Publications (2016-Present)

2024

Journals

• 1. R. Wes Baldwin, Vijayan K. Asari, and Keigo Hirakawa, "Sign-coded exposure sensing for noise-robust high-speed imaging," IEEE Transactions on Computational Imaging (TCI), doi: 10.1109/TCI.2024.3359914, vol. 10, pp. 329-342, January 2024. (IEEE TCI)

Conferences

• 2. Wei-Chih Chern, Vijayan K. Asari, and Hongjo Kim,, "Vision-based context-aware safety monitoring with safety strap analysis," The 10th International Conference on Construction Engineering and Project Management (ICCEPM 2024), Hokkaido University Conference Hall, Sapporo, Hokkaido, Japan, 29 July - 01 August 2024. (ICCEPM 2024)

  3. Eric Smith, Yakov Diskin, and Vijayan K. Asari, "Sub-pixel object tracking in RGB intensity and depth imagery," SPIE Defense + Commercial Sensing: Pattern Recognition and Prediction XXXV, Session: Intelligent Prediction, National Harbor, Maryland, United States, 21 - 25 April 2024. (SPIE DCS)

  4. Aqsa Sultana, Theus H. Aspiras, and Vijayan K. Asari, "NABLA-N for meltpond detection," SPIE Defense + Commercial Sensing: Pattern Recognition and Prediction XXXV, Session: Hyperspectral Imaging Based Classification, National Harbor, Maryland, United States, 21 - 25 April 2024. (SPIE DCS)

  5. Rayan Afsar, Aqsa Sultana, Theus H. Aspiras, and Vijayan K. Asari, "Mapping of vegetation and fire regimes in northern California from Landsat imagery using recurrent residual U-Net," SPIE Defense + Commercial Sensing: Pattern Recognition and Prediction XXXV, Session: Novel Pattern Recognition Methods, National Harbor, Maryland, United States, 21 - 25 April 2024. (SPIE DCS)

  6. Ming Gong, Ruixu Liu, and Vijayan K. Asari, "YOLO-based GNN for multi-person pose estimation," SPIE Defense + Commercial Sensing: Pattern Recognition and Prediction XXXV, Session: Biometrics, National Harbor, Maryland, United States, 21 - 25 April 2024. (SPIE DCS)

  7. Aqsa Sultana, Theus H. Aspiras, and Vijayan K. Asari, "Diffusion model-based generation of arctic sea ice data," SPIE Defense + Commercial Sensing: Multimodal Image Exploitation and Learning 2024, Session: Machine Learning II, National Harbor, Maryland, United States, 21 - 25 April 2024. (SPIE DCS)

Abstracts

• 8. Eric G Smith, Yakov Diskin, and Vijayan K. Asari, "High Precision Partial Object Tracking using Intensity and Depth Data," Proceedings of the Brother Joseph W Stander Symposium 2024, University of Dayton, Dayton, OH, USA, 17 April 2024. (Stander 2024). 

2023

Journals

• 9. Chinmay Maiti, Bibhas Chandra Dhara, Saiyed Umer, and Vijayan Asari, "An efficient and secure method of plaintext-based image encryption using Fibonacci and Tribonacci transformations," IEEE Access, doi: 10.1109/ACCESS.2023.3276723, vol. 11, pp. 48421-48440, May 2023. (IEEE) (PDF)

  10. Wei-Chih Chern, Jeongho Hyeon, Tam V. Nguyen, Vijayan K. Asari, and Hongjo Kim, "Self-supervised sub-category exploration for pseudo label generation,"  Automation in Construction: An International Journal, doi.org/10.1016/j.autcon.2023.104862, vol. 151, pp. 1-9, July 2023. (Elsevier AC)

  11. Wei-Chih Chern, Jeongho Hyeon, Tam V. Nguyen, Vijayan K. Asari, and Hongjo Kim, "Context-aware safety assessment system for far-field monitoring,"  Automation in Construction: An International Journal, doi.org/10.1016/j.autcon.2023.104779, vol. 149, pp. 1-13, May 2023. (Elsevier AC)

  12. R. Wes Baldwin, Ruixu Liu, Mohammed Almatrafi, Vijayan K. Asari, and Keigo Hirakawa, "Time-Ordered Recent Event (TORE) Volumes for Event Cameras," IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), doi: 10.1109/TPAMI.2022.3172212, vol. 45, no. 2, pp. 2519-2532, February 2023. (IEEE TPAMI)

  13. Wei-Chih Chern, Tam V. Nguyen, Vijayan K. Asari, and Hongjo Kim, "Impact of Loss Functions on Semantic Segmentation in Far-field Monitoring," International Journal of Computer-Aided Civil and Infrastructure Engineering, doi.org/10.1111/mice.12832, vol. 38, no. 3, pp. 372-390, February 2023. (Wiley CACIE)

Edited Book

• 14. Vijendra Singh, Vijayan K Asari, Kuan-Ching Li, and Rubén González Crespo (Editors), Proceedings of International Conference on Machine Learning and Data Engineering ICMLDE 2022,  Book Series: Science Direct:  Procedia Computer Science, vol. 218, 2023. (Elsevier)

Book Chapter

• 15. Sanoar Hossain and Vijayan Asari, "Texture feature descriptors for analyzing facial patterns in facial expression recognition system,"  Book: Advancement of Deep Learning and its Applications in Object Detection and Recognition,  Book Series: Computer Graphics & Visualization, eBook ISBN: 9781003393658, Editors: Roohie Naaz Mir, Vipul Kumar Sharma, Ranjeet Kumar Rout, Saiyed Umer, Taylor & Francis, Chapter 5, pp. 1-20, 2023. (Chapter)

SSRN

• 16. Taegeon Kim, Wei-Chih Chern, Seokhwan Kim, Vijayan Asari, and Hongjo Kim, "Moving-feature-driven label propagation for training data generation: Semi-supervised approach to adapt construction object detectors to a new domain," SSRN, doi:10.2139/ssrn.4672136, pp. 1-72, December 2023. (SSRN)

Conferences

• 17. Wei-Chih Chern, Vijayan K. Asari, and Hongjo Kim,, "Hashing-based object tracking for construction site safety monitoring across different domains," ASCE International Conference on Computing in Civil Engineering (i3CE 2023), Hosted by Oregon State University, Corvallis, Oregon, 25-28 June 2023. (i3CE)

  18. Taegeon Kim, Giwon Shin, Seokhwan Kim, Vijayan K. Asari, and Hongjo Kim,, "Target domain training data generation by moving object detection and label propagation," ASCE International Conference on Computing in Civil Engineering (i3CE 2023), Hosted by Oregon State University, Corvallis, Oregon, 25-28 June 2023. (i3CE)

  19. Jeongho Hyeon, Giwon Shin, Wei-Chih Chern, Vijayan K. Asari, Hongjo Kim,, "Evaluating road segmentation performance in participatory sensing: An investigation into alternative metrics," International Symposium on Automation and Robotics in Construction (ISARC 2023), organized by the International Association for Automation and Robotics in Construction (IAARC), IIT Madras Research Park, Chennai, India, 03 - 09 July 2023. (ISARC)

  20. Aqsa Sultana, Vijayan K. Asari, Ivan Sudakov, Theus Aspiras, Ruixu Liu, and Denis Demchev, "R-UNet for detection of melt pond in the Arctic area,"  International Conference on Climate Informatics, University of Cambridge, United Kingdom, 19-21 April 2023. (Climate Informatics)

  21. Aqsa Sultana, Vijayan K. Asari, Ivan Sudakow, Theus Aspiras, Ruixu Liu, and Denis Demchev, "R2U-net for arctic melt pond detection,"  SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  22. Wen P. Zhu, Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Scale and rotational invariant deep neural machine for ship detections in infrared images,"  SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  23. Rayan Afsar and Vijayan K. Asari, "Classification of wildfire fuel models in satellite imagery using integrated R2U-Net with random forest architecture,"  SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Detection and Tracking, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  24. Ming Gong and Vijayan K. Asari, "YOLO-based GNN for multi-person pose estimation," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Biometric Recognition, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  25. Aqsa Sultana, Theus Aspiras, and Vijayan K. Asari, "Recurrent residues-in-succession U-Net for image segmentation," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Biometric Recognition, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  26. Sidike Paheding, Abel R. Reyes, Ketan Patil, Vijayan K. Asari, and Mohammad S. Alam, "U-PEN++: redesigning U-PEN architecture with multi-head attention for retinal image segmentation," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Deep Learning, Orlando, Florida, United States, 30 April - 4 May 2023 . (SPIE DCS)

  27. Theus Aspiras,  Ruixu Liu, and Vijayan K. Asari, "AI technology for aquatic and nautical search and rescue (TANSAR)," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics at the Edge 2023, Burlingame, California, USA, 15-19 January 2023. (EI 2023)

Abstracts

• 28. Vijayan K. Asari, "Deep Neural Machine: An Autonomous Vision System For Search And Rescue," Machine Learning Developers Summit 2023, NIMHANS Convention Center, Bangalore, India, 19-20 January 2023. (MLDS)

  29. Vijayan K Asari and Vijendra Singh, "Trends in Human Perceptual Modeling and Machine Intelligence," Procedia Computer Science (Proceedings of International Conference on Machine Learning and Data Engineering), doi.org/10.1016/j.procs.2023.01.515, vol. 218, pp. 2853-2953, 2023.. (Elsevier)

2022

Journals

• 30. Ivan Sudakow, Vijayan K. Asari, Ruixu Liu, and Denis Demchev, "MeltPondNet: A Swin Transformer Unet for detection of melt ponds on Arctic sea ice," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, doi: 10.1109/JSTARS.2022.3213192, vol. 15, pp. 8776-8784, October 2022. (IEEE JSTARS)

  31. Zhiyuan Xie, Umesh K Haritashya, Vijayan K. Asari, Michael P. Bishop, Jeffrey S. Kargel, and Theus H. Aspiras, "GlacierNet2: A hybrid multi-model learning architecture for alpine glacier mapping," International Journal of Applied Earth Observation and Geoinformation, doi.org/10.1016/j.jag.2022.102921, vol. 112, Article 102921, pp. 1-20, August 2022. (Elsevier AEOG)

  32. Nina Singer and Vijayan K. Asari, "Pyramid Point: A multi-level focusing network for revisiting feature layers," IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2022.3191743, pp. 1-5, July 2022. (IEEE GRSL)

  33. Zhiyuan Xie, Umesh K. Haritashya, and Vijayan K. Asari, "A progressive learning strategy for large-scale glacier mapping," IEEE Access, doi: 10.1109/ACCESS.2022.3188795, vol. 10, pp. 72615-72627,  July 2022. (IEEE) (PDF)

