Publications

Journals:

• Maji, A., & Ghosh, I. (2025). Evaluating the Accuracy of Vehicle Tracking Data from UAV Videos and Identifying Traffic Conflict Points to Develop a Conflict Frequency Predictive Model for Roundabout Safety Assessment under Mixed Traffic. Transportation Research Record, Sage Publications. doi: 10.1177/03611981251353706

• Maji, A., & Ghosh, I. (2025). A Copula-based Multivariate Extreme Value Framework for Roundabout Safety Evaluation under Mixed Traffic. (Accepted for publication) Accident Analysis & Prevention, 221(October 2025), Elsevier. https://doi.org/10.1016/j.aap.2025.108219 

• Maji, A., & Ghosh, I. (2025). Assessing Roundabout Safety Perceptions under Heterogeneous Traffic: Socio-Demographic and Geometric Influences in Indian Urban Contexts. (Accepted for publication) International Journal of Transportation Science and Technology, Elsevier. (Ms. No. IJTST-D-25-00254)

• Maji, A., Shah, A., & Ghosh, I. (2025). Development of a Driver Safety Reward System Incorporating You Only Look Once (YOLO)-Based Traffic Violation Detection at Roundabouts under Highly Heterogeneous Traffic. Transportation Research Record, Sage Publications. doi:10.1177/03611981251343614

• Maji, A., & Ghosh, I. (2025). Advanced traffic conflict analysis for safety evaluation at roundabouts under mixed traffic using extreme value theory. Accident Analysis & Prevention, 219(September 2025), Elsevier. https://doi.org/10.1016/j.aap.2025.108108 

• Maji, A., & Ghosh, I. (2025). A systematic review on roundabout safety incorporating the safety assessment methodologies, data collection techniques, and driver behavior. Safety Science, 181(January 2025), Elsevier. https://doi.org/10.1016/j.ssci.2024.106661

• Maji, A., Ghosh, I., & Chandra, S. (2024). Development of conflict-based safety performance function for safety evaluation of urban roundabouts in India. Canadian Journal of Civil Engineering, Canadian Science Publishing. https://doi.org/10.1139/cjce-2024-0314

• Maji, A., Nayak, S., Panda, M., & Bhuyan, P. K. (2022). Service level modelling of motorized three wheelers at unsignalized intersections under heterogeneous traffic conditions. European Transport - Trasporti Europei, 88. https://doi.org/10.48295/ET.2022.88.2. 

Conferences:

• Maji, A., & Ghosh, I. (2025). Unveiling Conflict Dynamics: A Surrogate Safety Approach for Enhancing Urban Roundabout Safety. Accepted for presentation at 8th International Conference of Transportation Research Group of India (CTRG-2025), IIT Guwahati, India.

• Maji, A., Soni, D. & Ghosh, I. (2025). Conflict-Based Safety Analysis of a Multilane Roundabout Using Microsimulation and SSAM. Accepted for presentation at 3rd International Conference Transportation Infrastructure Projects: Conception to Execution (TIPCE) 2025, IIT Roorkee, India.

• Maji, A., & Ghosh, I. (2025). Analyzing Roundabout Safety under Mixed Traffic: A Bivariate EVT-POT Approach. Accepted for the presentation at the 16th International Conference of Eastern Asia Society for Transportation Studies (EASTS) 2025, Surakarta, Indonesia.

• Maji, A., Soni, D. & Ghosh, I. (2025). Traffic Conflict Analysis in Multi-Lane Roundabout: A VISSIM and Genetic Algorithm Approach. Accepted for presentation at 16th International Conference of Eastern Asia Society for Transportation Studies (EASTS) 2025, Surakarta, Indonesia.

• Maji, A.,  & Ghosh, I. (2025). Evaluating Safety of Urban Roundabouts under Mixed Traffic Using UAV-Based Conflict Analysis and Safety Performance Functions. 104th Transportation Research Board (TRB) Annual Meeting, Washington DC, USA.

• Maji, A.,  & Ghosh, I. (2025). Evaluating the Accuracy of Vehicle Tracking Data from UAV Videos and Identifying Traffic Conflict Points to Develop a Conflict Frequency Predictive Model for Roundabout Safety Assessment under Mixed Traffic. 104th Transportation Research Board (TRB) Annual Meeting, Washington DC, USA.

• Maji, A.,  Shah, A., & Ghosh, I. (2025).Development of a Driver Safety Reward System Incorporating YOLO-based Traffic Violation Detection at Roundabouts under Highly Heterogeneous Traffic. 104th Transportation Research Board (TRB) Annual Meeting, Washington DC, USA.

• Maji, A.,  & Ghosh, I. (2024). Assessing Safety Perceptions at Roundabouts in India: Using Multiple Correspondence Analysis and Regression Analysis. 15th International Conference on Transportation Planning and Implementation Methodologies for Developing Countries (TPMDC), IIT Bombay, India.

• Maji, A.,  Soni, D., & Ghosh, I. (2024).Safety Appraisal of Multi-Lane Roundabout under Mixed Traffic using Microsimulation. 15th International Conference on Transportation Planning and Implementation Methodologies for Developing Countries (TPMDC), IIT Bombay, India.

• Maji, A.,  & Ghosh, I. (2024). Evaluating UAV Datasets for Vehicle Recognition in Mixed Traffic Conditions Using YOLO. 21st IEEE India Council International Conference (IEEE INDICON), IIT Kharagpur, India. DOI: 10.1109/INDICON63790.2024.10958351

• Maji, A., Preetham, K., & Ghosh, I. (2024). JATAYU: A Large-scale Indian UAV Dataset for Vehicle Detection and Tracking. 10th International Conference on Electronics, Computing and Communication Technologies, IEEE CONNECT 2024, IISc Bangalore, India. DOI: 10.1109/CONECCT62155.2024.10677099

• Maji, A., & Ghosh, I. (2023). A Review of Ten Years of Research on the Safety Perspective of Driving at Roundabouts [Poster]. 7th Conference of Transportation Research Group of India (CTRG-2023), NIT Surat. DOI: 10.13140/RG.2.2.33752.92168

Dataset:

• Maji, A. (2024). JATAYUv1.0-vehicle-detection-UAV-Dataset [Dataset]. https://github.com/Abhijnan-Maji/JATAYUv1.0-vehicle-detection-UAV-Dataset