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Santosh Kumar Vipparthi

Assistant Professor
IIT Ropar
skvipparthi@iitrpr.ac.in
9549658135
Google Scholar Profile


Introduction

Dr. Santosh Kumar Vipparthi, a distinguished member of IEEE, brings over 12 years of experience spanning academia and industry. He is presently serving as an Assistant Professor at the Indian Institute of Technology Ropar (IIT Ropar), India. Prior to this, he held positions at the Mehta Family School of Data Science and Artificial Intelligence, Indian Institute of Technology, Guwahati (IIT Guwahati) and Malaviya National Institute of Technology (MNIT), Jaipur. Dr. Vipparthi earned his Ph.D. and MTech degrees with Honors from the Indian Institute of Technology Varanasi (IIT Varanasi), BHU, India. His research interests include computer vision, affective computing, deep learning, among others. He is actively involved in various sponsored and consultancy projects in the field of computer vision from both public and private sectors.

Research Highlights

27

Journal Publications

17

Conference Publications

11

Research Projects

0

Patents

0

Awards & Honours

Qualifications
  1. Ph.D
  2. M.Tech (Honors)
Research Interests
  • Computer vision
  • Affective Computing
  • Deep Learning
Brief Research Profile

Dr. Vipparthi specializes primarily in computer vision and deep learning techniques with a focus on all-weather surveillance, underwater exploration, and human emotion recognition. Additionally, he has supervised four PhD students and fifteen master's students.

  1. 1. Monu Verma, Santosh Kumar Vipparthi, Girdhari Singh, "Deep Insights of Learning based Micro Expression Recognition: A Perspective on Promises, Challenges and Research Needs", IEEE Transactions on Cognitive and Developmental Systems, 15(3),  1051–1069, 2023
  2. 2. Bhaumik G, Verma M, Govil MC, Vipparthi SK, "Hyfinet: hybrid feature attention network for hand gesture recognition", Multimedia Tools and Applications, ,  4863-4882, 2023
  3. 3. Verma M, Vipparthi SK, Singh G, "Deep insights of learning based micro expression recognition: A perspective on promises, challenges and research needs", IEEE Transactions on Cognitive and Developmental Systems, ,  , 2022
  4. 4. Mandal M, Meedimale YR, Reddy MS, Vipparthi SK, "Neural architecture search for image dehazing", IEEE Transactions on Artificial Intelligence, 120,  , 2022
  5. 5. Satrawala A, Mazumdar AP, Vipparthi SK, "A multilane traffic and collision generator for IoV", Simulation Modelling Practice and Theory, 82,  102588, 2022
  6. 6. Bhaumik G, Verma M, Govil MC, Vipparthi SK, "ExtriDeNet: an intensive feature extrication deep network for hand gesture recognition", The Visual Computer, 110,  3853-3866, 2022
  7. 7. Verma M, Reddy MS, Meedimale YR, Mandal M, Vipparthi SK, "Automer: Spatiotemporal neural architecture search for microexpression recognition", IEEE Transactions on Neural Networks and Learning Systems, 23,  6116-6128, 2021
  8. 8. Mandal M, Vipparthi SK, "An empirical review of deep learning frameworks for change detection: Model design, experimental frameworks, challenges and research needs", IEEE Transactions on Intelligent Transportation Systems, 38,  6101-6122, 2021
  9. 9. Choudhary M, Chouhan SS, Pilli ES, Vipparthi SK, "BerConvoNet: A deep learning framework for fake news classification", Applied Soft Computing, ,  107614, 2021
  10. 10. Mandal M, Dhar V, Mishra A, Vipparthi SK, Abdel-Mottaleb M, "3DCD: Scene Independent End-to-End Spatiotemporal Feature Learning Framework for Change Detection in Unseen Videos", IEEE Transactions on Image Processing, 23,  546-558, 2021
  11. 11. Mandal M, Vipparthi SK, "Scene independency matters: An empirical study of scene dependent and scene independent evaluation for CNN-based change detection", IEEE Transactions on Intelligent Transportation Systems, 28,  2031-2044, 2020
  12. 12. Verma M, Vipparthi SK, Singh G, "Affectivenet: Affective-motion feature learning for microexpression recognition", IEEE MultiMedia, 29,  17-27, 2020
  13. 13. Verma M, Vipparthi SK, Singh G, Murala S, "LEARNet: Dynamic imaging network for micro expression recognition", IEEE Transactions on Image Processing, ,  1618-1627, 2019
  14. 14. Mandal M, Dhar V, Mishra A, Vipparthi SK, "3DFR: A swift 3D feature reductionist framework for scene independent change detection", IEEE Signal Processing Letters, 17,  1882-1886, 2019
  15. 15. Mandal M, Shah M, Meena P, Devi S, Vipparthi SK, "AVDNet: A small-sized vehicle detection network for aerial visual data", IEEE Geoscience and Remote Sensing Letters, 13,  494-498, 2019
  16. 16. Mandal M, Verma M, Mathur S, Vipparthi SK, Murala S, Kranthi Kumar D, "Regional adaptive affinitive patterns (RADAP) with logical operators for facial expression recognition", IET Image Processing, 2,  850-861, 2019
  17. 17. Verma M, Vipparthi SK, Singh G, "Hinet: Hybrid inherited feature learning network for facial expression recognition", IEEE Letters of the Computer Society, 13,  36-39, 2019
  18. 18. Singh M, Govil MC, Pilli ES, Vipparthi SK, "SOD-CED: salient object detection for noisy images using convolution encoder--decoder", IET Computer Vision, ,  578-587, 2019
  19. 19. Biradar KM, Gupta A, Mandal M, Vipparthi SK, "Challenges in time-stamp aware anomaly detection in traffic videos", arXiv preprint arXiv:1906. 04574, ,  , 2019
  20. 20. Mandal M, Chaudhary M, Vipparthi SK, Murala S, Gonde AB, Nagar SK, "ANTIC: ANTithetic isomeric cluster patterns for medical image retrieval and change detection", IET Computer Vision, ,  31-43, 2019
  21. 21. Vipparthi SK, Murala S, Gonde AB, Jonathan Wu QM, "Local directional mask maximum edge patterns for image retrieval and face recognition", IET Computer Vision, ,  182-192, 2016
  22. 22. Vipparthi SK, Murala S, Nagar SK, Gonde AB, "Local Gabor maximum edge position octal patterns for image retrieval", Neurocomputing, 40,  336-345, 2015
  23. 23. Vipparthi SK, Murala S, Nagar SK, "Dual directional multi-motif XOR patterns: A new feature descriptor for image indexing and retrieval", Optik, 8,  1467-1473, 2015
  24. 24. Vipparthi SK, Nagar SK, "Directional local ternary patterns for multimedia image indexing and retrieval", International Journal of Signal and Imaging Systems Engineering, 96,  137-145, 2015
  25. 25. Vipparthi SK, Nagar SK, "Integration of color and local derivative pattern features for content-based image indexing and retrieval", Journal of the Institution of Engineers (India): Series B, ,  251-263, 2015
  26. 26. Vipparthi SK, Nagar SK, "Expert image retrieval system using directional local motif XoR patterns", Expert Systems with Applications, 167,  8016-8026, 2014
  27. 27. Vipparthi SK, Nagar SK, "Multi-joint histogram based modelling for image indexing and retrieval", Computers & Electrical Engineering, 126,  163-173, 2014