  34. Nina Singer and Vijayan K. Asari, "View-agnostic point cloud generation for occlusion reduction in aerial lidar" Remote Sensing, doi.org/10.3390/rs14132955, vol. 14, no. 13: 2955, pp. 1-26, June 2022. (Abstract) (Article) (PDF)

  35. Md Zahangir Alom, Vijayan K. Asari, Anil Parwani, and Tarek M. Taha, "Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)," Journal of Diagnostic Pathology, doi.org/10.1186/s13000-022-01189-5,  vol. 17, no. 38, pp. 1-17,April 2022. (Springer Nature)

  36. Vijendra Singh, Vijayan K Asari, and Rajkumar Rajasekaran, "A deep neural network for early detection and prediction of chronic kidney disease," Journal of Diagnostics, vol. 12, no. 1, pp. 116-137,  January 2022. (MDPI diagnostics) 

  37. Ruixu Liu and Vijayan K. Asari, "Cascaded semi-supervised annotation tool for image data labeling ," International Journal of Acta Scientific Computer Sciences, vol. 4, no. 1, pp. 10-15, January 2022. (PDF)

  38. Vijendra Singh and Vijayan K. Asari, "Editorial: Computational Intelligence in Data Science," International Journal of Computational Science and Engineering: Special Issue on Computational Intelligence in Data Science, vol. 25, no. 2, pp. 105-107, 2022. (InderScience)

Journal Special Issue

• 39. Vijendra Singh and Vijayan K Asari (Guest Editors), International Journal of Computational Science and Engineering, Special Issue on: Computational Intelligence in Data Science, vol.25 no.2, 2022. (InderScience)

Edited Book

• 40. Vijayan K Asari, Vijendra Singh, Rajkumar Rajasekaran, and R B Patel (Editors), Computational Methods and Data Engineering (Proceedings of ICCMDE 2021),  Book Series: Lecture Notes on Data Engineering and Communications Technologies, Springer, vol. 1, 2022. (Springer)

Patent

• 41. Human-Automation Collaborative Tracker of Fused Object (with Dr. Terry W. Stanard, Dr. Theus H. Aspiras, and  Dr. Taleri L. Hammack), June 07, 2022 (US Patent US 11356599)

arXiv

• 42. Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Michael P. Bishop, Jeffrey S. Kargel, and Theus H. Aspiras, "GlacierNet2: A Hybrid Multi-Model Learning Architecture for Alpine Glacier Mapping," arXiv.org, Image and Video Processing;  arXiv:2204.05818, pp. 1-44, April 2022. (arXiv)

SSRN

• 43. Dhaval Kadia, Tam V. Nguyen, and Vijayan Asari, "Lesion Synthesis for Robust Segmentation of Infected Lung Region on Small-Scale Data," SSRN, doi:10.2139/ssrn.4029426, pp. 1-24, March 2022. (SSRN)

Conferences

• 44. Vijayan K Asari and Vijendra Singh, "Trends in Human Perceptual Modeling and Machine Intelligence," Procedia Computer Science (Proceedings of International Conference on Machine Learning and Data Engineering), doi.org/10.1016/j.procs.2023.01.515, vol. 218, pp. 2853, 2023.. (ICMLDE 2022: Elsevier)

  45. Ming Gong, Umesh K. Haritashya, Pawan Singh, Harshit Bhasin, Wei Chih Chern, Vijayan K. Asari, and Saurabh Vijay, "Deep Learning Based Surface Segmentation on ISRO-ASAR Datasets," 2022 NISAR Science Community Workshop, Pasadena, CA, August 30 - September  1, 2022. (NISAR)

  46. Wei-Chih Chern, Tam V. Nguyen, Vijayan K. Asari, and Hongjo Kim, "Weakly supervised pseudo label generation for construction vehicle segmentation," International Symposium on Automation and Robotics in Construction (ISARC 2022), organized by the International Association for Automation and Robotics in Construction (IAARC), Bogotá, Colombia, 13 - 15 July 2022. (ISARC)

  47. Nina Singer, Vijayan K. Asari, Theus Aspiras, Jonathan Schierl, Andrew Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "Automated point cloud completion for occlusion reduction in aerial lidar," SPIE Defense + Commercial Sensing: Geospatial Informatics XII, Session: Non-Traditional Remote Sensing I, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  48. Jonathan Schierl, Vijayan Asari, Nina Singer, Theus Aspiras, Andrew Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "An automatic multimodal data registration system for 2D and 3D information fusion," SPIE Defense + Commercial Sensing: Multimodal Image Exploitation and Learning 2022, Session: Multi-modal Image Processing Characterizing Issues, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  49. Garrett D. Fitzgerald, Ruixu Liu, and Vijayan Asari, "Geosynchronous satellite detection and tracking with WFOV camera arrays using spatiotemporal neural networks (GEO-SPANN)," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality and Tracking Techniques, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  50. Theus H. Aspiras, Vijayan K. Asari, Nina Singer, Jonathan Schierl, Andy Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "Towards a deep-learning aided point cloud labeling suite," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Deep Neural Learning Based Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  51. Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Deep neural machine for multimodal information fusion," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  52. Theus H. Aspiras, Ruixu Liu, Jonathan Schierl, and Vijayan K. Asari, "Learning classical image registration features using a deep learning architecture," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  53. Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Learning spatiotemporal attention for multi-object tracking and re-identification in wide area motion imagery," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Trends in Pattern Recognition, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  54. Aqsa Sultana, Vijayan K. Asari, and Theus Aspiras, "Residues in succession U-net for fast and efficient segmentation," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Artificial Intelligence Based Tracking, Orlando, Florida, United States, 03-07 April 2022. (SPIE DCS)

  55. Sidike Paheding, Abel R. Angulo, Mohammad Alam, and Vijayan K. Asari, "Medical image segmentation using U-Net and progressive neuron expansion," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXIII, Session: Image Quality and Tracking Techniques, Orlando, Florida, United States, 03-07 April 2022.  (Invited Paper) (SPIE DCS)

Dataset

• 56. Ivan Sudakow, Vijayan Asari, Ruixu Liu, and Denis Demchev, "Melt pond from aerial photographs of the Healy–Oden Trans Arctic Expedition (HOTRAX)," June 2022 (zenodo)

2021

Journals

• 57. Zhiyuan Xie, Vijayan K. Asari, and Umesh K. Haritashya, "Evaluating deep-learning models for debris-covered glacier mapping," Journal of Applied Computing and Geosciences, vol. 12, no. 100071, pp. 1-17, doi.org/10.1016/j.acags.2021.10007, December  2021. (Elsevier)

  58. Musini.Venkateshwarlu, Suresh Merugu, and Vijayan K. Asari, "Computational assessment of ion distribution on applying multivariate analysis using geographic information systems," Helix: The Scientific Explorer, An International Journal, vol. 11, no. 6, pp. 32-37, doi.org/10.29042/2021-11-6-32-37, 2021. (Article Helix)

  59. Sanoar Hossain, Saiyed Umer, Vijayan K. Asari, Ranjeet Kumar Rout, "A unified framework of deep learning based facial expression recognition system for diversified applications," Journal of Applied Sciences: Computing and Artificial Intelligence, Special Issue on Research on Facial Expression Recognition, vol. 11, no. 9174, pp. 1-26, doi.org/10.3390/app11199174, September 2021. (Article MDPI)

  60. Nina Singer and Vijayan K. Asari, "DALES Objects: A large scale benchmark dataset for instance segmentation in aerial lidar," vol. 9, pp. 97495 - 97504, doi: 10.1109/ACCESS.2021.3094127,  IEEE Access, June 2021. (IEEE)

  61. Dhaval Kadia, Md. Zahangir Alom, Ranga Burada, Tam V. Nguyen, and Vijayan K. Asari, "R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation," IEEE Access, vol. 9, pp. 88835 - 88843, doi: https://doi.org/10.1109/ACCESS.2021.3089704, June 2021. (IEEE)

  62. Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-Ching Cheung, and Vijayan K. Asari, "Enhanced 3D human pose estimation from videos by using attention-based neural network with dilated convolutions," International Journal of Computer Vision, vol. 129, no. 5, pp. 1596-1615, doi.org/10.1007/s11263-021-01436-0,  February 2021. (Springer) (PDF)

  63. Md Zahangir Alom, Raj P. Kapur, TJ Bowen, and Vijayan K. Asari, "GanglionNet: Objectively assess the density and distribution of ganglion cells with NABLA-N network," Journal of Informatics in Medicine Unlocked, vol. 23, doi.org/10.1016/j.imu.2021.100518, January 2021. (Elsevier)

  64. Md Zahangir Alom, Christopher Yakopcic, Tarek M. Taha, and Vijayan K. Asari, "Inception recurrent convolutional neural network for object recognition," Machine Vision and Applications, vol. 32, no. 28, doi.org/10.1007/s00138-020-01157-3, January 2021. (Springer)

Patent

• 65. Human-Automation Collaborative Tracker of Fused Object (with Dr. Terry W. Stanard, Dr. Theus H. Aspiras, and  Dr. Taleri L. Hammack), February 09, 2021 (US Patent US10917557)

arXiv

• 66. Dhaval D. Kadia, Md Zahangir Alom, Ranga Burada, Tam V. Nguyen, and Vijayan K. Asari, "R2U3D: Recurrent Residual 3D U-Net for lung segmentation," arXiv.org, Image and Video Processing; arXiv:2105.02290, pp. 1-9, May 2021. (arXiv)

  67. R. Wes Baldwin, Ruixu Liu, Mohammed Almatrafi, Vijayan Asari, and Keigo Hirakawa, "Time-Ordered Recent Event (TORE) volumes for event cameras," arXiv.org, Computer Vision and Pattern Recognition; arXiv:2103.06108, pp. 1-14, March 2021. (arXiv)

  68. Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, and Vijayan K. Asari, "Enhanced 3D human pose estimation from videos by using attention-based neural network with dilated convolutions," arXiv.org, Computer Vision and Pattern Recognition; arXiv:2103.03170, pp. 1-20, March 2021. (arXiv)

Edited Books

• 69. Vijendra Singh, Vijayan K Asari, Sanjay Kumar, and R B Patel (Editors), Computational Methods and Data Engineering Volume 2  (Proceedings of ICCMDE 2021), Springer Book Series: Advances in Intelligent Systems and Computing, Springer, 2021. (Springer)

  70. Vijendra Singh, Vijayan K Asari, Sanjay Kumar, and R B Patel (Editors), Computational Methods and Data Engineering Volume 1 (Proceedings of ICCMDE 2021), Springer Book Series: Advances in Intelligent Systems and Computing, Springer, 2021. (Springer)

Magazines

• 71. Vijayan K. Asari, "Autonomous drones could speed up search and rescue after flash floods, hurricanes and other disasters," The Conversation, August 30, 2021. (The Conversation)

