Journal Publications:
18. M. K. Panda, A. Sharma, V. Bajpai, B. N. Subudhi, T. Veerakumar and V. Jakhetiya,"Encoder and Decoder Network with ResNet-50 and Global Average Feature Pooling for Local Change Detection", Computer Vision and Image Understanding (accepted), 2022 (IF: 4.886)
17. S. Thakur, V. Jakhetiya, B. N. Subudhi, S. P. Jaiswal, L. Li, and W. Lin,"Context Region Identification based Quality Assessment of 3D Synthesized Views", IEEE Transactions on Multimedia (accepted), 2023 (IF: 8.182)
16. H. Singh, S. Suman, B. N. Subudhi, V. Jakhetiya, and A. Ghosh, "Action Recognition in Dark Videos using Spatio-temporal Features and Bidirectional Encoder Representations from Transformers", IEEE Transactions on Artificial Intelligence (accepted), 2022
15. Sadbhawna, V. Jakhetiya, S. Chaudhary, B. N. Subudhi, S. C. Guntuku, and W. Lin "Perceptually Unimportant Information Reduction and Cosine Similarity-based Quality Assessment of 3D-Synthesized Images," IEEE Transactions on Image Processing, 2022 (IF: 10.856)
14. Sadbhawna, V. Jakhetiya, S. C. Guntuku, D. Mumtaz, and B. N. Subudhi, "Stretching Artifacts Identification for QualityAssessment of 3D-Synthesized Views," IEEE Transactions on Image Processing, 2022 (IF: 10.856)
13. B. N. Subudhi, M. K. Panda, T. Veerakumar, V. Jakhetiya, and S. Esakkirajan, "Kernel Induced Possibilistic Fuzzy Associative Background Subtraction for Video Scene", IEEE Transactions on Computational Social Systems, 2021. (IF: 5.357)
12. D. Mumtaz, Vinit Jakhetiya, K. Nathwani, B. N. Subudhi, S. Guntuku," Non-Intrusive Perceptual Audio Quality Assessment for User-Generated Content Using Deep Learning", IEEE Transactions on Industrial Informatics, (accepted), 2021. (IF: 10.215)
11. P. Mahajan, V. Jakhetiya, P. Abrol, P. Lehana, B. N. Subudhi, and S. C. Guntuku, "Perceptual Quality Evaluation of Hazy Natural Images," IEEE Transactions on Industrial Informatics, vol. 17, no. 12, pp. 8046 - 8056, 2021.
10. Vinit Jakhetiya, Ke Gu, Sunil P. Jaiswal, Trisha Singhal, Zhifang Xia, "Kernel Ridge Regression-Based Quality Measure and Enhancement of 3D-synthesized Images," accepted for publication in IEEE Transactions on Industrial Electronics.
9. Vinit Jakhetiya, Ke Gu, Trisha Singhal, Sharath C. Guntuku, Weisi Lin, "A Highly Efficient Blind Image Quality Assessment Metric of 3D-Synthesized Images using Outlier Detection," accepted for publication in IEEE Transactions on Industrial Informatics (Source code).
8. Vinit Jakhetiya, Weisi Lin, Sunil Jaiswal, Sharath C. Guntuku and Oscar C. Au, "Maximum a Posterior and Perceptually Motivated Reconstruction Algorithm: A Generic Framework," published in IEEE Transactions on Multimedia, Paper Link, Source Code, Results.
7. Vinit Jakhetiya, Ke Gu, Weisi Lin, Qiaohong Li, Sunil Jaiswal, "A Prediction Backed Model for Quality Assessment of Screen Content and 3D synthesized Images," published in IEEE Transactions on Industrial Informatics (Predicted Quality Scores).
6. Gu Ke*, Vinit Jakhetiya*, Weisi Lin, "Model-Based Referenceless Quality Metric of 3D Synthesized Images Using Local Image Descriptors," published in IEEE Transactions on Image Processing (*Both the authors have equal contributions) (Please directly contact Dr. Gu (guke.doctor@gmail.com).
