[HTML][HTML] Novel person detection and suspicious activity recognition using enhanced YOLOv5 and motion feature map

U Gawande, K Hajari, Y Golhar - Artificial Intelligence Review, 2024 - Springer
Person and suspicious activity detection is a major challenge for image-based surveillance
systems. However, the accuracy of person detection is affected by several factors, such as …

[PDF][PDF] Motion Pattern Based Anomalous Pedestrian Activity Detection

KO Hajari, UH Gawande, Y Golhar - International Journal of Image …, 2022 - mecs-press.org
In this paper, an efficient technique for anomalous pedestrian activity detection in the
academic institution is proposed. At the pixel and block levels, the proposed method elicits …

Novel approach for pedestrian unusual activity detection in academic environment

KO Hajari, UH Gawande… - IAES International Journal …, 2022 - search.proquest.com
In this paper, we propose an efficient method for the detection of student unusual activity in
the academic environment. The proposed method extracts motion features that accurately …

Tracker-fusion Strategy for Robust Pedestrian Following

A Olivas, MÁ Muñoz-Bañón, E Velasco… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
The tracking problem remains difficult because trackers may lose the target due to
occlusions or changes in the target's appearance and start tracking another one, making it …

Robust Single Object Tracking and Following by Fusion Strategy

A Olivas, MÁ Muñoz-Bañón, EP Velasco, F Torres - 2023 - rua.ua.es
Single Object Tracking methods are yet not robust enough because they may lose the target
due to occlusions or changes in the target's appearance, and it is difficult to detect …

Research of Pedestrian Tracking Algorithm in Complex Environment Based on YOLOv5 and TransT

C He, J Luo, N Li, Z Miao - International Conference on Guidance …, 2022 - Springer
Aiming at the problem that difficulty of automatically identifying the pedestrian being followed
in complex environment by eliminating interfering pedestrians, and reducing the impact of …

Research on search, comparison, and implementation of a fast and reliable vehicle tracking algorithm

Q Guo - International Conference on Artificial Intelligence and …, 2022 - spiedigitallibrary.org
At present, vehicle tracking has been realized in many fields. The applications of vehicle
tracking include Advanced Driver Assisted System and live broadcast of automobile events …