  72. Vijayan K. Asari, "Artificial Intelligence Technologies Revolutionize the Education Sector Globally," Education Technology Insights Magazine, March 29, 2021. (ETI Magazine) 

Conferences

• 73. Ming Gong, Umesh K. Haritashya, Harshit Bhasin, Wei Chih Chern, Vijayan K. Asari, Jeffrey Kargel, Batuhan Osmanoglu, Saurabh Vijay, Ishmohan Bahuguna, Sushil Singh, Scott C. Watson, "Machine/deep learning based surface segmentation of ISRO-ASAR datasets," AGU (The American Geophysical Union: Advancing Earth and Space Science) Fall Meeting   - AGU 2021, New Orleans, Louisiana, USA, 13 - 17 December 2021. (AGU) 

  74. Nina Singer, Vijayan Asari, Theus Aspiras, Jonathan Schierl, Andrew Stokes, Brett Kaeffaber, Andre Van Rynbach, David Rabb, and Kevin Decker, "Attention focused generative network for reducing self-occlusions in aerial LiDAR," IEEE Workshop on Applied Imagery and Pattern Recognition: Artificial Intelligence in Medicine, Healthcare, and Neuroscience  - AIPR 2021, Washington DC, USA, 12 - 14 October 2021. (IEEE AIPR) 

  75. Jonathan Schierl, Vijayan Asari, Nina Singer, Theus Aspiras,Andrew Stokes, Brett Kaeffaber, Andre Van Rynbach, David Rabb, and Kevin Decker, "A feature level multi-sensor information fusion strategy for land region classification," IEEE Workshop on Applied Imagery and Pattern Recognition: Artificial Intelligence in Medicine, Healthcare, and Neuroscience  - AIPR 2021, Washington DC, USA, 12 - 14 October 2021. (IEEE AIPR) 

  76. Aneesh Bhattacharya and Vijayan K. Asari, "Wearable Walking Aid System to Assist Visually Impaired Persons to Navigate Sidewalks," IEEE Workshop on Applied Imagery and Pattern Recognition: Artificial Intelligence in Medicine, Healthcare, and Neuroscience  - AIPR 2021, Washington DC, USA, 12 - 14 October 2021. (IEEE AIPR) 

  77. Ruixu Liu and Vijayan K. Asari, "Automated data annotation methodology for deep-learning based object detection and recognition," IEEE National Aerospace & Electronics Conference (NAECON 2021), Dayton, Ohio, United States, 16 - 19 August 2021. (NAECON 2021) 

  78. Nina Singer, Vijayan K. Asari, Theus Aspiras, Jonathan Schierl, Andy Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "Viewpoint transformation for reducing self occlusion in aerial lidar," Photogrammetry, 3D Visualization, and Lidar (P3DL) Community of Practice Conference , Online, United States, 09 - 12 August 2021. (P3DL)

  79. Theus Aspiras, Vijayan K. Asari, Nina Singer, Jonathan Schierl, Andy Stokes, Brett Keaffaber, Andre Van Rynbach, Kevin Decker, and David Rabb, "Deep learning-based shape-to-selection annotation transfer (SSAT) tool for 3D point cloud annotation," Photogrammetry, 3D Visualization, and Lidar (P3DL) Community of Practice Conference , Online, United States, 09 - 12 August 2021. (P3DL)

  80. Garrett Fitzgerald, Zachary Funke, Alexander Cabello, Vijayan Asari, and Justin Fletcher, "Toward deep-space object detection in persistent wide field of view camera arrays," Proceedings of Advanced Maui Optical and Space Surveillance Technologies (AMOS) Conference, Maui, Hawaii, United States,  pp. 1-13, 14-17 September 2021. (AMOS)

  81. Nina M. Varney, Jonathan Schierl, and Vijayan K. Asari, "LandNet: a 2D-3D fusion network for scene understanding," SPIE Defense + Commercial Sensing: Multimodal Image Exploitation and Learning 2021, Session: Data Registration and Fusion, Orlando, Florida, United States, 11-15 April 2021. (SPIE DCS)

  82. Quinn Graehling, Vijayan Asari, and Nina Varney, "Feature extraction aerial registration for large-scale LiDAR point clouds," SPIE Defense + Commercial Sensing: Multimodal Image Exploitation and Learning 2021, Session: Data Registration and Fusion, Orlando, Florida, United States, 11-15 April 2021. (SPIE DCS)

  83. Ruixu Liu, Theus H. Aspiras, and Vijayan K. Asari, "Deep neural network based approach for robust aerial surveillance," SPIE Defense + Commercial Sensing: Pattern Recognition and Tracking XXXII, Session: Deep Learning, Orlando, Florida, United States, 11-15 April 2021. (SPIE DCS)

Abstract

• 84. Dhaval Dilip Kadia, Van Tam Nguyen, and Vijayan K. Asari, "Lesion Synthesis Algorithm and Multi-Scale U-Net for Lung and Lesion Segmentation," Proceedings of the Brother Joseph W Stander Symposium 2021, University of Dayton, Dayton, OH, USA, 22 April 2021. Stander 2021.

2020

Journals

• 85. Garrett C. Sargent, Bradley M. Ratliff, and Vijayan K. Asari, "A conditional generative adversarial network demosaicing strategy for division of focal plane polarimeters," Optics Express, Journal of The Optical Society, vol. 28, no. 25, pp. 37092-38455, December 2020. (OSA)

  86. Zhiyuan Xie, Umesh K. Haritashya, Vijayan K. Asari, Brennan W. Young, Michael P. Bishop, Jeffrey S. Kargel, "GlacierNet: A deep learning approach for debris-covered glacier mapping," IEEE Access, DOI: 10.1109/ACCESS.2020.2991187, vol. 8, pp. 83495-83510, April 2020. (IEEE) (PDF)

  87. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, TJ Bowen, and Vijayan K. Asari, "MitosisNet: End-to-end mitotic cell detection by multi-task learning," IEEE Access, DOI: 10.1109/ACCESS.2020.2983995, vol. 8, pp. 68695 - 68710, March 2020. (IEEE) (PDF)

arXiv

• 88. Almabrok Essa and Vijayan Asari, "High order local directional pattern based pyramidal multi-structure for robust face recognition," arXiv.org, Computer Vision and Pattern Recognition; arXiv:2012.06838, pp. 1-9, December 2020. (arXiv)

  89. Nina Varney, Vijayan K. Asari, and Quinn Graehling, "Pyramid Point: A multi-level focusing network for revisiting feature layers," arXiv.org, Computer Vision and Pattern Recognition; Artificial Intelligence; Machine Learning, arXiv:2011.08692, pp. 1-10, November 2020. (arXiv)

  90. Md Zahangir Alom, Raj P. Kapur, TJ Browen, and Vijayan K. Asari, "GanglionNet: Objectively assess the density and distribution of ganglion cells with NABLA-N network," arXiv.org, Image and Video Processing, arXiv:2007.02367, pp. 1-8, July 2020. (arXiv)

  91. Nina Varney, Vijayan K. Asari, and Quinn Graehling, "DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation," arXiv.org, Computer Vision and Pattern Recognition, arXiv:2004.11985, pp. 1-10, April 2020. (arXiv)

  92. Md Zahangir Alom, M M Shaifur Rahman, Mst Shamima Nasrin, Tarek M. Taha, Vijayan K. Asari, "COVID_MTNet: COVID-19 detection with multi-task deep learning approaches," arXiv.org, Image and Video Processing, arXiv:2004.03747, pp. 1-12, April 2020. (arXiv)

  93. R. Wes Baldwin, Mohammed Almatrafi, Vijayan Asari, and Keigo Hirakawa, "Event probability mask (EPM) and event denoising convolutional neural network (EDnCNN) for neuromorphic cameras," arXiv.org, Computer Vision and Pattern Recognition, arXiv:2003.08282, pp. 1-13, March 2020. (arXiv)

  94. Ming Gong, Liping Yang, Catherine Potts, Vijayan K. Asari, Diane Oyen, Brendt Wohlberg, "TGGLines: A robust topological graph guided line segment detector for low quality binary images," arXiv.org, Computer Vision and Pattern Recognition, arXiv:2002.12428, pp. 1-13, February 2020. (arXiv)

  95. R Wes Baldwin, Mohammed Almatrafi, Jason R Kaufman, Vijayan Asari, Keigo Hirakawa, "Inceptive event time-surfaces for object classification using neuromorphic cameras," arXiv.org, Neural and Evolutionary Computing, arXiv:2002.11656, pp. 1-9, February 2020. (arXiv)

Conferences

• 96. Jonathan Schierl, Theus H Aspiras, Vijayan K Asari, Quinn Graehling, Andre Van Rynbach, David Rabb, "Multi-modal data analysis and fusion for robust object detection in 2D/3D sensing," IEEE Workshop on Applied Imagery and Pattern Recognition: Trusted Computing, Privacy, and Securing Multimedia - AIPR 2020, Washington DC, USA, 13 - 15 October 2020. (IEEE AIPR)

  97. R. Wes Baldwin, Mohammed M. Almatrafi, Vijayan K. Asari, and Keigo Hirakawa, "Event probability mask (EPM) and event denoising convolutional neural network (EDnCNN) for neuromorphic cameras," Proceedings of the IEEE/CVF International Conference on Computer Vision and Pattern Recognition - CVPR 2020, Seattle, Washington, United States, vol. 1, pp. 1698-1707, 14 - 19 June 2020. (CVPR)

  98. Ruixu Liu, Ju Shen, He Wang, Chen Chen, Sen-ching Cheung, Vijayan K. Asari, "Attention mechanism exploits temporal contexts: Real-time 3D human pose reconstruction," Proceedings of the IEEE/CVF International Conference on Computer Vision and Pattern Recognition - CVPR 2020, Seattle, Washington, United States, pp.5064-5073, 14 - 19 June 2020. (CVPR)

  99. Nina Varney, Vijayan K. Asari, and Quinn Graehling, "DALES: A large-scale aerial LiDAR data set for semantic segmentation," EARTHVISION 2020: Large Scale Computer Vision for Remote Sensing Imagery (EarthVision 2020) in conjunction with the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, United States, vol. 1, pp. 717-726, 14 June 2020. (EarthVision) (CVPR)

  100. Liping Yang, Ming Gong, and Vijayan K. Asari, "Diagram image retrieval and analysis: Challenges and opportunities," DIRA Workshop and Challenge (DIRA 2020) in conjunction with the IEEE International Conference on Computer Vision and Pattern Recognition (CVPR 2020), Seattle, Washington, United States, pp. 1-14, 14 June 2020. (DIRA) (CVPR)