5. Vinit Jakhetiya, Weisi Lin, Sunil Jaiswal, Gu Ke, Sharath C. Guntuku, "Just Noticeable Difference for Natural Images using RMS Contrast and Feed-back Mechanism," published in Elsevier Neurocomputing, Paper Link, Online Subjective Testing form (Email me for the source code).
4. Sunil P. Jaiswal, Lu Fang, Vinit Jakhetiya, Jiahao Pang, Klaus Mueller, Oscar C. Au, "Adaptive Multispectral Demosaicking Based on Frequency Domain Analysis of Spectral Correlation," published in IEEE Transactions on Image Processing (I.F = 4.828), Paper link (Source code).
3. Issacniwas Swamidoss, Vinit Jakhetiya, Weisi Lin, Chee Keong Kwoh, and Chelvin C. Sng, "Complex wavelet-based quality assessment for AS-OCT images with application to Angle Closure Glaucoma diagnosis," published in Elsevier Computer Methods and Programs in Biomedicine, Paper link.
2. Sai Manoj Prakhya, Weisi Lin, Bingbing Liu, and Vinit Jakhetiya, "B-SHOT: A Binary 3D Feature Descriptor for Fast Keypoint Matching on 3D Point Clouds, " published in Springer Autonomous Robots.
1. Jiansheng Qian, Lijuan Tang, Vinit Jakhetiya, Zhifang Xia, and Ke Gu, "Towards Efficient Blind Quality Evaluation of Screen Content Images Based on Edge-Preserving Filter, published in IET Electronics Letters.
Conference Publications:
25. Jinjin Gu, Haoming Cai, ..., Abhisek Keshari, Sadbhawana Thakur, Vinit Jakhetiya, Badri N Subudhi,.., Anil Kumar Tiwari, "NTIRE 2022 challenge on perceptual image quality assessment", Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2022), 2022.
24. D. Mumtaz, A. Jena, V. Jakhetiya, K. Nathwani, S. C. Guntuku, " TRANSFORMER-BASED QUALITY ASSESSMENT MODEL FOR GENERALIZED USER-GENERATED MULTIMEDIA AUDIO CONTENT", Accepted for publication in InterSpeech 2022.
23. M. Panda, B. N. Subudhi, T. Veerakumar, and V. Jakhetiya, "Integration of Bi-dimensional Empirical Mode Decomposition With Two Streams Deep Learning Network for Infrared and Visible Image Fusion", 30th European Signal Processing Conference (EUSIPCO 2022), Accepted, Belgrade, Serbia, 2022.
22. H. Singh, Tirupati P., B. N. Subudhi, V. Jakhetiya, "C3D and Localization Model for Locating and Recognizing the Actions from Untrimmed Videos", 36th AAAI Conference on Artificial Intelligence, Accepted, Vancouver, Canada, 2022 (student abstract).
21. Sadbhawna, V. Jakhetiya, B. N. Subudhi, H. Shakya, D. Mumtaz, "Do we need a new large-scale quality assessment database for Generative Inpainting based 3D View Synthesis?", 36th AAAI Conference on Artificial Intelligence, Accepted, Vancouver, Canada, 2022 (student abstract).
20. Subham Chaudhary, Parima Jain, V. Jakhetiya, Sharath Guntuku, B. N. Subudhi, "Localizing Features with Masking for Satellite and Debris Classification", 28th ICIP, Accepted, Alaska, USA, 2021.
19. V. Bajpai, A. Sharma, B. N. Subudhi, T. Veerakumar, V. Jakheytiya, "Underwater U-Net: Deep Learning with U-Net for Visual Underwater Moving Object detection", 66th IEEE OCEANS, accepted, San Diego-Porto, 2021.
18. Cui, J., Zhang, T., Pang, D., Jaidka, K., Sherman, G., Jakhetiya, V., Ungar, L. H., Guntuku, S. C. (2021). Social Media Reveals Urban-Rural Differences in Stress across China. Proceedings of the International AAAI Conference on Web and Social Media (ICWSM) [Preprint] [Data].
