Publications

Publications:

Journal Papers

1. Abhishek Mukhopadhyay, Harshita BH, Prashant Gaikwad Tatyarao, Imon Mukherjee, and Pradipta Biswas, I-rod: an ensemble of CNNs for object detection in unconstrained road scenarios. SIViP 19, 3 (2025). https://doi.org/10.1007/s11760-024-03590-7

2. Abhishek Mukhopadhyay, Himanshu Viswakarma, G S Rajshekar Reddy, Shakti Srivastava, Anasol Pena-Rios, and Pradipta Biswas. "VR digital twin of office space with computer vision-based estimation of room occupancy and power consumption." Discov Anal 2, 6 (2024). https://doi.org/10.1007/s44257-024-00008-z

3. Abhishek Mukhopadhyay, Pradipta Biswas. “Advancements in Deep-Learning-Based Object Detection in Challenging Environments.” Wireless World: Research and Trends (2024), 1(1), 1-6, Springer. Available at: https://doi.org/10.13052/2794-7254.001.

4. Abhishek Mukhopadhyay, Prashant Gaikwad Tatyarao, Anujith Muraleedharan, Mukund Mitra, and Pradipta Biswas. "Developing a Computer Vision based System for Autonomous Taxiing of Aircraft." Aviation, 27(4), 248–258. https://doi.org/10.3846/aviation.2023.20588.

5. Abhishek Mukhopadhyay, Vinay Krishna Sharma, Prashant Gaikwad Tatyarao, Aumkar Kishore Shah, Ananthram MC Rao, Raj P. Subin, and Pradipta Biswas. "A Comparison Study between XR Interfaces for Driver Assistance in Take Over Request." Transportation Engineering (11),2023,100159, Elsevier, ISSN 2666-691X,https://doi.org/10.1016/j.treng.2022.100159.

6. Abhishek Mukhopadhyay, LRD Murthy, Imon Mukherjee, and Pradipta Biswas. "A Hybrid Lane Detection Model for Wild Road Conditions." In IEEE Transactions on Artificial Intelligence, vol. 4, no. 6 (2023): 1592-1601. doi: 10.1109/TAI.2022.3212347.

7. Abhishek Mukhopadhyay, GS Rajshekar Reddy, KamalPreet Singh Saluja, Subhankar Ghosh, Anasol Peña-Rios, Gokul Gopal, and Pradipta Biswas. "Virtual-reality-based digital twin of office spaces with social distance measurement feature." Virtual Reality & Intelligent Hardware 4, no. 1 (2022): 55-75. https://doi.org/10.1016/j.vrih.2022.01.004

8. Abhishek Mukhopadhyay, GS Rajshekar Reddy, KamalPreet Singh Saluja, Subhankar Ghosh, Naveen Talwar, Anasol Peña-Rios, Gokul Gopal, and Pradipta Biswas. "A Virtual Reality-Based Digital Twin of workspaces with Social Distance Measurement Feature." (2021) [White Paper published by BT]. 

9. Abhishek Mukhopadhyay, Imon Mukherjee, and Pradipta Biswas (n.d.). Comparing shape descriptor methods for different color space and lighting conditions. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 1-10. doi:10.1017/S0890060419000398

10. Abhishek Mukhopadhyay, and Subhas Hati. "Pose Estimation in AVI from Unknown Correspondences Using Genetic Algorithm". IOSR Journal of Computer Engineering, 18(4) (2016): https://doi.org/10.9790/0661-1804035360

11. Subin Raj, Bikram Karmakar, Gyanig Kumar, Abhishek Mukhopadhyay, Rohit Chandrahas & Pradipta Biswas, Comparing computer vision models for low resource dataset to develop a mixed reality based manual assembly assistant. Discov. Robot. 1, 5 (2025). Available at: https://doi.org/10.1007/s44430-025-00005-1

12. Suprakas Saren, Abhishek Mukhopadhyay, Debasish Ghose, Pradipta Biswas (2023), "Comparing Alternative Modalities in the Context of Multimodal Human-Robot Interaction, " Journal on Multimodal User Interfaces. Available at: 10.1007/s12193-023-00421-w

13. L. R. D Murthy, Abhishek Mukhopadhyay, Shambhavi Aggarwal, Ketan Anand, and Pradipta Biswas. "Towards Precision in Appearance-based Gaze Estimation in the Wild." arXiv e-prints (2023): arXiv-2302.

14. L. R. D Murthy, Abhishek Mukhopadhyay, Somnath Arjun, Varshith Yelleti, Peter Thomas, Dilli Babu Mohan, and Pradipta Biswas (2021) "Eye-Gaze-Controlled HMDS and MFD for Military Aircraft," Journal of Aviation Technology and Engineering: Vol. 10: Iss. 2, Article 3. Available at: https://doi.org/10.7771/2159-6670.1235

15. Gowdham Prabhakar, Abhishek Mukhopadhyay, L. R. D Murthy, Madan Modiksha, Deshmukh Sachin, and Pradipta Biswas. "Cognitive load estimation using ocular parameters in automotive." Transportation Engineering 2 (2020): 100008.