  101. Md Zahangir Alom, Theus Aspiras, Tarek Taha, and Vijayan K. Asari, "Multi-organ nuclei segmentation with dilated recurrent residual U-Net (DR2U-Net)," AI and Big Data in Cancer: From Innovation to Impact - DATA 2020, Boston, Massachusetts, United States, 15-17 November 2020. (DATA)

  102. Dhaval Kadia, Md Zahangir Alom, Vijayan K. Asari, Tam Nguyen, and Runga Burada, "3-dimensional lung segmentation using deep convolutional neural networks," AI and Big Data in Cancer: From Innovation to Impact - DATA 2020, Boston, Massachusetts, United States, 15-17 November 2020. (DATA)

  103. Shamima Nasrin, Md Zahangir Alom, Tarek M. Taha, and Vijayan K. Asari, "PColorNet-Seg: Investigating the impact of different color spaces for pathological image Segmentation," SPIE Optical Engineering + Applications: Applications of Machine Learning 2020, San Diego, California, United States, 23-27 August 2020. (SPIE OP)

  104. Md Zahangir Alom, Tarek M. Taha, Vijayan K. Asari, "Fast and accurate Magnetic Resonance Image (MRI) reconstruction with NABLA-N network," SPIE Optical Engineering + Applications: Applications of Machine Learning 2020, San Diego, California, United States, 23-27 August 2020. (SPIE OP)

  105. Garrett C. Sargent, Ilya Lipkin, Charles Collier, Bradley M. Ratliff, and Vijayan K. Asari, "Using the SOSA STANDARD to make interoperable sensors," SPIE Defense + Security: Unmanned Systems Technology XXII (Session: Open Architecture Systems), Anaheim, California, United States, 26 - 30 April 2020. (SPIE DCS)

  106. Garrett C. Sargent, Bradley M. Ratliff, and Vijayan K. Asari, "A guided generative adversarial network strategy for demosaicing integrated microgrid polarimeter imagery," SPIE Defense + Security: Polarization: Measurement, Analysis, and Remote Sensing XIV (Session: Polarization Measurements), Anaheim, California, United States, 26 - 30 April 2020. (SPIE DCS)

  107. Sidike Paheding, Md. Zahangir Alom, Chukwurah Somtoo, and Vijayan K. Asari, "Densely connected recurrent U-Net for biomedical image segmentation," SPIE Defense + Security: Pattern Recognition and Tracking XXXI (Session: Biometric Recognition), Anaheim, California, United States, 26 - 30 April 2020. (SPIE DCS)

  108. Quinn Graehling, Jonathan Schierl, Theus Aspiras, Vijayan K. Asari, Andre van Rynbach, and David J. Rabb, "Multi-modal data analysis and fusion for robust object detection in 2D/3D sensing," SPIE Defense + Security: Pattern Recognition and Tracking XXXI (Session: Deep Learning), Anaheim, California, United States, 26 - 30 April 2020. (SPIE DCS)

  109. Md Zahangir Alom, Theus Aspiras, Mark Vance, Natalie Beeler, TJ Bowen, Gabriela Oprea-Ilies, Eric L. Flenaugh, and Vijayan K. Asari "Generalization power of deep learning approaches: Learning from the output of classical image processing methods," IEEE International Symposium on Biomedical Imaging ISBI 2020, Iowa City, Iowa, United States, 03-07 April 2020. (IEEE ISBI)

  110. Shamima Nasrin, Zahangir Z. Alom, Tarek M. Taha, and Vijayan K. Asari, "PColorNet: investigating the impact of different color spaces for pathological image classification," SPIE Medical Imaging: Digital Pathology, Houston, Texas, United States, 19 - 20 February 2020. (SPIE MI)

  111. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, and Vijayan K. Asari, "Skin cancer segmentation and classification with improved deep convolutional neural network," SPIE Medical Imaging: Imaging Informatics for Healthcare, Research, and Applications , Houston, Texas, United States, 19 - 20 February 2020. (SPIE MI)

  112. Ruixu Liu, Theus Aspiras, and Vijayan K. Asari, "Deep RAM: Deep neural network architecture for oil/gas pipeline right-of-way automated monitoring," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World, Burlingame, California, USA, 26-30 January 2020. (EI 2020)

Abstracts

• 113. Nina Mary Varney and Vijayan K. Asari, "DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation," Proceedings of the Brother Joseph W Stander Symposium 2020, University of Dayton, Dayton, OH, USA, 22 April 2020.

  114. Zhiyuan Xie, Umesh K Haritashya, and Vijayan K. Asari, "Mapping both accumulation and ablation zone of the glacier using deep-learning," Proceedings of the Brother Joseph W Stander Symposium 2020, University of Dayton, Dayton, OH, USA, 22 April 2020.

  115. Quinn Graehling and Vijayan K. Asari, "Comparative Study of Region Localization Methods with Image Enhancement for Computer Vision," Proceedings of the Brother Joseph W Stander Symposium 2020, University of Dayton, Dayton, OH, USA, 22 April 2020.

  116. Dhaval Dilip Kadia, Van Tam Nguyen, and Vijayan K. Asari, "UNet-based Deep Neural Network for 3D Lung Segmentation," Proceedings of the Brother Joseph W Stander Symposium 2021, University of Dayton, Dayton, OH, USA, 22 April 2021. Stander 2020.

  117. Quinn Graehling, Jonathan Paul Schierl, Theus H Aspiras, and Vijayan K. Asari, "Multi-modal Data Analysis and Fusion for Robust Object Detection in 2D/3D Sensing," Proceedings of the Brother Joseph W Stander Symposium 2020, University of Dayton, Dayton, OH, USA, 22 April 2020.

  118. Rachel Rajan, Theus H Aspiras, and Vijayan K. Asari, "Semi Supervised Learning for Accurate Segmentation of Roughly Labeled Pathological Data," Proceedings of the Brother Joseph W Stander Symposium 2020, University of Dayton, Dayton, OH, USA, 22 April 2020.

2019

Journals

• 119. Almabrok Essa and Vijayan K. Asari, "High order volumetric directional pattern for video based face recognition," Mathematical Problems in Engineering, vol. 2019, Article ID 6798750, pp. 1-10, doi.org/10.1155/2019/6798750, June 2019. (Hindawi)

  120. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, Dave Billiter, and TJ Bowen, "Advanced deep convolutional neural network approaches for digital pathology image analysis: A comprehensive evaluation with different use cases," Journal of Pathology Informatics, vol. 10, no. 10, pp. S17-S19, April 2019. (JPI)

  121. Hussin Ragb and Vijayan K. Asari, "Multi-feature fusion for robust human detection in thermal infrared imagery," SPIE Journal of Optical Engineering, doi.org/10.1117/1.OE.58.4.043101, vol. 58, no. 4, pp. 043101: 1-10, April 2019. (SPIE OE)

  122. Md Zahangir Alom, Chris Yakopcic, Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari, "Recurrent residual U-net (R2U-Net) for medical image segmentation," Journal of Medical Imaging, doi.org/10.1117/1.JMI.6.1.014006, vol. 6, no. 1, pp. 014006: 1-17, March 2019. (SPIE JMI) (PDF)

  123. Md Zahangir Alom, Tarek M. Taha, Chris Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Mahmudul Hasan, Brian C. Van Essen, Abdul A.S. Awwal, and Vijayan K. Asari, "A state-of-the-art survey on deep learning theory and architectures," Journal of Electronics, doi.org/10.3390/electronics8030292, vol. 8, no. 3, pp. 1-67, March 2019. (MDPI) (PDF)

  124. Md Zahangir Alom; Chris Yakopcic, Shamima Nasrin, Tarek M. Taha, and Vijayan K. Asari, "Breast cancer classification from histopathological images with inception recurrent residual convolutional neural network," Journal of Digital Imaging, pp. 1-13, February 2019. (Springer)

  125. Hussin Ragb and Vijayan K. Asari, "Multi-hypothesis approach for efficient human detection," Journal of Imaging Science and Technology, doi.org/10.2352/J.ImagingSci.Technol.2019.63.2.020503, vol. 63, no. 2, pp. 20503: 1-13, March 2019. (JIST)

arXiv

• 126. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, "Skin cancer segmentation and classification with NABLA-N and inception recurrent residual convolutional networks," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1904.11126, pp. 1-7, April 2019. (arXiv)

  127. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, TJ Bowen, Dave Billiter, Simon Arkell, "Advanced deep convolutional neural network approaches for digital pathology image analysis: a comprehensive evaluation with different use cases," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1904.09075, pp. 1-25, April 2019. (arXiv)

Journal Special Issue

• 128. Sidike Paheding, Riad I. Hammoud, and Vijayan K. Asari, (Guest Editors), Journal of Sensors: Deep Perception beyond the Visible Spectrum: Sensing, Algorithms, and Systems, Hindawi, 2019. (Hindawi)

Magazine

• 129. Vijayan K. Asari, "Autonomous drones can help search and rescue after disasters," The Conversation, March 05, 2019. (The Conversation)

Conferences

• 130. Zhiyuan Xie, Umesh K Haritashya, Vijayan K. Asari, Brennan Young, Michael Peter Bishop, and Jeffrey S Kargel, "Mapping Himalayan and Karakoram Glaciers using Deep Learning Approach," The American Geophysical Union (AGU): Advancing Earth and Space Science - Fall Meeting, San Francisco, California, USA, 09 - 13 December 2019. (AGU)

  131. Nina Varney and Vijayan K. Asari, "What’s the Point? Using Extended Feature Sets with Sparse Lattice Networks for Semantic Segmentation in Point Clouds," IEEE Workshop on Applied Imagery and Pattern Recognition: Cognition, Collaboration, and Cloud - AIPR 2019, Washington DC, USA, 15 - 17 October 2019. (IEEE AIPR)

  132. Theus Aspiras, Ruixu Liu, and Vijayan K. Asari, "Active recall networks for multiperspectivity learning through shared latent space optimization," 11th International Conference on Neural Computations Theory and Applications (NCTA 2019) in conjunction with the 11th International Joint Conference on Computational Intelligence (IJCCI 2019) , Vienna, Austria, 17-19 September 2019. (NCTA)

  133. R. Wes Baldwin, Mohammed Almatrafi, Jason R. Kaufman, Vijayan K. Asari, and Keigo Hirakawa, "Inceptive event time-surfaces for object classification using neuromorphic cameras," 16th International Conference on Image Analysis and Recognition, ICIAR 2019 , Waterloo, Canada, 27-29 August 2019. (ICIAR)

  134. Zahangir Alom, Theus Aspiras, Tarek Taha, Vijayan K. Asari, "Histopathological image classification with deep convolutional neural networks," SPIE Optical Engineering + Applications: Applications of Machine Learning , San Diego, California, United States, 11 - 15 August 2019. (SPIE OEA)

