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SCI Journals: 34 | Patents/Copyrights: 09 | Ranked Conferences (IEEE/ACM/Springer): 57

SCI Journal Publications in Scientific Reports Nature, IEEE Transactions on Instrumentation and Measurement, IEEE Intelligent Systems, IEEE Sensors Journal, IEEE Access, Engineering Applications of Artificial Intelligence, Neurocomputing, Image and Vision Computing, Computers and Electrical Engineering, Neural Computing and Applications, Applied Intelligence,  Computational Intelligence, The Visual Computer, Pattern Analysis and Applications, Multimedia Tools and Applications, Journal of Real-Time Image Processing, ...

Ranked Conference Publications in IEEE-IJCNN, BMVC, IEEE-ICIP,  ICONIP, IVCNZ, IEEE/ACM-HRI, IEEE-ETFA, IEEE-IECON, IEEE-SSCI, FUZZ-IEEE, ICVGIP, PReMI,  IDAACS, IHCI, FICTA, CVIP, VDAT, ...

Average Impact Factor of Each Published SCI Journal Article > 4

2024 [Journals: 09 | Conferences: 09 | Patent/Copyrights: 05]

1. 1. Ananya Roy, Aruna Tiwari, Sumeet Saurav, and Sanjay Singh, 

Enhancing Skeleton-based Action Recognition using a Knowledge-driven Shift Graph Convolutional Network

Computers and Electrical Engineering,  Elsevier, Vol. 120, Part A, Article Number 109633, pp. 1-16, 2024  (SCI Impact Factor 2023 – 4.0).

1. 2. Naval Kishore Mehta, Shyam Sunder Prasad,Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

IAR-Net: A Human-Object Context Guided Action Recognition Network for Industrial Environment Monitoring, 

IEEE Transactions on Instrumentation and Measurement, IEEE, Vol. 73, Article Number 2517008, pp. 1-8,  2024 (SCI Impact Factor 2023 – 5.6).

1. 3. Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, and Sanjay Singh,

Attention-guided Generator with Dual Discriminator GAN for Real-time Video Anomaly Detection, 

Engineering Applications of Artificial Intelligence, Elsevier, Vol. 131, Article Number 107830, pp. 1-14, 2024 (SCI Impact Factor 2023 – 7.5).

1. 4. Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, Sanjay Singh, 

CVAD-GAN: Constrained video anomaly detection via generative adversarial network, 

Image and Vision Computing, Elsevier, Vol. 143, Article Number 104950, pp. 1-15, 2024 (SCI Impact Factor 2023 – 4.2).

1. 5. Pratibha Sharma, Sumeet Saurav, Sanjay Singh, 

Object detection in power line infrastructure: A review of the challenges and solutions, 

Engineering Applications of Artificial Intelligence, Elsevier, Vol. 130, Article Number 107781, pp. 1-28, 2024 (SCI Impact Factor 2023 – 7.5).

1. 6. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

An Integrated Attention-Guided Deep Convolutional Neural Network for Facial Expression Recognition in the Wild, 

Multimedia Tools and Applications, Springer, pp. 1-43, 2024 (SCI Impact Factor 2023 – 3.0). 

1. 7. Sumeet Saurav, Prashant Gidde, and Sanjay Singh, 

Exploration of Deep Learning Architectures for Real-Time Yoga Pose Recognition, 

Multimedia Tools and Applications, Springer, pp. 1-43, 2024 (SCI Impact Factor 2023 – 3.0). 

1. 8. Rituraj Singh, Anikeit Sethi, Krishanu Saini, Sumeet Saurav, Aruna Tiwari, and Sanjay Singh, 

VALD-GAN: Video Anomaly detection using Latent Discriminator augmented GAN, 

Signal, Image and Video Processing, Springer, Vol. 18, No. 1, pp. 821–831,2024 (SCI Impact Factor 2023 – 2.0).

1. 9. Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, and Sanjay Singh, 

ParaColorizer: Realistic Image Colorization using Parallel Generative Networks, 

The Visual Computer, Springer,Vol. 40, pp. 4039–4054, 2024 (SCI Impact Factor 2023 – 3.0). 

       _______

1. 10. Naval Kishore Mehta, Arvind, Sumeet Saurav, and Sanjay Singh, 

A Multimodal Dataset for Enhancing Industrial Task Monitoring and Engagement Prediction, 

IEEE/ACM HRI 2025: 20th IEEE/ACM International Conference on Human-Robot Interaction (HRI 2025), March 4-6, 2025 (Will be held in Melbourne, Australia), IEEE Proceedings, Accepted, 2025.

1. 11. Rituraj Singh, Anikeit Sethi, Hritika Gautam, Mitika Bhadada, Krishanu Saini, Aruna Tiwari, Sumeet Saurav, and Sanjay Singh, 

iMAppGAN: Integrated Motion Appearance Generative Adversarial Networks for Video Anomaly Detection

ICONIP 2024: 31st International Conference on Neural Information Processing (ICONIP 2024), December 2-6, 2024 (Will be held in Auckland, New Zealand), Springer Proceedings, Accepted, 2024.