17. S. Chaudhary, A. Mazumder, D. Mumtaz, V. Jakhetiya, B. N. Subudhi, "Perceptual Quality Assessment of DIBR Synthesized Views Using Saliency Based Deep Features," 28th ICIP, pp. 2628-2632, Alaska, USA, 2021.
16. S. Chaudhary, S. Thakur, V. Jakhetiya, B. N. Subudhi, U. Baid, S. C. Guntuku, "Detecting COVID-19 and Community Acquired Pneumonia using Chest CT-Scan Images with Deep Learning", 46th ICASSP, accepted, Toronto, Canada, 2021. (Challenge Paper: Rank#2, Won Runner-up prize)
15. Li, M., Guntuku, S. C., Jakhetiya, V. & Ungar, L. H. "Exploring (Dis-)Similarities in Emoji-Emotion Association on Twitter and Weibo", 2019, EMOJI2019 colocated with The WebConf.
14. Sunil Prasad Jaiswal, Lu Fang, Vinit Jakhetiya, Manohar Kuse, Oscar C. Au, "Optimized High-Frequency Based Interpolation For Multispectral Demosaicking," Proc. of IEEE Int. Conf. on Image Processing (IEEE ICIP), 25-28 Sept. 2016, Phoenix, USA.
13. Sharath C. Guntuku, Lin Qui, Sujoy Roy, Weisi Lin, Vinit Jakhetiya. "Do Others Perceive You As You Want Them To? Modeling Personality based on Selfie," accepted for publication in ASM in conjunction with ACM Multimedia (ACM MM), 26-30 October 2015, Brisbane, Australia
12. Vinit Jakhetiya, Weisi Lin, Sunil Jaiswal, Anil K. Tiwari, Sharath C. Guntuku, "Observation Model based Perceptually Motivated Bilateral Filter for Image Reconstruction," published in IEEE Digital Signal Processing (IEEE DSP), 21-24 July 2015, Singapore.
11. Sunil Prasad Jaiswal, Oscar C. Au, Vinit Jakhetiya, Yuan Yuan, Haiyan Yang, "Exploitation of Inter Color Correlation for Color Image Demosaicing," published in IEEE International Conference on Image Processing (IEEE ICIP), 27-30 Oct 2014, Paris, France.
10. Vinit Jakhetiya, Oscar C. Au, Sunil Jaiswal, Luheng Jia, Hong Zhang, "Fast and efficient intra-frame deinterlacing using observation model based bilateral filter," published in IEEE International Conference on Acoustics, Speech, and Signal Processing (IEEE ICASSP), 4-9 June 2014, Florence, Italy.
9. Vinit Jakhetiya, Oscar C. Au, Sunil Jaiswal, Luheng Jia, Gaurav Mittal "Symmetrical predictor structure based Integrated lossy, near lossless / lossless coding of images," published in IEEE International Symposium on Circuits and Systems (IEEE ISCAS), 1-5 June 2014, Melbourne, Australia.
8. Sunil Jaiswal, Oscar C. Au, Vinit Jakhetiya, Juhi Bhadviya, Yuan Yuan, "An Efficient Two Phase Image Interpolation Algorithm Based Upon Error Feedback Mechanism," published in IEEE Workshop on Signal Processing Systems (IEEE SIPS) 2013, 16-18 Oct 2013, Taiwan.
7.. Wei Dai, Oscar C. Au, Xing Wen, Wenjing Zhu, Feng Zou, Xingyu Zhang, Vinit Jakhetiya, "Reconfigurable Hardware-Friendly CU-Group Based Merge/Skip mode for High Efficient Video Coding," published in International Workshop on Multimedia Signal Processing (MMSP), 2013 (Top 10% Paper award).
6. Sunil Prasad Jaiswal, Oscar C. Au, Vinit Jakhetiya, Yuanfang Guo, Anil K. Tiwari, Kong Yue, "Efficient Adaptive Prediction Based Reversible Image Watermarking," Accepted in IEEE International Conference on Image Processing (IEEE ICIP) 2013 held on Sept. 15-18, 2013 at Australia.