  135. Tao Peng, Dingnan Zhang, Ruixu Liu, Vijayan K. Asari, and John S. Loomis, "Evaluating the power efficiency of visual SLAM on embedded GPU systems," 2019 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 15-19 July 2019. (NAECON)

  136. Hussin Ragb, Redha Almahdi, and Vijayan K. Asari, "Aggregate channel features based on local phase, color, texture, and gradient features for people localization," 2019 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 15 - 19 July 2019. (NAECON)

  137. Mst Shamima Nasrin, Md Zahangir Alom, Ranga Burada, Tarek M. Taha, and Vijayan K. Asari, "Medical image denoising with recurrent residual U-net (R2U-Net)," 2019 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 15 - 19 July 2019. (NAECON)

  138. Theus Aspiras, Bradley Sorg, Vijayan K. Asari, "Multi-task deep learning architecture for semantic segmentation in EO imagery," SPIE Defense + Security: Pattern Recognition and Tracking XXX , Baltimore, Maryland, United States, 14 - 18 April 2019. (SPIE DCS)

  139. Theus Aspiras, Ruixu Liu, Vijayan K. Asari, "Convolutional auto-encoder for vehicle detection in aerial imagery," SPIE Defense + Security: Pattern Recognition and Tracking XXX , Baltimore, Maryland, United States, 14 - 18 April 2019. (SPIE DCS)

  140. Bradley Sorg, Theus Aspiras, and Vijayan K. Asari, "Edge/region fusion network for scene labeling in infrared imagery," IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, 13-17 January 2019. (EI 2019)

Abstracts

• 141. Zahangir Alom, Tarek M Taha, and Vijayan K. Asari, "Medical Image Denoising with Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  142. Ming Gong, Ivan A Sudakov, and Vijayan K. Asari, "Multi-Integrated Segmentation Approaches for Permafrost Lakes Observed in Satellite Images," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  143. Dhaval Dilip Kadia and Vijayan K. Asari, "Multi-Dimensional Lung Segmentation using Deep Learning," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  144. Mohammad T A A Alhumoud, Noh Essa Alluwaimi, Abdul Aziz A H A M Baroun, Jonah Kelly Connelly, Junda Jiang, Theus H. Aspiras, and Vijayan K. Asari, "Computer Vision Pedestrian Awareness System," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  145. Brandon Montel Payne and Vijayan K. Asari, "Resolution Exploration using Two-Dimensional Deep Learning Architectures," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  146. Ruixu Liu and Vijayan K. Asari, "Real-time 3D Scene Reconstruction with Surface Optimization," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  147. Zahangir Alom, Ranga Burada, and Vijayan K. Asari, "Medical Image Segmentation using Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  148. Zahangir Alom, Tarek M Taha, and Vijayan K. Asari, "Medical Image Denoising with Deep Convolutional Neural Networks," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  149. Brad Richard Sorg and Vijayan K. Asari, "Natural Language Processing: A Look Into How Computers Understand Human Language," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  150. Cameron E Long and Vijayan K. Asari, "Quaternion Neural Networks for Sequence Classification," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  151. Ruixu Liu and Vijayan K. Asari, "Automated Player and Field Tracking," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  152. Ruixu Liu and Vijayan K. Asari, "Deep learning based Machinery Threat Detection on Pipeline Right of Way," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  153. Wes Baldwin and Vijayan K. Asari, "Object Classification using Neuromorphic Cameras," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  154. Quinn Robert Graehling, Theus H Aspiras, and Vijayan K. Asari, "Deep Learning and Object Detection in 3D," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  155. Zhiyuan Xie, Umesh K Haritashya, and Vijayan K. Asari, "GlacierNet: A Deep Learning Architecture for Debris-Covered Glacier Mapping," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

  156. Ming Gong and Vijayan K. Asari, "Synthetic Aperture Radar (SAR) Image Analysis of Barrow Area," Proceedings of the Brother Joseph W Stander Symposium 2019, University of Dayton, Dayton, OH, USA, 24 April 2019. Stander 2019

2018

Journals

• 157. Paheding Sidike, Vijayan K. Asari, and Vasit Sagan, "Progressively Expanded Neural Network (PEN Net) for hyperspectral image classification: a new neural network paradigm for remote sensing image analysis," ISPRS Journal of Photogrammetry and Remote Sensing, vol. 146, pp. 161-181, December 2018. (ISPRS)

  158. Md Zahangir Alom, Sidike Paheding, Mahmudul Hasan, Tarek M. Taha, and Vijayan K. Asari, "Handwritten Bangla character recognition using the state-of-the-art deep convolutional neural networks," Computational Intelligence and Neuroscience, doi.org/10.1155/2018/6747098, vol. 2018, Article ID: 6747098, pp. 1-13, August 2018. (Hindawi)

  159. Vijayan K. Asari and Nina Varney, "LIDAR data analysis for automatic region segmentation and object classification," American Journal of Computer Science and Information Technology , doi: 10.21767/2349-3917-C1-001, vol. 6, August 2018. (EuroSciCon)

  160. Md Zahangir Alom, Mahmudul Hasan, Chris Yakopci, Tarek M. Taha, and Vijayan K. Asari, "Improved inception-residual convolutional neural network for object recognition," Neural Computing and Applications, doi: 10.1007/s00521-018-3627-6, pp. 1-15, August 2018. (Springer)

  161. Fatema A. Albalooshi, Paheding Sidike, Vasit Sagan, Yousif Albastaki, and Vijayan K. Asari, "Deep belief active contours (DBAC) with its application to oil spill segmentation from remotely sensed sea surface imagery," Photogrammetric Engineering and Remote Sensing, doi: 10.14358/PERS.84.7.451, vol. 84, no. 7, pp. 451-458, July 2018. (PE&RS)

  162. Paheding Sidike, Vasit Sagan, Maher Qumsiyeh, Maitiniyazi Maimaitijiang, Almabrok Essa, and Vijayan K. Asari, "Adaptive trigonometric transformation function with image contrast and color enhancement: Application to unmanned aerial system imagery," IEEE Geoscience and Remote Sensing Letters, doi: 10.1109/LGRS.2018.2790899, vol. 15, no. 3, pp. 404-408, March 2018. (IEEE GRSL)

arXiv

• 163. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari, "Breast cancer classification from histopathological images with inception recurrent residual convolutional neural network," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1811.04241, pp. 1-15, November 2018. (arXiv)

  164. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari, "Microscopic nuclei classification, segmentation and detection with improved deep convolutional neural network (DCNN) approaches," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1811.03447, pp. 1-18, November 2018. (arXiv)

  165. Md Zahangir Alom, Tarek M. Taha, Christopher Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Brian C Van Esesn, Abdul A S. Awwal, Vijayan K. Asari, "The history began from AlexNet: A comprehensive survey on deep learning approaches," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1803.01164, pp. 1-39, March 2018. (arXiv)

  166. Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, and Vijayan K. Asari, "Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1802.06955, pp. 1-12, February 2018. (arXiv)

Journal Special Issue

• 167. Vijendra Singh, Vijayan K Asari, R B Patel, and Paheding Sidike (Editors), Procedia Computer Science: International Conference on Computational Intelligence and Data Science, Science Direct, vol. 132, pp. 1-1866, 2018. (ScienceDirect)

Conferences

• 168. Evan Krieger, Theus H Aspiras, Yakov Diskin, and Vijayan K Asari, "Long short working memory (LSWM) integration with polynomial connectivity for object tracking in wide area motion imagery," International Workshop on Traffic and Street Surveillance for Safety and Security (T4S) in conjunction with 15th IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS 2018), Auckland, New Zealand, 27-30 November 2018. (AVSS 2018)

  169. Zhiyuan Xie, Umesh Haritashya, and Vijayan K. Asari, "GlacierNet: A novel convolutional neural network application for debris-covered glacier mapping," 130th Annual Meeting of The Geological Society of America: GSA 2018, Indianapolis, Indiana, USA, vol. 50, no. 6, 04-07 November 2018. (GSA)

  170. Md Zahangir Alom, Theus Aspiras, Tarek M. Taha, Vijayan K. Asari, and TJ Bowen, "Advanced deep convolutional neural network approaches for digital pathology image analysis: A comprehensive evaluation with different use cases," Pathology Visions 2018, San Diego, California, USA, 04-06 November 2018. (DPA: Digital Pathology Association)

  171. Hussin Ragb, Theus Aspiras, and Vijayan K. Asari, "Human detection in infrared imagery using gradient and texture features and super-pixel segmentation," IEEE International Conference on Technologies for Homeland Security (IEEE HST 2018), Woburn, Massachusetts, USA, 23-24 October 2018. (IEEE)

  172. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha , and Vijayan K. Asari, "Nuclei segmentation with Recurrent Residual Convolutional Neural Networks based U-Net (R2U-Net)," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

  173. Md Zahangir Alom, Chris Yakopcic, Tarek M. Taha , and Vijayan K. Asari, "Microscopic blood cell classification using Inception Recurrent Residual Convolutional Neural Networks," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

  174. Ruixu Liu, Tao Peng, Vijayan K. Asari, and John Loomis, "Real-time 3D scene reconstruction and localization with surface optimization," 2018 IEEE National Aerospace & Electronics Conference, Dayton, Ohio, USA, 23 - 26 July 2018. (NAECON)

  175. Paheding Sidike, Vasit Sagan, Vijayan K. Asari, and Maitiniyazi Maimaitijiang, "A multi-component based volumetric directional pattern for texture feature extraction from hyperspectral imagery," Proceedings of the SPIE Defense + Security: Pattern Recognition and Tracking XXIX , Orlando, Florida, United States, vol. 10649, pp. 1-9, doi: 10.1117/12.2309317, 15 - 19 April 2018. (SPIE DCS)

  176. Evan Krieger, Theus Aspiras, Vijayan K. Asari, Kevin Krucki, Bryce Wauligman, Yakov Diskin, and Karl Salva, "Vehicle tracking in full motion video using the progressively expanded neural network tracker," Proceedings of the SPIE Defense + Security: Pattern Recognition and Tracking XXIX , Orlando, Florida, United States, vol. 10649, pp. 1-9, doi: 10.1117/12.2305391, 15 - 19 April 2018. (SPIE DCS)

  177. Ming Gong, Almabrok Essa, and Vijayan K. Asari, "Integrated color, shape and texture features for object classification on oil/gas pipeline right-of-ways," Proceedings of the SPIE Defense + Security: Automatic Target Recognition XXVIII , Orlando, Florida, United States, vol. 10648, pp. 1-10, doi: 10.1117/12.2305109, 15 - 19 April 2018. (SPIE DCS)

  178. Hussin K. Ragb, Vijayan K. Asari, and Theus H. Aspiras, "Human detection in infrared imagery using intensity distribution, gradient and texture features," Proceedings of the SPIE Defense + Commercial Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2018 (Multimedia Algorithms and Systems) , Orlando, Florida, United States, vol. 10668, pp. 1-8, 15 - 19 April 2018. (SPIE DCS)