1. 12. Anikeit Sethi, Rituraj Singh, Neha Jakhar, Kanchi Pardhi, Krishanu Saini, Aruna Tiwari, Sumeet Saurav, and Sanjay Singh, 

Enhancing Image Style Transfer with PAIN-GAN: A Dual-Stream Encoder Incorporating GAN

ICONIP 2024: 31st International Conference on Neural Information Processing (ICONIP 2024), December 2-6, 2024 (Will be held in Auckland, New Zealand), Springer Proceedings, Accepted, 2024.

1. 13. Himanshu Kumar, Naval Kishore Mehta, Sumeet Saurav and Sanjay Singh,

Gaze Estimation via Synthetic Event-Driven Neural Networks

IVCNZ 2024: 39th International Conference on Image and Vision Computing New Zealand (IVCNZ 2024), December 4-6, 2024 (Will be held in University of Canterbury, Christchurch, New Zealand), IEEE Proceedings, Accepted, 2024.

1. 14. Naval Kishore Mehta, Arvind, Shyam Sunder Prasad, Sumeet Saurav, and Sanjay Singh,

PROACT: Anticipatory Action Modeling and Anomaly Prevention in Industrial Workflows, 

IEEE IECON 2024: 50th Annual Conference of the IEEE Industrial Electronics Society (IEEE IECON), November 3-6, 2024 (will be held in Chicago, Illinois, USA), IEEE Proceedings, Accepted, 2024.

1. 15. Naval Kishore Mehta, Shyam Sunder Prasad, Sumeet Saurav, and Sanjay Singh, 

DF Sampler: A Self-Supervised Method for Adaptive Keyframe Sampling

IEEE ETFA 2024: 29th IEEE International Conference on Emerging Technologies and Factory Automation (IEEE ETFA 2024), September 10-13, 2024 (Will be held in Padova, Italy), IEEE Proceedings, Accepted, 2024.

1. 16. Seema Choudhary, Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Benchmarking YOLO Object Detectors for Component Detection in Power Line Infrastructure: Dataset and Results, 

CVIP 2024: 9th International Conference on Computer Vision and Image Processing (CVIP 2024), 19-21 December, 2024 (Will be held at IIITDM Kancheepuram, Chennai, India), Springer Proceedings, Accepted, 2024.

1. 17. Krishanu Saini, Rituraj Singh, Anikeit Sethi, Aruna Tiwari, Sumeet Saurav, and Sanjay Singh, 

Constraining latent space for Unsupervised multi-domain Image-to-Image Translation via Generative Adversarial Network, 

CVIP 2024: 9th International Conference on Computer Vision and Image Processing (CVIP 2024), 19-21 December, 2024 (Will be held at IIITDM Kancheepuram, Chennai, India), Springer Proceedings, Accepted, 2024.

1. 18. Abeer Banerjee, Naval Kishore Mehta, Shyam Sunder Prasad, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh, 

Generalized Gaze-Vector Estimation in Low-Light with Encoded Event-Driven Neural Network, 

IEEE WCCI-IJCNN 2024: 13th IEEE World Congress on Computational Intelligence (IEEE WCCI 2024)- 42nd International Joint Conference on Neural Networks (IJCNN 2024), June 30 - July 05, 2024 (Held in Yokohama, Japan), IEEE Proceedings, 2024.

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1. 19. Devshree Kumar, Roshan Antony, Pudi Venkata Satyanarayana Murthy, Madan Kumar Lakshmanan, Sanjay Singh, Ranjan Jha, Naga Vara Aparna Akula, Sanjeev Kumar, Varun Shiman, 

Vital Health Parameters Non-contact Monitoring Automatic Device, System And Methods Thereof

Patent Filed, Patent Application No. 202411003497, Country: India, Date of Filing: 12/01/2024.

1. 20. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Vision-based Solution for Driver’s Drowsiness Detection using Behavioral Measures

Copyright Registered, CR Diary/Application No. 411/2024-CO/SW, Registration No. SW-18347/2024, Date of Registration: 26/02/2024.

1. 21. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Vision-based Solution for Real-time Facial Expression Recognition, 

Copyright Registered, CR Diary/Application No. 410/2024-CO/SW, Registration No. SW-18346/2024, Date of Registration: 26/02/2024.

1. 22. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Real-time Eye State Detection Software for Diverse Computer Vision Applications

Copyright Registered, CR Diary/Application No. 412/2024-CO/SW, Registration No. SW-18294/2024, Date of Registration: 16/02/2024.

1. 23. Naval Kishore Mehta, Shyam Sunder Prased, Sumeet Saurav, and Sanjay Singh, 

AI-driven Adaptive Frame Sampler-Guided Solution for Human Action Recognition in Industrial Environment, 

Copyright Registered, CR Diary/Application No. 32460/2023-CO/SW, Registration No. SW-18222/2024, Date of Registration: 06/02/2024.

2023 [Journals: 06 | Conferences: 06 | Copyrights: 04]

1. 24. Rituraj, Krishanu Saini, Anikeit Sethi, Aruna Tiwari, Sumeet Saurav, and Sanjay Singh

STemGAN: Spatio-Temporal Generative Adversarial Network for Video Anomaly detection, 

Applied Intelligence, Springer, Vol. 53, pp. 28133–28152, 2023 (SCI Impact Factor 2022– 5.3).