16. JeevithaShree DV, Puneet Jain, Abhishek Mukhopadhyay, KPS Saluja, Pradipta Biswas (2021) Eye gaze controlled adaptive virtual keyboard for users with SSMI. In: Technology and Disability, 33 (4). pp. 319-338.

Conference Papers

ACM Conferences – papers archived in ACM DL

1. Abhishek Mukhopadhyay, Samarth Patel, Priyavrat Sharma, Pradipta Biswas. 2024. A Machine Learning-Based Framework for Real-Time 3D Reconstruction and Space Utilization in Built Environments. Workshops at the International Conference on Intelligent User Interfaces (IUI).  https://ceur-ws.org/Vol-3660/paper27.pdf

2. Abhishek Mukhopadhyay, Vinay Krishna Sharma, Prashant Tatyarao Gaikwad, Ajay Kumar Sandula, and Pradipta Biswas. 2022. Exploring the Use of XR Interfaces for Driver Assistance in Take Over Request. In 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’22 Adjunct), September 17–20, 2022, Seoul, Republic of Korea. ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3544999.3552527

3. Abhishek Mukhopadhyay, Dr. Shubham Agarwal, Dr. Patrick Dylan Zwick, and Pradipta Biswas. 2022. To Show or Not to Show: Redacting Sensitive Text from Videos of Electronic Displays. In 14th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI ’22 Adjunct), September 17–20, 2022, Seoul, Republic of Korea. ACM, New York, NY, USA, 4 pages. https://doi.org/10.1145/3544999.3552529

4. Abhishek Mukhopadhyay, G S Rajshekar Reddy, Subhankar Ghosh, L. R. D Murthy, and Pradipta Biswas. 2021. Validating Social Distancing through Deep Learning and VR-Based Digital Twins. In 27th ACM Symposium on Virtual Reality Software and Technology (VRST ’21), December 08–10, 2021, Osaka, Japan. ACM, New York, NY, USA, 2 pages. https://doi.org/10.1145/3489849.3489959

5. Abhishek Mukhopadhyay, GS Rajshekar Reddy, Imon Mukherjee, Gokul Kumar Gopal, Anasol Peña-Rios, Pradipta Biswas. 2021. Generating Synthetic Data for Deep Learning using VR Digital Twin. In Proceedings of the 2021 5th International Conference on Cloud and Big Data Computing (ICCBDC '21). Association for Computing Machinery, New York, NY, USA, 52–56. https://doi.org/10.1145/3481646.3481655

6. Abhishek Mukhopadhyay, Imon Mukherjee, and Pradipta Biswas. 2020. Decoding CNN based Object Classifier Using Visualization. In Proceedings of the 12th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: AutomotiveUI '20 Adjunct, September 21–22, 2020, Virtual Event, USA. DOI: https://doi.org/10.1145/3409251.3411721

7. Abhishek Mukhopadhyay, Pradipta Biswas, Ayush Agarwal, and Imon Mukherjee. 2019. Performance Comparison of Different CNN models for Indian Road Dataset. In Proceedings of the 2019 3rd International Conference on Graphics and Signal Processing (ICGSP '19). ACM, New York, NY, USA, 29-33. DOI: https://doi.org/10.1145/3338472.3338480 (Best Presentation Award)

8. Abhishek Mukhopadhyay, Imon Mukherjee, and Pradipta Biswas. 2019. Comparing CNNs for non-conventional traffic participants. In Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings (AutomotiveUI '19). ACM, New York, NY, USA, 171-175. DOI: https://doi.org/10.1145/3349263.3351336 (Global Fellowship Award) [Acceptance rate: 29%]

9. Abhishek Mukhopadhyay, Imon Mukherjee, and Pradipta Biswas (2019, September). Ride Quality Monitoring of Driver and Co-passengers in Autonomous Vehicle, ACM Automotive UI Doctoral Consortium. https://www.auto-ui.org/19/proceedings/#dc (ACM Automotive UI 2019)

10. LRD Murthy, Abhishek Mukhopadhyay, Ketan Anand, Shambhavi Aggarwal, and Pradipta Biswas. 2022. PARKS-Gaze - A Precision-focused Gaze Estimation Dataset in the Wild under Extreme Head Poses. In 27th International Conference on Intelligent User Interfaces (IUI '22 Companion). Association for Computing Machinery, New York, NY, USA, 81–84. DOI:https://doi.org/10.1145/3490100.3516467

11. LRD Murthy, Abhishek Mukhopadhyay, and Pradipta Biswas. 2022. Distraction Detection in Automotive Environment using Appearance-based Gaze Estimation. In 27th International Conference on Intelligent User Interfaces (IUI '22 Companion). Association for Computing Machinery, New York, NY, USA, 38–41. DOI:https://doi.org/10.1145/3490100.3516463

