Last decade in vehicle detection and classification: a comprehensive survey

S Maity, A Bhattacharyya, PK Singh, M Kumar… - … Methods in Engineering, 2022 - Springer
Due to the ever increasing traffic on roads, there has been a pressing need for Automatic
Vehicle Detection (AVD) systems, so that the real-time traffic can be observed as well as …

[HTML][HTML] Two decades of vehicle make and model recognition–survey, challenges and future directions

S Gayen, S Maity, PK Singh, ZW Geem… - Journal of King Saud …, 2024 - Elsevier
Vehicle make and model recognition (VMMR) is a crucial task for developing automatic
vehicle recognition (AVR) systems, and has gained significant attention in the fields of …

JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection

A Bhattacharyya, A Bhattacharya, S Maity… - Multimedia Tools and …, 2023 - Springer
Designing an automatic vehicle detection (AVD) system from still images or videos would be
a useful tool to cater to the requirements of the traffic management system. Over the past few …

Multimodal AI model for zero-shot vehicle brand identification

C Kerdvibulvech - Multimedia Tools and Applications, 2025 - Springer
Identifying vehicle brands is a crucial aspect of advancing media technology in intelligent
transportation systems, yet it remains challenging due to the wide variety of car models and …

A New Method for Vehicle Logo Recognition Based on Swin Transformer

Y Li, D Zhang, J Xiao - arXiv preprint arXiv:2401.15458, 2024 - arxiv.org
Intelligent Transportation Systems (ITS) utilize sensors, cameras, and big data analysis to
monitor real-time traffic conditions, aiming to improve traffic efficiency and safety. Accurate …