1. 25. Shyam Sunder Prasad, Naval Kishore Mehta, Abeer Banerjee, Sumeet Saurav, and Sanjay Singh, 

JS-SpoofNet: A Jointly Supervised Parallel Branched Neural Network for Spoof Detection, 

Neurocomputing, Elsevier, Vol. 554, Article Number 126610, pp. 1-11, 2023 (SCI Impact Factor 2022 – 6.0). 

1. 26. Seema Choudhary, Sumeet Saurav, Ravi Saini, Sanjay Singh, 

Capsule Networks for Computer Vision Applications: A Comprehensive Review, 

Applied Intelligence, Springer, Vol. 53, pp. 21799–21826, 2023 (SCI Impact Factor 2022 – 5.3). 

1. 27. Sumeet Saurav, Ravi Saini, Sanjay Singh, 

A dual-channel ensembled deep convolutional neural network for facial expression recognition in the wild, 

Computational Intelligence, Wiley, Vol. 39, No. 5, pp. 666-706, 2023 (SCI Impact Factor 2022 – 2.8). 

1. 28. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Fast facial expression recognition using Boosted Histogram of Oriented Gradient (BHOG) features, 

Pattern Analysis and Applications, Springer, Vol. 26, pp. 381–402, 2023, (SCI Impact Factor 2022 – 3.9). 

1. 29. Sumeet Saurav, Ayush Sharma, Ravi Saini, and Sanjay Singh,  

An Attention-guided Convolutional Neural Network for Automated Classification of Brain Tumor from MRI, 

Neural Computing and Applications, Springer, Vol. 35, pp. 2541–2560, 2023 (SCI Impact Factor 2022 – 6.0). 

       _______

1. 30. Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Abeer Banerjee, Sumeet Saurav, and Sanjay Singh, 

Hybrid SNN-based Privacy-Preserving Fall Detection using Neuromorphic Sensors,

ICVGIP 2023: 14th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), December 15-17, 2023 (Held at IIT Ropar, India), ACM Proceedings, Article No. 19, pp. 1–9, 2023.

1. 31. Anikeit Sethi, Krishanu Saini, Rituraj Singh, Aruna Tiwari, Sumeet Saurav, Sanjay Singh, Vikas Chauhan, 

Video Anomaly Latent Training GAN (VALT-GAN): Enhancing Anomaly Detection through Latent Space Mining, 

IEEE SSCI 2023: 14th IEEE Symposium Series on Computational Intelligence (SSCI 2023), December 5-8, 2023 (Held in Mexico City, Mexico), IEEE Proceedings, pp. 573-578 , 2023.

1. 32. Gupta Jayshree, Sumeet Saurav, Sanjay Singh, 

Analyzing the impact of Instagram filters on facial expression recognition algorithms, 

CVIP 2023: 8th International Conference on Computer Vision and Image Processing (CVIP 2023), November 03-05, 2023 (Held at IIT Jammu, India), Springer Proceedings: Communications in Computer and Information Science, Vol. 2011, pp.  152–163, 2024.

1. 33. Anikeit Sethi, Krishanu Saini, Rituraj Singh, Aruna Tiwari, Sumeet Saurav, Sanjay Singh, Vikas Chauhan, 

MAAD-GAN: Memory-Augmented Attention-based Discriminator GAN for Video Anomaly Detection, 

CVIP 2023: 8th International Conference on Computer Vision and Image Processing (CVIP 2023), November 03-05, 2023 (Held at IIT Jammu, India), Springer Proceedings: Communications in Computer and Information Science, Vol. 2011, pp.  152–163, 2024.

1. 34. Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh, 

Reconstructing Synthetic Lensless Images in the Low-Data Regime, 

BMVC 2023: 34th British Machine Vision Conference (BMVC 2023), November 20-24, 2023 (Held in Aberdeen, UK), BMVC Proceedings, pp. 1-10, 2023.

1. 35. Abeer Banerjee, Sumeet Saurav, and Sanjay Singh, 

Physics-Informed Deep Deblurring: Over-Parameterized Vs. Under-Parameterized, 

IEEE ICIP 2023: 30th IEEE International Conference on Image Processing (ICIP 2023), October 8-11, 2023 (Held in Kuala Lumpur, Malaysia), IEEE Proceedings, pp. 1615-1619 , 2023.

       _______

1. 36. Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh, 

AI-enabled Software Module for Realistic Colorization of Grayscale Images, 

Copyright Registered, CR Diary/Application No. 15782/2023-CO/SW, Registration No. SW-17058/2023, Date of Registration: 08/08/2023.

1. 37. Shyam Sunder Prasad, Naval Kishore Mehta, Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

AI-enabled Software Pipeline for Real-time Face Recognition-based Attendance System, 

Copyright Registered, CR Diary/Application No. 14881/2023-CO/SW, Registration No. SW-17031/2023, Date of Registration: 03/08/2023.

1. 38. Shyam Sunder Prasad, Naval Kishore Mehta, Abeer Banerjee, Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

AI-based Software Package for Real-time Face Anti-spoofing Detection in Unconstrained Natural Environment, 

Copyright Registered, CR Diary/Application No. 15783/2023-CO/SW, Registration No. SW-16929/2023, Date of Registration: 20/07/2023.