  • 1. Book Chapter, "Definet: Portable CNN Network for Facial Expression Recognition" ISBN: published by - Year: 2020 authors- Verma M, Saxena P, Vipparthi SK, Singh G, Nagar SK

  • 1. IEEE SM (Senior Member)
  • 2. ACM Member

S. No. Title Funding Agency Role Start Year - End Year Amount (In Lacs) Details
1 Al based Technology for Varicoloured Video Restoration and Object Detection MoES, Govt of India PI 2023 - 2025 45.000
2 Al based Technology for Underwater Varicoloured Video Restoration and Object Detection MoES PI 2023 - 2026 45.480
3 iSelecT: Multifaceted comprehensive framework for Referred instance selection and segmentation in a visual data SERB PI 2023 - 2026 41.130
4 Intelligent Transportation System: AI based Deep Learning Technology for Multi-Weather Video Restoration SERB CO-PI 2023 - 2026 43.380
5 Autonomous Underwater Vehicle Assistance with Video Quality Enhancement and Restoration DST-ICPC-TIH-Guwahati PI 2023 - 2024 11.880
6 Timestamp-aware Aberrant Detection and Analysis in Big Visual Data using Deep Learning Architecture SERB PI 2018 - 2022 19.880
7 Title IIT ROPAR PI 2023 - 2024 51.000

S. No. Title Funding Agency Start Year - End Year Amount (In Lacs) Details
1 Tool Development for Improvement in quality of images captured offshore Oceaneering India Pvt. Ltd, India 2023 - 2024 19.500
2 Inspection of ICT Material for Jaipur Smart City Limited Jaipur Smart City Limited - Municipal Corporation Jaipur 2018 - 2019 8.710
3 Inspection of Integrated City Operation Centre in existing JSCL Building Jaipur Smart City 2018 - 2019 3.480
4 Inspection of Supplied materials and testing and commissioning of the equipment at RIICO RIICO, Neemrana, Distt. Alwar 2018 - 2019 2.030

Code Title L-T-P-S-C Type Degree Year Semester
EE647 Machine Learning 3-0-0-6-3 Elective >M.tech. - Signal and Communication 2024 Semester II
EE673 Deep Learning for Computer Vision 3-0-0-6-3 Elective Btech 2024 Semester VIII
EE527 Advance Digital Signal Processing 3-0-0-6-3 Core >M.tech. - Signal and Communication 2023 Semester I
EE525 Communication and Signal Processing Lab-1 0-0-3-1.5-1.5 Core >M.tech. - Signal and Communication 2023 Semester I
EE629 Special Topics In Communication 3-0-0-6-3 Elective >M.tech. - Signal and Communication 2023 Semester I
DS501 Programming and Data Structures 2-0-0-4-2 Core M.Sc. 2023 Semester I
EE639 Computer Vision 3-0-0-6-3 Elective Btech 2022 Semester VIII
GE108 Basic Electronics 2-2/3-2-13/3-3 Core Btech 2022 Semester I
HS404 Indian Urbanism 3-4-5-6-7 Elective B.tech.,M.Sc. 2020 Semester I,Semester II

  • 1. Mr. Ashutosh Kulkarni (TCS Research Scholar)
  • 2. Ms. Priyanka Mishra
  • 3. Ms. Sania Bano
  • 4. Mr. Ranjit Katta
  • 5. Mr. Amitab Tripathi
  • 6. Mr. Sunil Kumar Bansal- Parttime
  • 7. Mr. Sanket Laxman Waghmare - Parttime

  • 1. Faculty Advisor for First Batch MSDSM 2023-25
  • 2. Faculty Advisor for M.Tech SPCOM 2023-25