5. Gaurav Mittal, Vinit Jakhetiya, Sunil Jaiswal, Oscar C. Au, "Bit-Depth Expansion using Minimum Risk-Based Classi cation," accepted in Visual Communications and Image Processing Conference (IEEE VCIP), 27-30 Nov 2012, San Diego, USA.
4. Vinit Jakhetiya, Sunil Jaiswal, Anil k. Tiwari, Oscar C. Au, "Interpolation Based Symmetrical Predictor Structure For Lossless Image Coding," Published in IEEE International Symposium on Circuits and Systems (IEEE ISCAS), 20-23 May 2012, Seoul, Korea.
3. Sunil Jaiswal, Vinit Jakhetiya, Ayush Kumar, Anil Kumar Tiwari, "A Low Complex Context Adaptive Image Interpolation Algorithm For Real-Time Applications," Published in IEEE International Instrumentation and Measurement Technology Conference (IEEE I2MTC), 2012, Graz, Austria.
2. Sunil Jaiswal, Vinit Jakhetiya, Anil k. Tiwari, "An Efficient Image Interpolation Algorithm Based upon the Switching and Self Learned Characteristics of Natural Images," published in IEEE International Symposium on Circuits and Systems (IEEE ISCAS), 2011, Brazil, 15-18 May.
1. Vinit Jakhetiya, Sunil Jaiswal, Anil k. Tiwari, "A computationally efficient context-based switched image interpolation algorithm for natural images", published in 28th IEEE International Instrumentation and Measurement Technology Conference (IEEE I2MTC) 2011, China, 10-12 May (Won Undergraduate Student Best Paper Award)
Patents:
7. Vinit Jakhetiya, Wang Lu, and Fei Yu, "Method and system for jointly determining computational offloading and content prefetching in a cellular communication system", US patent (Patent Grant number.: US10037231).
6. M. Panda, B. N. Subudhi, V. Jakhetiya, T. Veerakumar, S. Esakkirajan, and A. Ghosh, Provisional USA Patent Application No. 19/026,922 filed entitled
“System and Method for Thermal Video Surveillance Based on Pyramidal Pooling Architecture.”
5. Meghna, A. Chauhan, D. Goel, B. N. Subudhi, V. Jakhetiya, V. V. R. Suresh, S. Chaudhury, Provisional Indian Patent Application No. 202411053490 filed entitled
“A System and a Method for Underwater Image Enhancement.”
4. M. Panda, B. N. Subudhi, V. Jakhetiya, T. Veerakumar, S. Esakkirajan, and A. Ghosh, Provisional USA Patent Application No. 18/411,060 filed entitled
“Method for Thermal Video Surveillance Based on Feature Pooling Module.”
3. Meghna, B. N. Subudhi, V. Jakhetiya, A. Bansal, T. Veerakumar, A. Ghosh, Provisional USA Patent Application No. 18230642 filed entitled
“Image Enhancement and Object Detection System for Degraded Underwater Images Using Zero-Reference Deep Curve Estimation and G-Unet.”
2. A. Ghosh, H. Singh, S. Suman, B. N. Subudhi, Vinit Jakhetiya, T. Veerakumar, Provisional USA Patent Application No. 18122269 filed entitled
“Action Detection System for Dark Videos Using Spatio-Temporal Features and Bidirectional Encoder Representations from Transformers.”
1. B. N. Subudhi, T. Veerakumar, V. Jakhetiya, and S. Esakkirajan, Provisional Indian Patent Application No. 202111053136 filed entitled
“A System and Method for Arc-Flash Detection Using Local Change Detection and Color Attention.”
Invited Papers:
Vinit Jakhetiya, Oscar C. Au, Sunil Jaiswal, Luheng Jia, Manohar Kuse, "Lossless / near lossless compression using bilateral lter and symmetrical structure based bias cancellation," published in International Symposium on Communications, Control, and Signal Processing, 21-23 May 2014, Athens, Greece.