1. 39. Madan Kumar Lakshmanan, Sumeet Saurav, and Sanjay Singh, 

Smart Camera-based remote Plethysmography Techniques for Non-contact Vitals Monitoring, 

Copyright Registered, CR Diary/Application No. 15368/2023-CO/SW, Registration No. SW-16892/2023, Date of Registration: 17/07/2023.

2022  [Journals: 09 | Conferences: 05]

1. 40. Samarth Singh, Kaushal Kishore, Sagar Dalai, Mahammad Irfan, Sanjay Singh, Shaik Akbar, Gurpreet Sachdeva, and Ramesh Yechungunja, 

CACLA based local path planner for drones navigating unknown indoor corridors, 

IEEE Intelligent Systems, IEEE, Vol. 37, No. 5, pp. 32-41, 2022 (SCI Impact Factor 2021 – 6.744).

1. 41. Sumeet Saurav, Prashant Gidde, Ravi Saini, and Sanjay Singh, 

Real-time eye state recognition using dual convolutional neural network ensemble, 

Journal of Real-Time Image Processing, Springer, Vol. 19, pp. 607–622, 2022 (SCI Impact Factor 2021– 2.293). 

1. 42. Naval Kishore Mehta, Shyam Sunder Prasad, Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Three-dimensional DenseNet Self-Attention Neural Network for Automatic Detection of Student’s Engagement, 

Applied Intelligence, Springer, Vol. 52, pp. 13803–13823, 2022 (SCI Impact Factor 2021 – 5.019). 

1. 43. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Vision-based techniques for fall detection in 360-degree videos using deep learning: Dataset and baseline results, 

Multimedia Tools and Applications, Springer, Vol. 81, pp. 14173–14216, 2022 (SCI Impact Factor 2021 – 2.577). 

1. 44. Sumeet Saurav, Prashant Gidde, Ravi Saini, and Sanjay Singh, 

Dual integrated convolutional neural network for real-time facial expression recognition in the wild, 

The Visual Computer, Springer, Vol. 38, pp. 1083–1096, 2022 (SCI Impact Factor 2021 – 2.835). 

1. 45. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

A dual-stream fused neural network for fall detection in multi-camera and 360∘ videos, 

Neural Computing and Applications, Springer, Vol. 34, pp. 1455–1482, 2022 (SCI Impact Factor 2021 – 5.102). 

1. 46. Vishakha Pareek, Santanu Chaudhury, and Sanjay Singh, 

Handling Non-stationarity in E-nose Design : A Review, 

Sensor Review, Emerald, Vol. 42, No. 1, pp. 39-61, 2022 (SCI Impact Factor 2021 – 1.544). 

1. 47. Sumeet Saurav, Anil Kumar Saini, Ravi Saini, and Sanjay Singh, 

Deep Learning Inspired Intelligent Embedded System for Haptic Rendering of Facial Emotions to the Blind, 

Neural Computing and Applications, Springer, Vol. 34, pp. 4595–4623, 2022 (SCI Impact Factor 2021 – 5.102). 

1. 48. Varsha Karunakaran, Manu Joseph, Induprabha Yadev, Himanshu Sharma, Shamna K., Sumeet Saurav, Remanan Sreejith,  Veena Anand, Rosenara Beegum, Regi S, Thomas Iype, Sarada K L,  Nizarudheen A, Sharmad S, Rishi Sharma, Ravindra  Mukhiya, Eshwar Thouti, Karuvath Yoosaf, Joshy Joseph, Parukuttyamma Sujatha Devi, Sivaraman Savithri, Ajay Agarwal, Sanjay Singh (Corresponding Author), and Kaustabh Maiti, 

A Non-invasive Ultrasensitive Diagnostic Approach for COVID-19 Infection using Salivary Label-free SERS Fingerprinting and Artificial Intelligence, 

Journal of Photochemistry and Photobiology B: Biology, Elsevier, Volume 234, Article Number 112545, pp. 1-11, 2022 (SCI Impact Factor 2021 – 6.814). 

       _______

1. 49. Soumyajit Karmakar, Abeer Banerjee, Prashant Sadashiv Gidde, Sumeet Saurav, and Sanjay Singh, 

Convolutional Ensembling based Few-Shot Defect Detection Technique, 

ICVGIP 2022. 13th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP-2022), December 8-10, 2022, (Held at IIT Gandhinagar, Gujarat, India), ACM Proceedings, Article No. 6, pp. 1–7, 2022. 

1. 50. Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh, 

Lensless Image Reconstruction with Untrained Neural Network, 

IVCNZ 2022: 37th International Conference on Image and Vision Computing New Zealand (IVCNZ-2022), November 24 - 25, 2022 (Held in Auckland, New Zealand as Hybrid Mode Event: In-person and Virtual), Springer Proceedings: Lecture Notes in Computer Science, vol 13836, pp. 430–441, 2022. 