  179. Almabrok Essa and Vijayan K. Asari, "Multi-feature fusion based approach for robust face recognition," Proceedings of the SPIE Defense + Commercial Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2018 (Image Analysis Techniques) , Orlando, Florida, United States, vol. 10668, pp. 1-6, doi: 10.1117/12.2305371, 15 - 19 April 2018. (SPIE DCS )

  180. Patrick Martell and Vijayan K. Asari, "Hierarchical auto-associative polynomial convolutional neural network (HAP-CNN) for pattern classification," Proceedings of the IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, pp. 338: 1-6, 28 January - 01 February 2018. (EI 2018)

  181. Hussin Ragb, Theus Aspiras, and Vijayan K. Asari, "Depth and super-pixel extraction for augmenting human detection," Proceedings of the IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, pp. 336: 1-6, 28 January - 01 February 2018. (EI 2018)

  182. Hussin Ragb and Vijayan K. Asari, "A feature fusion strategy for human detection in omnidirectional camera imagery," Proceedings of the IS&T International Symposium on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World , Burlingame, California, USA, pp. 375: 1-5, 28 January - 01 February 2018. (EI 2018)

Abstracts

• 183. Brad R. Sorg, Jason Demeter, Alexander R. Jereb, Clayton T. Kern, Jamie Stanton, Garrett C. Sargent, and Vijayan K. Asari, "Brain machine interface software application for data collection, thought analysis, and robotic arm control," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  184. Brandon Mckenzie Hampshire and Vijayan K. Asari, "Mobile Sensor Lab," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  185. Ming Gong, Almabrok Essa, Ivan A Sudakov, and Vijayan K. Asari, "A survey of tundra lake size changes during around 40-year time interval observed in historical maps and satellite images," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  186. Ruixu Liu and Vijayan K. Asari, "Real-time camera tracking and 3D scene reconstruction based on pose graph," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  187. Ming Gong, Almabrok Essa, and Vijayan K. Asari, "Multi-feature fusion approach for object classification on oil/gas pipeline right-of-ways," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  188. Hussin Ragb and Vijayan K. Asari, "Human detection on omnidirectional camera imagery by multi-feature fusion based on gradients, color and local phase information," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

  189. Zhiyuan Xie and Vijayan K. Asari, "Convolutional neural network based multi-view object classification," Proceedings of the Brother Joseph W Stander Symposium 2018, University of Dayton, Dayton, OH, USA, 18 April 2018.

2017

Journals

• 190. Daniel Prince, Paheding Sidike, Almabrok Essa, and Vijayan K. Asari, "Multi-feature fusion for automatic building change detection in wide area imagery," Journal of Applied Remote Sensing, doi:10.1117/1.JRS.11.026040, vol. 11, no. 2, pp. 026040: 1-20, June 2017. (SPIE JARS)

  191. Paheding Sidike, Abduwasit Ghulam, Vijayan K. Asari, and Mohammad S. Alam, "Efficient hyperspectral target detection using class-associative spectral fringe-adjusted JTC with dimensionality reduction techniques," Asian Journal of Physics (AJP): Special Issue on Trends in Image Processing and Machine Learning, vol. 26, no 3/4, pp. 171-180, June 2017. (AJP) (NSF)

  192. Fatema A Albalooshi and Vijayan K. Asari, "Active contours for segmentation: A survey," Asian Journal of Physics (AJP): Special Issue on Trends in Image Processing and Machine Learning, vol. 26, no 3/4, pp. 181-196, June 2017. (AJP)

  193. Ruixu Liu and Vijayan K. Asari, "3D reconstruction revisited: Real-time indoor scene reconstruction by using RGB-D sensor," Asian Journal of Physics (AJP): Special Issue on Trends in Image Processing and Machine Learning, vol. 26, no. 3/4, pp. 197-212, June 2017. (AJP)

  194. Evan Krieger, Paheding Sidike, Theus Aspiras, and Vijayan K. Asari, "Deterministic object tracking using Gaussian ringlet and directional edge features," Journal of Optics and Laser Technology, doi: 10.1016/j.optlastec.2017.04.011, vol. 95, pp. 133–146, May 2017. (JOLT Elsevier)

  195. Almabrok Essa, Paheding Sidike, and Vijayan K. Asari, "Volumetric directional pattern for spatial feature extraction in hyperspectral imagery," IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 7, pp. 1056-1060, doi: 10.1109/LGRS.2017.2695559, May 2017. (IEEE GRSL)

  196. Md. Zahangir Alom, Paheding Sidike, Tarek Taha, and Vijayan K. Asari, "State preserving extreme learning machine: a monotonically increasing learning approach," Neural Processing Letters, vol. 45, no. 2, pp. 703-725, April 2017. (Springer NPL)

  197. Paheding Sidike, Evan Krieger, M. Zahangir Alom, Vijayan K. Asari, and Tarek Taha, "A fast single image super-resolution via directional edge guided regularized extreme learning regression," Signal, Image and Video Processing, DOI: 10.1007/s11760-016-1045-8, pp. 1-8, January 2017. (Springer)

  198. Theus H. Aspiras and Vijayan K. Asari, "Hierarchical auto-associative polynomial network (HAP Net) for pattern recognition," Neurocomputing, doi.org/10.1016/j.neucom.2016.10.002, vol. 222, pp. 1-10, January 2017. (Elsevier)

arXiv

• 199. Md Zahangir Alom, Mahmudul Hasan, Chris Yakopcic, Tarek M. Taha, Vijayan K. Asari, "Improved inception-residual convolutional neural network for object recognition," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1712.09888, pp. 1-17, December 2017. (arXiv)

  200. Md Zahangir Alom, Peheding Sidike, Mahmudul Hasan, Tark M. Taha, Vijayan K. Asari, "Handwritten Bangla character recognition using the state-of-art deep convolutional neural networks," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1712.09872, pp. 1-12, December 2017. (arXiv)

  201. Kumar S. Ray, Vijayan K. Asari, and Soma Chakraborty, "Object Detection by Spatio-Temporal Analysis and Tracking of the Detected Objects in a Video with Variable Background," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1705.02949, pp. 1-13, April 2017. (arXiv)

  202. Md Zahangir Alom, Paheding Sidike, Tarek M. Taha, Vijayan K. Asari, "Handwritten Bangla digit recognition using deep learning," arXiv.org, Computer Vision and Pattern Recognition, arXiv:1705.02680, pp. 1-12, May 2017. (arXiv)

Conferences

• 203. Garrett Sargent, Haotian Zhang, Alyssa Morgan, Adam Van Camp, Arlen D'Arcy, Adam Cassedy, Theus Aspiras, Emma Romstadt, Victoria Dicillo and Vijayan Asari, "Brain machine interface for useful human interaction via extreme learning machine and state machine design," Proceedings of the IEEE Symposium Series on Computational Intelligence - IEEE SSCI 2017, DOI: 10.1109/SSCI.2017.8285450, pp. 1-5, Waikiki Resort in Honolulu, Hawaii, USA, 27 November 01 December 2017. (IEEE SSCI)

  204. Theus Aspiras, Vijayan K. Asari, and Terry Stanard, "Tracker Fusion for Robust Object Tracking and Confidence Reporting in Wide Area Motion Imagery," IEEE Workshop on Applied Imagery and Pattern Recognition: Big Data, Analytics, and Beyond - AIPR 2017, Washington Dc, USA, 10 - 12 October 2017. (IEEE AIPR)

  205. Theus Aspiras, Vijayan K. Asari, and Hussin Ragb, "Enhanced Human Detection using Gradient and Texture Features and Super-pixel Segmentation," IEEE Workshop on Applied Imagery and Pattern Recognition: Big Data, Analytics, and Beyond - AIPR 2017, Washington Dc, USA, 10 - 12 October 2017. (IEEE AIPR)

  206. Theus Aspiras, Vijayan K. Asari, and Fatema Albalooshi, "Multi-Cascade Self-Organizing Lattice Boltzmann Active Contour for Coarse/Fine Image Segmentation and Classification," IEEE Workshop on Applied Imagery and Pattern Recognition: Big Data, Analytics, and Beyond - AIPR 2017, Washington Dc, USA, 10 - 12 October 2017. (IEEE AIPR)

  207. Evan Krieger and Vijayan K. Asari, "Visual perception based adaptive feature fusion for object tracking," IEEE International Conference on Systems, Man, and Cybernetics - SMC 2017, Banff, Canada, 05 - 08 October 2017. (IEEE SMC)

  208. Theus Aspiras, Evan Krieger, and Vijayan K. Asari, "Directional ringlet intensity feature transform (DRIFT) based object tracking in IR imagery," SPIE Optics and Photonics: Infrared Remote Sensing and Instrumentation XXV, San Diego, California, USA, 07 - 08 August 2017. (SPIE OP)

  209. Daniel Prince and Vijayan K. Asari, "Automatic building change detection through linear feature fusion and difference of Gaussian classification," SPIE Optics and Photonics: Infrared Remote Sensing and Instrumentation XXV, San Diego, California, USA, 07 - 08 August 2017. (SPIE OP)

  210. Garrett Sargent, Bradley Ratliff, Vijayan K. Asari, "Single image super-resolution via regularized extreme learning regression for imagery from microgrid polarimeters," SPIE Optics and Photonics: Polarization Science and Remote Sensing VIII, San Diego, California, USA, 08 - 09 August 2017. (SPIE OP)

  211. Hussin Ragb and Vijayan K. Asari, "Fused shape features based on gradients and local phase in color domain," 2017 National Aerospace & Electronics Conference: Algorithms for Tracking in Aerial Surveillance, Dayton, Ohio, USA, 27 - 30 June 2017. (NAECON)

  212. Khalfalla Awedat, Almabrok Essa, Vijayan Asari, and David Stoppenbrink, "Sparse representation based classification performance under different optimization forms for face recognition," 2017 National Aerospace & Electronics Conference: Algorithms for Tracking in Aerial Surveillance, Dayton, Ohio, USA, 27 - 30 June 2017. (NAECON)

  213. Almabrok Essa and Vijayan K. Asari, "Fusing facial shape and appearance based features for robust face recognition," 2017 National Aerospace & Electronics Conference: Algorithms for Tracking in Aerial Surveillance, Dayton, Ohio, USA, 27 - 30 June 2017. (NAECON)

  214. Almabrok Essa, Ivan Sudakov, and Vijayan K. Asari, "Detecting of tundra lake patterns on permafrost historical maps," 2017 National Aerospace & Electronics Conference, Dayton, Ohio, USA, 27 - 30 June 2017. (NAECON)