12. Yashaswi Sinha, Shravan Shanmugam, Yash Kumar Sahu, Abhishek Mukhopadhyay, and Pradipta Biswas. 2025. Diffuse Your Data Blues: Augmenting Low-Resource Datasets via User-Assisted Diffusion. In Proceedings of the 30th International Conference on Intelligent User Interfaces (IUI '25). Association for Computing Machinery, New York, NY, USA, 538–552. https://doi.org/10.1145/3708359.3712163

13. Somnath Arjun, G. S. Rajshekar Reddy, Abhishek Mukhopadhyay, Sanjana Vinod, and Pradipta Biswas. Evaluating Visual Variables in a Virtual Reality Environment. In 34th British HCI Conference 34, pp. 11-22. 2021

14. Mukund Mitra, Ameya patil, GVS Mothish, Gyanig Kumar, Abhishek Mukhopadhyay, LRD Murthy, Partha Pratim Chakrabarti, and Pradipta Biswas. 2024. Multimodal Target Prediction for Rapid Human-Robot Interaction. In 29th International Conference on Intelligent User Interfaces - Companion (IUI Companion ’24), March 18–21, 2024, Greenville, SC, USA. ACM, New York, NY, USA, 9 pages. https://doi.org/10.1145/3640544.3645229

IEEE Conferences – papers archived in IEEE DL

15. Yash Sahu, Abhishek Mukhopadhyay, Gyanig Kumar, Ashok Kumar, Pradipta Biswas, A Comparative Study on Image Translation GAN Models to Improve Object Detection Accuracy in Low-Resource Domains. 2024 International Conference on Vehicular Technology and Transportation Systems (ICVTTS), Bangalore, India, 2024, pp. 1-6, DOI: 10.1109/ICVTTS62812.2024.10763945

16. L. R. D. Murthy, Abhishek Mukhopadhyay, Varshit Yellheti, Somnath Arjun, Peter Thomas, M. Dilli Babu, Kamal Preet Singh Saluja, D. V. JeevithaShree, and Pradipta Biswas. (2020, March). Evaluating Accuracy of Eye Gaze Controlled Interface in Military Aviation Environment. In 2020 IEEE Aerospace Conference (pp. 1-12). IEEE. DOI: 10.1109/AERO47225.2020.9172480

Book Chapters

17. Yashodeep Bharat Deshmukh, and Abhishek Mukhopadhyay. "Theoretical Foundations of Large Language Models." In Theory, Practice, and Future Direction of Large Language Models, pp. 33-74. IGI Global Scientific Publishing, 2026.

18. Moumita Chowdhury, Aastha Agarwal, Alisha Parveen, and Abhishek Mukhopadhyay. "AI-Enabled Accessible Travel Plan for People With Disabilities." In Practical Applications of Smart Human-Computer Interaction, pp. 167-208. IGI Global Scientific Publishing, 2026.

19. Priyan Malakar, Nirmalya Mandal, Mohammed Saad, and Abhishek Mukhopadhyay. "Enhancing Human-Automated Vehicle Interaction in Complex Environments Using Virtual and Extended Reality Technologies." In Practical Applications of Smart Human-Computer Interaction, pp. 237-274. IGI Global Scientific Publishing, 2026.

20. Subrata Tikadar, Kaushik Paul, and Abhishek Mukhopadhyay. "Next-Gen Interaction: Smarter HCI for Intelligent Personalized Experiences." In Driving Smarter Human-Computer Interaction With Multidisciplinary Personalized Systems, pp. 1-26. IGI Global Scientific Publishing, 2026.

21. Abhishek Mukhopadhyay, L. R. D. Murthy, Manish Arora, Amaresh Chakrabarti, Imon Mukherjee, and Pradipta Biswas. (2019). PCB Inspection in the Context of Smart Manufacturing. In Research into Design for a Connected World (pp. 655-663). Springer, Singapore

22. Abhishek Mukhopadhyay, Subhas Hati, “Camera calibration from Known Correspondences using PSO”, International Conference on Computational Science and Engineering – Deyasi et al. (Eds) © 2017 Taylor & Francis Group, ISBN 978-1-138-02983-5

23. Antony William Joseph, Jeevitha Shree DV, Kamal Preet Singh Saluja, Abhishek Mukhopadhyay, Ramaswami Murugesh, and Pradipta Biswas, Eye Tracking to Understand Impact of Aging on Mobile Phone Applications, International Conference on Research into Design (ICoRD 2021) (Distinguished Paper Award)

Other Conferences

24.  Abhishek Mukhopadhyay and Pradipta Biswas, “ADAS for Indian Road Situations”, 47th-wwrf-meeting (remote) [Best Paper Award]

Patents

1. Gowdham Prabhakar, Abhishek Mukhopadhyay, Pradipta Biswas, Sachin Deshmukh, Modiksha Madan, System and Method for Monitoring Cognitive Load of a Driver of a Vehicle, Indian Patent No.: 497492, PCT Application No.: PCT/IB2020/062016, EU Patent Application No.: 20902881.0