• Korlepara, Divya B., C. S. Vasavi, Shruti Jeurkar, Pradeep Kumar Pal, Subhajit Roy, Sarvesh Mehta, Shubham Sharma et al. “Plas-5k: Dataset of protein-ligand affinities from molecular dynamics for machine learning applications.” Scientific data 9, no. 1 (2022): 548. [link]
  • Talwar, Vivek, Pragya Singh, Nirza Mukhia, Anupama Shetty, Praveen Birur, Karishma M. Desai, Chinnababu Sunkavalli et al. “AI-assisted screening of oral potentially malignant disorders using smartphone-based photographic images.” Cancers 15, no. 16 (2023) [link]
  • Modhugu, Raghava, Ranjith Reddy, and C. V. Jawahar. “Dear Commissioner, Please Fix These: A Scalable System for Inspecting Road Infrastructure.” In Computer Vision, Pattern Recognition, Image Processing, and Graphics: 7th National Conference, NCVPRIPG 2019, Hubballi, India, December 22–24, 2019, Revised Selected Papers 7, pp. 460-469. Springer Singapore, 2020. [link]
  • Mo, Yujian, Yan Wu, Xinneng Yang, Feilin Liu, and Yujun Liao. “Review the state-of-the-art technologies of semantic segmentation based on deep learning.” Neurocomputing 493 (2022): 626-646. [link]
  • Rai, Shyam Nandan, Vineeth N. Balasubramanian, Anbumani Subramanian, and C. V. Jawahar. “Munich to Dubai: How far is it for Semantic Segmentation?.” In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pp. 2999-3008. 2020. [link]
  • Reddy, Sangeeth, Minesh Mathew, Lluis Gomez, Marçal Rusinol, Dimosthenis Karatzas, and C. V. Jawahar. “Roadtext-1k: Text detection & recognition dataset for driving videos.” In 2020 IEEE International Conference on Robotics and Automation (ICRA), pp. 11074-11080. IEEE, 2020. [link]
  • Mishra, Ashutosh, Sudhir Kumar, Tarun Kalluri, Girish Varma, Anbumani Subramaian, Manmohan Chandraker, and C. V. Jawahar. “Semantic segmentation datasets for resource constrained training.” In Computer Vision, Pattern Recognition, Image Processing, and Graphics: 7th National Conference, NCVPRIPG 2019, Hubballi, India, December 22–24, 2019, Revised Selected Papers 7, pp. 450-459. Springer Singapore, 2020. [link]
  • Rai, Shyam Nandan, Vineeth N. Balasubramanian, Anbumani Subramanian, and C. V. Jawahar. “Spatial Feedback Learning to Improve Semantic Segmentation in Hot Weather.” In BMVC. 2020. [link]
  • Kalluri, Tarun, Girish Varma, Manmohan Chandraker, and C. V. Jawahar. “Universal semi-supervised semantic segmentation.” In Proceedings of the ieee/cvf international conference on computer vision, pp. 5259-5270. 2019. [link]

iRASTE Related Publications –

  • D. S. Thakur, M. Advani, S. Velmurugan, A. Goel, (2022) “Identification & Prioritization of Possible Accident Locations in Nagpur City using Road Crashes Data”, 10th National Conference on Nanoscience and Instrumentation technology, July 2022.
  • M. Advani, A. Subramanian, D.S. Thakur, J. Jose, S. Velmurugan, and A. Goel. “Artificial Intelligence-based Collision Alert System to Identify the Most Unsafe Areas in Nagpur City”, Proc. of 2nd Intl. Conf. On Transportation Infrastructure Projects : Conception to Execution (TIPCE), IIT Roorkee, Sep. 2022
  • D. S. Thakur, M. Advani, A. Subramanian, S. Velmurugan and A. Goel, “Identifying Pedestrian Risk Zones from the Bus Fleet Equipped With ADAS Devices”, Proc. of the Intl. Virtual Conf. on Smart and Sustainable Development of Urban Green Infrastructure in India and Canada (SSDUGI), Organized by NIT-Trichy, Mar. 2022 [Best Paper Award]
  • D. S. Thakur, M. Advani, S. Velmurugan, A. Subramanian, N. Chakrabarty and A. Goel, (2022) “Artificial Intelligence (AI) based Assessment of Behavior of Bus Drivers in Nagpur city (India) – A Case Study”, Proc. of Recent Advances in Traffic Engineering (RATE), SVNIT, Nov. 2022 [Best Paper Award].