  215. Vijayan K. Asari and Paheding Sidike, "Automatic material segmentation in hyper-spectral imagery by a nonlinear line attractor neural network," OSA Imaging and Applied Optics Congress: Imaging Systems and Applications, San Francisco, California, USA, 26 - 29 June 2017. (OSA Invited Talk)

  216. Theus H. Aspiras and Vijayan K. Asari, and Christopher J.D. Neal, "Integration of automated object detection and tracking system in full motion flight simulation system," The Image Society Conference: Image 2017, Dayton, Ohio, USA, 27 - 28 June 2017. (Image 2017)

  217. Khalfalla Awedat, Almabrok Essa, and Vijayan K. Asari, "Sparse representation classification based linear integration of l1-norm and l2-norm for robust face recognition," IEEE International Conference on Electro Information Technology (EIT 2017), Lincoln, Nebraska, U.S.A, 14 - 17 May 2017. (EIT 2017)

  218. Theus Aspiras, Vijayan K. Asari and Terry Stanard, "Tracker fusion for robust object tracking and confidence reporting in wide area motion imagery," IEEE International Conference on Technologies for Homeland Security (IEEE HST 2017), Waltham, Massachusetts, USA, 25 -26 April 2017. (IEEE)

  219. Hussin Ragb, Theus Aspiras, Vijayan K. Asari and Pramud Rawat, "Omnidirectional camera image analysis for law-enforcement and border control applications," IEEE International Conference on Technologies for Homeland Security (IEEE HST 2017), Waltham, Massachusetts, USA, 25 -26 April 2017. (IEEE)

  220. Ruixu Liu and Vijayan K. Asari, "3D indoor scene reconstruction and change detection for robotic sensing and navigation," SPIE Defense + Commercial Sensing: Mobile Multimedia/Image Processing, Security, and Applications 2017, Anaheim, California, USA, vol. SPIE 10221, doi:10.1117/12.2262831, 09 - 13 April 2017. (SPIE DCS)

  221. Paheding Sidike, Almabrok Essa, Maher Qumsiyeh, and Vijayan K. Asari, "Extreme learning machine with variance inflation factor for robust pattern recognition," SPIE Defense + Security: Pattern Recognition and Tracking XXVIII, Anaheim, California, USA, 09 - 13 April 2017. (SPIE DSS)

  222. Almabrok Essa and Vijayan K. Asari, "Multi-texture local ternary pattern for face recognition," Proceedings of the SPIE Defense + Security Conference: Pattern Recognition and Tracking XXVIII, doi: 10.1117/12.2263735, Anaheim, California, USA, vol. 10203, pp. 1-6, 09 - 13 April 2017. (SPIE DSS)

  223. Fatema Albalooshi, Paheding Sidike, and Vijayan K. Asari, "Automatic detection and segmentation of oil leak in ocean environment," Middle East Heavy Oil Congress (MEHOC 2017): Exploration, Production & Transportation, Kingdom of Bahrain, 11 - 12 April 2017. (MEHOC)

  224. Nilesh U. Powar, Tamera R. Schneider, Julie A. Skipper, Douglas T. Petkie, Vijayan K. Asari, Rebecca R. Riffle, Matthew S. Sherwood, and Carl B. Cross, "Thermal facial signatures for state assessment during deception," Proceedings of the IS&T International Conference on Electronic Imaging (Society for Imaging Science and Technology): Image Processing: Algorithms and Systems , San Francisco (Burlingame), California, USA, pp. 95-104, 29 January - 02 February 2017. (IS&T)

  225. Hussin Ragb and Vijayan K. Asari, "Chromatic domain phase features with gradient and texture for efficient human detection," Proceedings of the IS&T International Conference on Electronic Imaging (Society for Imaging Science and Technology): Imaging and Multimedia Analytics in a Web and Mobile World , DOI: https://doi.org/10.2352/ISSN.2470-1173.2017.10.IMAWM-172, San Francisco (Burlingame), California, USA, pp. 74-79, 29 January - 02 February 2017. (IS&T)

  226. ALmabrok Essa and Vijayan K. Asari, "Local boosted features for illumination invariant face recognition," Proceedings of the IS&T International Conference on Electronic Imaging (Society for Imaging Science and Technology): Imaging and Multimedia Analytics in a Web and Mobile World , DOI: https://doi.org/10.2352/ISSN.2470-1173.2017.10.IMAWM-170, San Francisco (Burlingame), California, USA, pp. 70-73, 29 January - 02 February 2017. (IS&T)

Abstracts

• 227. Garrett C Sargent and Vijayan K. Asari, "Single Image Super-resolution for Polarimetric Imagery," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 125, 05 April 2017.

  228. Benjamin E Natarian and Vijayan K. Asari, "Remote Sensing: Natural Gas Detection with Infrared (IR) Spectrum," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 125, 05 April 2017.

  229. Arjun Udayakumar Sherly and Vijayan K. Asari, "Rear Eye Vision for Enhanced Safety in Autonomous Navigation," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 124, 05 April 2017.

  230. Almabrok Essa Essa and Vijayan K. Asari, "Local Difference Sign-Magnitude Transform of Edge/Corner Features for Robust Face Recognition," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 123, 05 April 2017.

  231. Hussin K Ragb and Vijayan K. Asari, "Integrated Shape and Texture Features for Robust Pedestrian Detection," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 123, 05 April 2017.

  232. Sulaiman S Alhazzaa, Amani Alkhudair, Brian D Hartnett, Dexin Ren, Philip E Doepker, Amy T Neidhard-Doll, and Vijayan K. Asari, "High-Speed Automatic Human Face Recognition System," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 123, 05 April 2017.

  233. Adam N Cassedy, Arlen J D’Arcy, Alyssa Katherine Morgan, Adam Patrick Van Camp, Theus H Aspiras, Garrett C Sargent, and Vijayan K. Asari, "Electroencephalographic Signal Classification for Robotic Arm Control," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 122, 05 April 2017.

  234. Patrick K Martell and Vijayan K. Asari, "CNN Based HAPNet for Deep Learning," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 121, 05 April 2017.

  235. Almabrok Essa Essa, Ruixu Liu, and Vijayan K. Asari, "Camera pose estimation for 3D scene reconstruction based key frame extraction," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 121, 05 April 2017.

  236. Almabrok Essa Essa, Evan W Krieger, and Vijayan K. Asari, "Boosted Ringlet Features for Visual Object Tracking," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 120, 05 April 2017.

  237. Theus H Aspiras, Brandon M Hampshire, and Vijayan K. Asari, "Bicycle Safety Project," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 120, 05 April 2017.

  238. Ming Gong and Vijayan K. Asari, "Automatic Intrusion Detection on Oil/Gas Pipeline Right-of-Ways," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 119, 05 April 2017.

  239. Ruixu Liu and Vijayan K. Asari, "3D Indoor Scene Reconstruction using RGB-D Sensor," Proceedings of the Brother Joseph W Stander Symposium 2017, University of Dayton, Dayton, OH, USA, Page 119, 05 April 2017.

2016

Journals

• 240. Hussin K. Ragb and Vijayan K. Asari, "Local phase features in chromatic domain for human detection," International Journal of Monitoring and Surveillance Technologies Research, doi: 10.4018/IJMSTR.2016070104, vol. 4, no. 3, pp. 52-72, 2016. (IJMSTR)

  241. Almabrok Essa and Vijayan K. Asari, "Histogram of oriented directional features for robust face recognition," International Journal of Monitoring and Surveillance Technologies Research, doi: 10.4018/IJMSTR.2016070103, vol. 4, no. 3, pp. 35-51, 2016. (IJMSTR)

  242. Mohammad Moinul Islam, Mohammed Nazrul Islam, Vijayan K. Asari, and Mohammad A. Karim,  "Hybrid edge and feature based single image super-resolution," SPIE/IS&T Journal of Electronic Imaging, vol. 25, no. 4, pp. 1-8, doi:10.1117/1.JEI.25.4.043005,  July 2016. (SPIE) 

  243. Paheding Sidike, Vijayan K. Asari and Mohammad S. Alam, "Recent advances in fringe-adjusted joint transform correlation based optical pattern recognition techniques," Asian Journal of Physics: An International Research Journal, vol. 25, no. 4/5, pp. 511-519, April 2016. (AJP)

  244. Paheding Sidike, Vijayan K. Asari, and Mohammad S. Alam, “Multiclass object detection with single query in hyperspectral imagery using class-associative spectral fringe-adjusted joint transform correlation,” IEEE Transactions on Geoscience and Remote Sensing (TGRS), DOI: 10.1109/TGRS.2015.2476480, vol. 54, no. 2, pp. 1196-1208, February 2016. (IEEE TGRS)

  245. Hussin Ragb and Vijayan K. Asari, "Fused structure and texture (FST) features for improved pedestrian detection," International Journal of Computer, Electrical, Automation, Control and Information Engineering, (World Academy of Science, Engineering and Technology), vol. 10, no. 1, pp. 202-209, 2016. (WASET) (Article)

Book Chapters

• 246. Varun Santhaseelan and Vijayan K. Asari, "Automated whale blow detection in infrared video," Computer Vision and Pattern Recognition in Environmental Informatics, IGI Global, doi: 10.4018/978-1-4666-9435-4.ch004, pp. 58-78, 2016. (IGI Global)

  247. Theus Aspiras, Vijayan Asari, and Wesam Sakla, "Weighted nonlinear line attractor for complex manifold learning," Computational Intelligence, Edited by Juan Julián Merelo, Agostinho Rosa, José M. Cadenas, António Dourado, Kurosh Madani, António Ruano and Joaquim Filipe, doi: 10.1007/978-3-319-48506-5_19, vol. 669, pp. 371-385, November 2016. (Springer)

  248. Paheding Sidike, Md. Zahangir Alom, Vijayan K. Asari, and Tarek M. Taha, "Non-regularized state preserving extreme learning machine for natural scene classification," Advances in Intelligent Systems and Computing, Springer Book Series, Edited by Raman B., Kumar S., Roy P., Sen D., doi: 10.1007/978-981-10-2104-6_37, Proceedings of the International Conference on Computer Vision and Image Processing (CVIP-2016), Indian Institute of Technology – Roorkee, Uttarakhand, India, vol. 459, pp. 409-418, 26 - 28 February 2016. (Springer)

  249. Purvi Koringa, Suman Mitra, and Vijayan K. Asari, "Handling illumination variation: A challenge for face recognition," Advances in Intelligent Systems and Computing, Springer Book Series, Edited by Raman B., Kumar S., Roy P., Sen D., doi: 10.1007/978-981-10-2107-7_25, Proceedings of the International Conference on Computer Vision and Image Processing (CVIP-2016), Indian Institute of Technology – Roorkee, Uttarakhand, India, vol. 460, pp. 273-283, 26 - 28 February 2016. (Springer)