1. 51. Shyam Sunder Prasad, Naval Kishore Mehta, Abeer Banerjee, Himanshu Kumar, Sumeet Saurav,  and Sanjay Singh, 

Real-Time Privacy-Preserving Fall Detection using Dynamic Vision Sensors, 

INDICON 2022: IEEE 19th India Council International Conference (IEEE INDICON 2022), November 24-26, 2022 (Held in Cochin, Kerala, India), IEEE Proceedings, pp. 1-6, 2022. 

1. 52. Abeer Banerjee, Shyam Sunder Prasad, Naval Kishore Mehta, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh, 

Gaze Detection using Encoded Retinomorphic Events, 

IHCI 2022: 14th International Conference on Intelligent Human Computer Interaction (IHCI 2022), October 20-22, 2022 (Held at Tashkent University of Information Technologies, Tashkent, Uzbekistan as Hybrid Mode Event: In-person and Virtual), Springer Proceedings: Lecture Notes in Computer Science, Vol. 13741, pp. 442–453, 2022. 

1. 53. Shyam Sunder Prasad, Naval Kishore Mehta, Ankit Shukla, Pranav Mahajan, Arshdeep Singh, Sumeet Saurav, and Sanjay Singh, 

A Self Explainable Face Anti-Spoofing Solution based on Depth-Estimation, 

FICTA 2022: 10th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2022), June 18 - 19, 2022 (Scheduled to be held at NIT Mizoram, India: Held as Virtual Conference), Springer Proceedings: Smart Innovation, Systems and Technologies, vol 326, pp 103–113, 2022 (Best Research Paper Award). 

2021  [Journals: 05 | Conferences: 04]

1. 54. Prashant Sadashiv Gidde, Shyam Sunder Prasad, Ajay Pratap Singh, Nitin Bhatheja, Satyartha Prakash, Prateek Singh, Aakash Saboo, Rohit Takhar, Salil Gupta, Sumeet Saurav, Raghunandanan M. V., Amritpal Singh, Viren Sardana, Harsh Mahajan, Arjun Kalyanpur, Atanendu Shekhar Mandal, Vidur Mahajan, Anurag Agrawal, Anjali Agrawal, Vasantha Kumar Venugopal, Sanjay Singh (Corresponding Author), and Debasis Dash, 

Validation of Expert System Enhanced Deep Learning Algorithm for Automated Screening for COVID-Pneumonia on Chest X-rays, 

Scientific Reports, Nature, Vol. 11, Article Number 23210, pp. 1-12, 2021 (SCI Impact Factor 2020 – 4.379). 

1. 55. Vishakha Pareek, Santanu Chaudhury, and Sanjay Singh, 

Hybrid 3DCNN-RBM Network for Gas Mixture Concentration Estimation with Sensor Array, 

IEEE Sensors Journal, IEEE, Vol. 21, No. 21, pp. 24263-24273, 2021 (SCI Impact Factor 2020 – 3.301). 

1. 56. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Facial Expression Recognition Using Dynamic Local Ternary Patterns With Kernel Extreme Learning Machine Classifier, 

IEEE Access, IEEE, Vol. 9, pp. 120844-120868, 2021 (SCI Impact Factor 2020 – 3.367). 

1. 57. Shrajal Jain, Aditya Rustagi, Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

Three-dimensional CNN-inspired deep learning architecture for Yoga pose recognition in the real-world environment, 

Neural Computing and Applications, Springer, Vol. 33, pp. 6427-6441, 2021 (SCI Impact Factor 2020 – 5.606). 

1. 58. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

EmNet: a deep integrated convolutional neural network for facial emotion recognition in the wild, 

Applied Intelligence, Springer, Vol. 51, pp. 5543–5570, 2021 (SCI Impact Factor 2020– 5.086). 

       _______

1. 59. Vishakha Pareek, Santanu Chaudhury, and Sanjay Singh, 

Gas Discrimination & Quantification using Sensor Array with 3D Convolution Regression Dual Network, 

IDAACS 2021: 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2021), September 22-25, 2021 (Scheduled to be held in Cracow, Poland: Held as Virtual Conference), IEEE Proceedings, vol. 2, pp. 684-688, 2021. 

1. 60. Vishakha Pareek, Santanu Chaudhury, and Sanjay Singh, 

Online Pattern Recognition of Time-series Gas Sensor Data with Adaptive 2D-CNN Ensemble, 

IDAACS 2021: 11th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS 2021), September 22-25, 2021 (Scheduled to be held in Cracow, Poland: Held as Virtual Conference), IEEE Proceedings, vol. 2, pp. 679-683, 2021. 

1. 61. Vishakha Pareek, Rahul Prajesh, Santanu Chaudhury, and Sanjay Singh, 

Smart Gas Sensing using Single MOS Gas Sensor with Adaptive Gradient Boosting, 

ICIEV 2021: Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV 2021) and 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR 2021), August 16-20, 2021 (Scheduled to be held in Kitakyushu-city, Fukuoka, Japan: Held as Virtual Conference), IEEE Proceedings, pp. 1-7, 2021. 

1. 62. Rituraj, Aruna Tiwari, Santanu Chaudhury, Sanjay Singh, and Sumeet Saurav, 

Video Classification using SlowFast Network via Fuzzy rule, 

FUZZ-IEEE 2021: 30th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2021), July 11-14, 2021 (Scheduled to be held in Luxembourg, Luxembourg, Europe: Held as Virtual Conference), IEEE Proceedings, pp. 1-6, 2021. 