  • Balaji, M., Velmurugan S and Padma S (2022), “Economic-Benefit Assessment of Black Spot Improvements”, A paper presented and published in the 14th International Conference on Transportation Planning and Implementation Methodologies for Developing Countries (TPMDC) held at IIT, Bombay.
  • R. Chawla, Velmurugan S, Mukti Advani, and Ravinder K (2022), “Visualizing Blackspot Improvement at Nagpur”, A paper presented and published in the 14th International Conference on Transportation Planning and Implementation Methodologies for Developing Countries (TPMDC) held at IIT, Bombay.
  • N. ul, Mohd. Akil, D. S. Thakur, A. M. Rao, S. Velmurugan, A. Subramanian (2023), “Development of Road Quality Index using Artificial Intelligence”, 7th Conference of Transportation Research Group of India (CTRG), Dec 2023.
  • D. S. Thakur, M. Advani, A. Subramanian, S. Velmurugan, Md. Ibrahim (2023), “Identification of Lane Departure Hotspots using ADAS-based Collision Alerts on an Indian Interurban Highway”, 7 th Conference of Transportation Research Group of India (CTRG), Dec 2023.
  • D. S. Thakur, S. Velmurugan, M. Advani, A. Goel(2023), “Identifying the Blackspots using Crash Severity Value of Road Crashes: Case Study”, National Conference on Sustainable Development of Smart Cities Infrastructure (SDSCI), NIT Kurukshetra, May 2023.
  • F. Khan, S. Velmurugan, M. Advani, H.D. Chalak, (2023), “Analyzing Road Crash Records and Deducing Corrective Measures in Nagpur City”, Proc. of International Conference on Recent Trends in Engineering and Sciences (RTES), SVNIT Surat, May 2023. (Hindi Publication) (Vigyan Prakash: UGC Care).
  • F. Khan, M. Advani, S. Velmurugan, H.D. Chalak, (2023), “Artificial Intelligence Based Collision Avoidance System to Identify Most Unsafe Midblock Road Sections in Nagpur City”, Proc. of National Conference on Sustainable Development of Smart Cities Infrastructure (SDSCI), NIT Kurukshetra, May 2023.
  • N. Rangaswamy, Y. Dedhia, A. Singh, V. S. Tomar, D. S. Thakur, (2023). “Building AI and Human Capital for Road Safety”, 15th Annual Pre-ICIS Workshop Special Interest Group – ICT and Global Development, Hyderabad, December 2023.
  • V. Bairam, A. Ramesh, Ch. R. Sekhar (2023). “Enhancing Road Safety of Intercity Public Transport Along Key Corridors Through Driver Monitoring System and Alert Analysis”, 9th Conference on Transportation System Engineering and Management (CTSEM), October, 2023.
  • A. Dixit, D. S. Thakur, M. Advani, S. Velmurugan, A. Subramanian, (2024). “ADAS-based Assessment of Speeding Behaviour of Bus Drivers”, 2nd Annual Conference on Infrastructure and Built Environment: Towards Sustainable and Resilient Societies (IBSR), IIT Kharagpur, March 2024.
  • D. S. Thakur, K. Gupta, Md. Akil, N. Chakrabarty, M. Advani, S. Velmurugan, (2024). “Exploring the Psychophysical Abilities of Indian Bus Drivers: A Case study”, 1 st International Conference on Recent Advances in Infrastructure Development (RAID), NIT Calicut, Feb 2024. (Presented)
  • D. S. Thakur, M. Advani, A. Subramanian, S. Velmurugan, (2024). “Evaluation of Impact of ADAS on Bus Driver’s Rear-end Collision Behaviour”, 15th World Conference on Injury Prevention & Safety Promotion (Safety 2024), September 2024. (Accepted)
  • S. Velmurugan, D. S. Thakur, (2024). “Revolutionizing Road Safety using Artificial Intelligence: A Case Study”, National Conference-cum-exhibition on Revolutionizing Road Infra with Modern Equipment, Technologies, Sustainable Material, and Policy Guidelines (IRF – India Chapter), Feb’24-Mar’24.