Conferences

• 250. Almabrok Essa and Vijayan Asari, "Local edge/corner feature integration for illumination invariant face recognition," The First International Conference on Applications and Systems of Visual Paradigms - VISUAL 2016, Barcelona, Spain, 13 - 17 November 2016. (VISUAL)

  251. Evan Krieger,  Paheding Sidike, Almabrok Essa, and and Vijayan K. Asari, "Boosted ringlet features for robust object tracking," IEEE Applied Imagery Pattern Recognition Workshop: Imaging and Artificial Intelligence: Intersection and Synergy - AIPR 2016, Washington DC, USA, October 18-20, 2016. (IEEE AIPR)

  252. Hussin Ragb and Vijayan Asari, "Multi-feature fusion and PCA based approach for efficient human detection," IEEE Computer Society Workshop on Applied Imagery and Pattern Recognition - AIPR 2016: Imaging and Artificial Intelligence: Intersection and Synergy, Washington DC, USA, 18 - 20 October 2016. (IEEE AIPR)

  253. Nina Varney,  Vijayan Asari, and Garrett Sargent, "A novel feature extraction methodology for region classification in LiDAR data," SPIE Remote Sensing Conference, Edinburgh International Conference Center, Edinburgh, United Kingdom, 26 - 29 September 2016. (SPIE Remote Sensing)

  254. Paheding Sidike, Chen Chen, Vijayan Asari, Yan Xu, and Wei Li, "Classification of hyper-spectral image using multi-scale spatial texture features," 8th IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), Los Angeles (UCLA campus), California, USA, 21-24 August 2016.(IEEE WHISPERS)

  255. Almabrok Essa and Vijayan Asari, "Face recognition based on modular histogram of oriented directional features," National Aerospace & Electronics Conference & Ohio Innovation Summit (NAECON-OIS), Dayton, Ohio, USA, pp. 49-53, 26 - 29 July 2016. (IEEE) (IEEE Article)

  256. Hussin Ragb and Vijayan Asari, "Color and local phase based descriptor for human detection," National Aerospace & Electronics Conference & Ohio Innovation Summit (NAECON-OIS), Dayton, Ohio, USA, pp. 68-73, 26 - 29 July 2016. (IEEE) (IEEE Article)

  257. Paheding Sidike, Daniel Prince, Almabrok Essa, and Vijayan K. Asari, "Automatic building change detection through adaptive local textural features and sequential background removal," 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2016), doi: 10.1109/IGARSS.2016.7729738, Beijing, China, pp. 2857-2860, 10 - 15 July 2016. (IEEE GARSS) (GARSS Article)

  258. Theus Aspiras, Kevin Geary, Evan W. Krieger, Vijayan K. Asari, and Terry Stanard, "Color DRIFT for robust object tracking in wide area motion imagery," SPIE Defense + Security: Optical Pattern Recognition XXVII, Baltimore, MD, USA, 17 - 21 April 2016. (SPIE)

  259. Paheding Sidike, Almabrok Essa, Evan W. Krieger, and Vijayan K. Asari, "Tracking visual objects using ringlet-based pyramid Fourier histogram of oriented gradients," SPIE Defense + Security: Optical Pattern Recognition XXVII, doi:10.1117/12.2228914, Baltimore, MD, USA, vol. 9845, pp. 1-6, 17 - 21 April 2016. (SPIE)

  260. Paheding Sidike, Almabrok Essa, and Vijayan K. Asari, "Scene sketch generation using mixture of gradient kernels and adaptive thresholding," SPIE Defense + Security: Optical Pattern Recognition XXVII, doi: 10.1117/12.2226032, Baltimore, MD, USA, vol. 9845, pp. 1-6, 17 - 21 April 2016. (SPIE)

  261. Adel A. Sakla, Mohammad Alam, and Vijayan K. Asari, "Investigation of correlation between vibrometric data and accelerometric data using spectral fringe-adjusted joint transform correlation," SPIE Defense + Security: Optical Pattern Recognition XXVII, doi:10.1117/12.2225252, Baltimore, MD, USA, vol. 9845, pp. 1-7, 17 - 21 April 2016. (SPIE)

  262. Ruixu Liu, Brandon Hampshire, and Vijayan K. Asari, "3D change detection in staggered voxels model for robotic sensing and navigation," SPIE Conference on Commercial + Scientific Sensing and Imaging: Mobile Multimedia/Image Processing, Security, and Applications 2016, doi:10.1117/12.2227215, Baltimore, MD, USA, vol. 9869, pp. 1-7, 17 - 21 April 2016. (SPIE)

  263. Hussin Ragb and Vijayan K. Asari, "Histogram of oriented phase (HOP): a new descriptor based on phase congruency," SPIE Conference on Commercial + Scientific Sensing and Imaging: Mobile Multimedia/Image Processing, Security, and Applications 2016, doi:10.1117/12.2225159, Baltimore, MD, USA, vol. 9869, pp. 1-10, 17 - 21 April 2016. (SPIE)

  264. ALmabrok Essa, Paheding Sidike, and Vijayan K. Asari, "Real time automatic machinery threat detection and identification system for protection of pipeline infrastructure," IS&T International Conference on Electronic Imaging: Imaging and Multimedia Analytics in a Web and Mobile World 2016, doi: https://doi.org/10.2352/ISSN.2470-1173.2016.11.IMAWM-466, San Francisco, California, USA, pp. 1-5, 14-18 February 2016. (EI S&T)

  265. Hussin Ragb and Vijayan K. Asari, "Histograms of oriented phase and gradient (HOPG) descriptor for improved pedestrian detection," IS&T International Conference on Electronic Imaging: Video Surveillance and Transportation Imaging Applications 2016, San Francisco, California, USA, 14-18 February 2016. (IS&T)

  266. Hussin Ragb and Vijayan K. Asari, "Fused structure and texture (FST) features for improved pedestrian detection," Proceedings of the International Conference on Computer Vision, Imaging and Computer Graphics - ICCVICG 2016, (World Academy of Science, Engineering and Technology), Zurich, Switzerland, vol. 18, no. 1, Part V, pp. 819-826, 12-13 January 2016. (ICCVICG) (WASET)

Abstracts

• 267. Paheding Sidike and Vijayan K. Asari, "Multi-spectral data exploitation for automatic object detection and segmentation," Human Perception of Multi-spectral Imagery Workshop Fusion 2016, Tec^Edge ICC, Dayton, Ohio, December 02, 2016. (Invited Talk)

  268. Vijayan K. Asari, "Object Detection, Tracking and Recognition in Complex Environmental Conditions," International Conference on Applications and Systems of Visual Paradigms VISUAL 2016, Barcelona, Spain, November 13-17, 2016. (Tutorial)

  269. Vijayan K. Asari, "Learning Complex Manifold of Visual Perception for Pattern Association," International Conference on Applications and Systems of Visual Paradigms VISUAL 2016, Barcelona, Spain, November 13-17, 2016. (Keynote Talk)

  270. Vijayan K. Asari, "A nonlinear manifold learning strategy for robust face recognition,"Global Summit and Expo on Multimedia and Applications MULTIMEDIA 2016, August 15-16, 2016. (Keynote Talk)

  271. Vijayan K. Asari, "Automatic object recognition and tracking in complex environmental conditions," Global Summit and Expo on Multimedia and Applications MULTIMEDIA 2016, Londo, United Kingdom, August 15-16, 2016. (Invited Talk)

  272. Vijayan K. Asari, "Wide Area Aerial Surveillance for Situation Awareness and Security Automation," IEEE International Conference on Communication Systems and Networks - COMNET 2016, Trivandrum, India, July 22, 2016. (Keynote Talk)

  273. Vijayan K. Asari, "Automated intrusion detection for oil/gas pipeline infrastructure protection," 2016 DC ACM Webinar Series, Organized by the Washington DC Chapter of ACM DC ACM 2016, Webinar, June 27, 2016. (Invited Talk)

  274. Vjayan K. Asari, "Network enabled feature search on distributed servers around the world for human identification in video sequences," (Invited Talk), 2nd International Conference and Business Expo on Wireless Telecommunication, Oberoi Center, Dubai, UAE, 21 April 2016. (Wireless 2016)

  275. Vijayan K. Asari, Paheding Sidike, Almabrok Essa, and Daniel Prince, "Automatic Pipeline Threat Detection by Aerial Surveillance," (Keynote Talk), 2nd International Conference and Business Expo on Wireless Telecommunication, Oberoi Center, Dubai, UAE, 22 April 2016. (Wireless 2016)

  276. Brandon M Hampshire, Theus Aspiras, and Vijayan K. Asari, "Depth Perception for Obstacle Avoidance using Robust Artificial Intelligence-based Defense Electro Robot (RAIDER)," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  277. ALmabrok Essa Essa, Daniel P Prince, Sidike Paheding, and Vijayan K. Asari, "Frame Redundancy Elimination Technology for Big Data Analysis," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  278. Md. Zahangir Alom, Sidike Paheding, Tarak Taha, and Vijayan K. Asari, "An Efficient Brain-like Learning Machine to Mimic Human Perception," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  279. ALmabrok Essa Essa, Daniel P Prince, Sidike Paheding, and Vijayan K. Asari, "Object Detection Through 2D-3D Visible and Hyperspectral Imagery," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  280. Evan W Krieger, Sidike Paheding, and Vijayan K. Asari, "Object Tracking using Statistic-based Feature Fusion Technique," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  281. Emma L Romstadt, Garrett C Sargent, Victoria Lynn Dicillo, and Vijayan K. Asari, "Brain Machine Interface," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  282. Ruixu Liu and Vijayan K. Asari, "3D scene reconstruction and change detection using RGB-D sensor data," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  283. Evan W Krieger, Sidike Paheding, and Vijayan K. Asari, "Image Interpolation Using Fourier Phase Features," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  284. Thomas C Sharp and Vijayan K. Asari, "Shadow Detection Preprocessing for Computer Vision Technologies," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  285. ALmabrok Essa, Daniel P Prince, Sidike Paheding, and Vijayan K. Asari, "Automated Oil/Gas Leak Detection System," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  286. ALmabrok Essa, Daniel P Prince, Sidike Paheding, and Vijayan K. Asari, "Automatic Building Detection in Wide Area Imagery," Brother Joseph W Stander Symposium 2016, University of Dayton, Dayton, OH, USA, 20 April 2016.

  287. Vijayan K. Asari, Paheding Sidike, Almabrok Essa, and Daniel Prince, "Automated wide area surveillance system for oil/gas pipeline infrastructure protection," 2016 IEEE/ACM 11th Annual Information Technology Professional Conference at TCF - ITPC 2016, The College of New Jersey, Ewing Township, NJ, USA, March 18, 2016.