2020  & Before

1. 63. Sumeet Saurav, Mehul Kasliwal, Raghav Agrawal, Sanjay Singh, and Ravi Saini, 

Real-Time Yawn Extraction for Driver’s Drowsiness Detection, 

FICTA 2020: 8th International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA 2020), January 4-5, 2020 (Held in Surathkal, Karnataka, India), Springer Proceedings, Springer, pp. 537-550, 2020. (Best Research Paper Award).

1. 64. Sushil Raut, Kohei Shimasaki, Sanjay Singh, Takeshi Takaki, and Idaku Ishii, 

Real-time high-resolution video stabilization using high-frame-rate jitter sensing, 

ROBOMECH Journal, Springer, Vol. 6, Article Number 16, pp. 1-21, 2019.  

1. 65. Ronak Gupta, Prashant Anand, Santanu Chaudhury, Brejesh Lall, and Sanjay Singh, 

Compressive sensing based privacy for fall detection, 

NCVPRIPG 2019: 7th National Conference on Computer Vision, Pattern Recognition, Image Processing, and Graphics (NCVPRIPG 2019), December 22–24, 2019 (Held in Hubballi, India), Springer Proceedings, Springer, pp. 429-438, 2019. 

1. 66. Sumeet Saurav, Prashant Gidde, Sanjay Singh, and Ravi Saini, 

Power line segmentation in aerial images using convolutional neural networks, 

PReMI 2019: 8th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2019), December 17–20, 2019 (Held in Tezpur, India), Springer Proceedings, Springer, pp. 623-632, 2019. 

1. 67. Somsukla Maiti, Prashant Gidde, Sumeet Saurav, Sanjay Singh, and Santanu Chaudhury, 

Real-time vehicle detection in aerial images using skip-connected convolution network with region proposal networks, 

PReMI 2019: 8th International Conference on Pattern Recognition and Machine Intelligence (PReMI 2019), December 17–20, 2019 (Held in Tezpur, India), Springer Proceedings, Springer, pp. 200-208, 2019 . 

1. 68. Sumeet Saurav, Shubhad Mathur, Ishan Sang, Shyam Sunder Prasad, and Sanjay Singh, 

Yawn detection for driver’s drowsiness prediction using bi-directional LSTM with CNN features, 

IHCI 2019: 11th International Conference on Intelligent Human Computer Interaction (IHCI 2019), December 12–14, 2019 (Held at IIIT Allahabad, India), Springer Proceedings, Springer, pp. 189-200, 2019. 

1. 69. Sumeet Saurav, Sanjay Singh, and Ravi Saini, 

Facial expression recognition using histogram of oriented gradients with SVM-RFE selected features, 

HIS 2019: 19th International Conference on Hybrid Intelligent Systems (HIS 2019), December 10–12, 2019 (Held in Bhopal, India), Springer Proceedings, Springer, pp. 339-349, 2019. 

1. 70. Sumeet Saurav, T. N. D. Madhu Kiran, B. Sravan Kumar Reddy, K. Sanjay Srivastav, Sanjay Singh, and Ravi Saini, 

Dynamic image networks for human fall detection in 360-degree videos, 

ICVGIP 2018: 3rd Workshop on Computer Vision Applications: In conjunction with 11th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2018), December 18, 2018 (Held at IIIT, Hyderabad, India), Springer Proceedings, Springer, pp. 65-78, 2018. 

1. 71. R. Gautham Sundar Ram, Nitin Chaturvedi, Sumeet Saurav, and Sanjay Singh, 

An FPGA Based Hardware Accelerator for Classification of Handwritten Digits, 

ISDA 2018: 18th International Conference on Intelligent Systems Design and Applications (ISDA 2018), December 06-08, 2018 (Held in Vellore, India), Springer Proceedings, Springer, pp. 945-954, 2018. 

1. 72. Raunak Manekar, Sumeet Saurav, Somsukla Maiti, Sanjay Singh, Santanu Chaudhury, Ravi Kumar, and Kamal Chaudhary, 

Activity recognition for indoor fall detection in 360-degree videos using deep learning techniques, 

CVIP 2018: 3rd International Conference on Computer Vision and Image Processing (CVIP 2018), September 29 - October 01, 2018 (Held at IIITDM Jabalpur, India), Springer Proceedings, Springer, pp. 417-429, 2018. 

1. 73. Sumeet Saurav, Sanjay Singh, Madhulika Yadav, and Ravi Saini, 

Image-based facial expression recognition using local neighborhood difference binary pattern, 

CVIP 2018: 3rd International Conference on Computer Vision and Image Processing (CVIP 2018), September 29 - October 01, 2018 (Held at IIITDM Jabalpur, India), Springer Proceedings, Springer, pp. 457-470, 2018. 

1. 74. Sumeet Saurav, Sanjay Singh, Ravi Saini, and Madhulika Yadav, 

Facial expression recognition using improved adaptive local ternary pattern, 

CVIP 2018: 3rd International Conference on Computer Vision and Image Processing (CVIP 2018), September 29 - October 01, 2018 (Held at IIITDM Jabalpur, India), Springer Proceedings, Springer, pp. 39-52, 2018. 

1. 75. Sumeet Saurav, Ravi Saini, and Sanjay Singh, 

FPGA Based Implementation of Linear SVM for Facial Expression Classification, 

ICACCI 2018: 7th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2018), September 19-22, 2018 (Held in Bangalore, India), IEEE Proceedings, IEEE, pp. 766-773, 2018. 

1. 76. Pramod Kumar Tanwar, Om Prakash Thakur, Kritik Bhimani, Gaurav Purohit, Vipin Kumar, Sanjay Singh, Kota Solomon Raju, Idaku Ishii, and Sushil Raut, 

Zynq SoC Based High Speed Data Transfer Using PCIe: A Device Driver Based Approach, 

IEEE INDICON 2017: 14th IEEE India Council International Conference (INDICON 2017), December 15-17, 2017 (Held at IIT Roorkee, Roorkee, India), IEEE Proceedings, IEEE, pp. 1-6, 2017. 

1. 77. Sanjay Singh, Sumeet Saurav, Ravi Saini, Atanendu S. Mandal, and Santanu Chaudhury, 

FPGA-based Smart Camera System for Real-time Automated Video Surveillance, 

VDAT 2017: 21st International Symposium on VLSI Design and Test (VDAT 2017), June 29 – July 2, 2017 (Held at IIT Roorkee, India), Springer Proceedings, Springer, pp. 533-544, 2017. 

1. 78. Sanjay Singh, Ravi Saini, Sumeet Saurav, Pramod Tanwar, Kota S. Raju, Anil K. Saini, Santanu Chaudhury, and Idaku Ishii, 

High frame rate real-time scene change detection system, 

ICVGIP 2016: Workshop on Computer Vision Applications: In conjunction with 10th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP 2016), December 19, 2016 (Held at IIT, Guwahati, India), Springer Proceedings, Springer, pp. 157-167, 2016. 

1. 79. Sumeet Saurav, Sanjay Singh, Ravi Saini, and Anil K. Saini, 

Hardware Accelerator for Facial Expression Classification Using Linear SVM, 

SIRS 2015: 2nd International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS 2015), December 16-19, 2015 (Held inTrivandrum, India), Springer Proceedings, Springer, pp. 39-50, 2015. 

1. 80. Himanshu Sharma, Sumeet Saurav, Sanjay Singh, Anil K. Saini, and Ravi Saini, 

Analyzing impact of image scaling algorithms on viola-jones face detection framework, 

ICACCI 2015: 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2015), August 10-13, 2015 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 1715-1718, 2015. 

1. 81. Sumeet Saurav, Anil K Saini, Sanjay Singh, Ravi Saini, and Shradha Gupta, 

VLSI architecture of Pairwise Linear SVM for facial expression recognition, 

ICACCI 2015: 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2015), August 10-13, 2015 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 521-527, 2015. 

1. 82. Shradha Gupta, Sumeet Saurav, Sanjay Singh, Anil K Saini, and Ravi Saini, 

VLSI architecture of exponential block for non-linear SVM classification, 

ICACCI 2015: 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2015), August 10-13, 2015 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 528-532, 2015. 

1. 83. Sumeet Saurav, Ravi Saini, Sanjay Singh, Anil K Saini, and Nidhi Sharma, 

Analyzing hardware constraints of Gabor filtering operation for Facial Expression Recognition System, 

ICACCI 2015: 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2015), August 10-13, 2015 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 1639-1645, 2015. 

1. 84. Neha Sharma, Sumeet Saurav, Sanjay Singh, Ravi Saini, and Anil K Saini, 

A comparative analysis of various image enhancement techniques for facial images, 

ICACCI 2015: 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI 2015), August 10-13, 2015 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 2279-2284, 2015. 

1. 85. Sanjay Singh, Anil K. Saini, Ravi Saini, A. S. Mandal, Chandra Shekhar, and Anil Vohra, 

A novel real-time resource efficient implementation of Sobel operator-based edge detection on FPGA, 

International Journal of Electronics, Taylor & Francis, Vol. 101, No. 12, pp. 1705-1715, 2014 (SCI Impact Factor 2013 – 0.751). 

1. 86. Sanjay Singh, Sumeet Saurav, Ravi Saini, Anil Kumar Saini, Chandra Shekhar, and Anil Vohra, 

Comprehensive review and comparative analysis of hardware architectures for Sobel edge detector, 

ISRN Electronics, Hindawi, vol. 2014, Article ID 857912, pp. 1-9, 2014. 

1. 87. Bhavit Kaushik, Ravi Saini, Anil Saini, Sanjay Singh, and Atanendu S. Mandal, 

An FPGA implementation of image signature based visual-saliency detection, 

VDAT 2014: 18th International Symposium on VLSI Design and Test (VDAT 2014), July 16-18, 2014 (Held in Coimbatore, India), IEEE Proceedings, IEEE, pp. 1-6, 2014. 

1. 88. Pranav Narayan Gour, Sujay Narumanchi, Sumeet Saurav, and Sanjay Singh, 

Hardware accelerator for real-time image resizing, 

VDAT 2014: 18th International Symposium on VLSI Design and Test (VDAT 2014), July 16-18, 2014 (Held in Coimbatore, India), IEEE Proceedings, IEEE, pp. 1-6, 2014. 

1. 89. Sanjay Singh, Ravi Saini, Sumeet Saurav, Anil K. Saini, Chandra Shekhar, and Anil Vohra, 

FPGA-based real-time object tracker using modified particle filtering and SAD computation, 

VDAT 2014: 18th International Symposium on VLSI Design and Test (VDAT 2014), July 16-18, 2014 (Held in Coimbatore, India), IEEE Proceedings, IEEE, pp. 1-2, 2014. 

1. 90. Sanjay Singh, Sumeet Saurav, Ravi Saini, Anil K. Saini, Chandra Shekhar, and Anil Vohra, 

Automatic real-time extraction of focused regions in a live video stream using edge width information, 

VDAT 2014: 18th International Symposium on VLSI Design and Test (VDAT 2014), July 16-18, 2014 (Held in Coimbatore, India), IEEE Proceedings, IEEE, pp. 1-2, 2014.

1. 91. Sanjay Singh, Anil Kumar Saini, Ravi Saini, A. S. Mandal, Chandra Shekhar, and Anil Vohra, 

Area optimized FPGA-based implementation of the Sobel compass edge detector, 

ISRN Machine Vision, Hindawi, vol. 2013, Article ID 820216, pp. 1-6, 2013. 

1. 92. Sanjay Singh, A. S. Mandal, Chandra Shekhar, and Anil Vohra, 

Real-time implementation of change detection for automated video surveillance system, 

ISRN Electronics, Hindawi, Vol. 2013, Article ID 691930, pp. 1-5, 2013. 

1. 93. Sanjay Singh, Chandra Shekhar, and Anil Vohra, 

Area optimized FPGA implementation of color edge detection, 

ICAES 2013: International Conference on Advanced Electronic Systems (ICAES 2013), September 21-23, 2013 (Held at CSIR-CEERI, Pilani, India), IEEE Proceedings, IEEE, pp. 189-191, 2013. 

1. 94. Ravi Saini, Sanjay Singh, Anil K. Saini, A. S. Mandal, and Chandra Shekhar, 

Design of a fast and efficient hardware implementation of a random number generator in FPGA, 

ICAES 2013: International Conference on Advanced Electronic Systems (ICAES 2013), September 21-23, 2013 (Held at CSIR-CEERI, Pilani, India), IEEE Proceedings, IEEE, pp. 131-132. 2013. 

1. 95. Sanjay Singh, Srinivasa Murali Dunga, Ravi Saini, A. S. Mandal, Chandra Shekhar, Santanu Chaudhury, and Anil Vohra, 

Hardware accelerator design for change detection in smart camera, 

ICGIP 2011: International Conference on Graphic and Image Processing (ICGIP 2011), October 01-02, 2011 (Held in Cairo, Egypt), SPIE Proceedings, Society of Photo-Optical Instrumentation Engineers (SPIE), vol. 8285, pp. 82852T, 2011. 

1. 96. Sanjay Singh, Srinivasa Murali Dunga, Ravi Saini, A. S. Mandal, Chandra Shekhar, Santanu Chaudhury, and Anil Vohra, 

Hardware accelerator design for tracking in smart camera, 

ICGIP 2011: International Conference on Graphic and Image Processing (ICGIP 2011), October 01-02, 2011 (Held in Cairo, Egypt), SPIE Proceedings, Society of Photo-Optical Instrumentation Engineers (SPIE), vol. 8285, pp. 82852S, 2011. 

1. 97. Sanjay Singh, Srinivasa Murali Dunga, AS Mandal, Chandra Shekhar, and Anil Vohra, 

Moving object tracking using object segmentation, 

AICT 2010: International Conference on Advances in Information and Communication Technologies (Held in Kochi, Kerala, India), Springer Proceedings, pp. 691-694, 2010. 

1. 98. Sanjay Singh, Srinivasa Murali Dunga, AS Mandal, Chandra Shekhar, and Anil Vohra, 

Real-time Object Segmentation in Smart Camera for Remote Surveillance Scenario, 

ACE 2010: International Conference on Advances in Computer Engineering (ACE 2010), June 20-21, 2010 (Held in Bangalore, Karnataka, India), IEEE Proceedings, IEEE, pp. 360-362, 2010. 

1. 99. Sanjay Singh, Srinivasa Murali Dunga, A. S. Mandal, Santanu Chaudhury, 

Embedded Implementation of Change Detection Algorithm for Smart Camera Applications, 

ITC 2010: International Conference on Recent Trends in Information, Telecommunication and Computing (ITC 2010), March 12-13, 2010 (Held in Kochi, Kerala, India), IEEE Proceedings, IEEE, pp. 268-270, 2010. 

1. 100. Sanjay Singh and AS Mandal, 

Power Optimized Machine Code Generation for Application Specific Instruction Set Processor (ASIP) for Hindi Text-to-Speech Synthesis, 

VDAT 2007: 11th IEEE VLSI Design and Test Symposium (VDAT 2007), August 08-11, 2007 (Held in Kolkata, India), Hardcopy Proceedings, pp. 1-10, 2007.