Multi-camera people detection and tracking

C Zhu - 2019 - diva-portal.org
Pedestrian detection and tracking are essential problems in the field of computer vision,
having a wide range of applications in surveillance, security, autonomous driving and …

On the performance of crowd-specific detectors in multi-pedestrian tracking

D Stadler, J Beyerer - … on advanced video and signal based …, 2021 - ieeexplore.ieee.org
In recent years, several methods and datasets have been proposed to push the performance
of pedestrian detection in crowded scenarios. In this study, three crowd-specific detectors …

[PDF][PDF] Comparative evaluation of human detection and tracking approaches for online tracking applications

HQ Nguyen, TB Nguyen, TA Le, TL Le… - 2019 International …, 2019 - researchgate.net
Object detection and tracking in videos is an important problem in computer vision thanks to
its wide applications in various video analysis scenarios. As a result, it has attracted huge …

Deep occlusion reasoning for multi-camera multi-target detection

P Baqué, F Fleuret, P Fua - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
People detection in 2D images has improved greatly in recent years. However,
comparatively little of this progress has percolated into multi-camera multi-people tracking …

Centroid human tracking via oriented detection in overhead fisheye sequences

O Haggui, H Bayd, B Magnier - The Visual Computer, 2024 - Springer
Pedestrian tracking is highly relevant to the understanding of static and moving scenes in
video sequences. The increasing demand for people's safety and security has resulted in …

Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads

Y Zhang, H Chen, Z Lai, Z Zhang, D Yuan - Australasian Joint Conference …, 2023 - Springer
With the rapid development of deep learning, object detection and tracking play a vital role
in today's society. Being able to identify and track all the pedestrians in the dense crowd …

Enhancing Real-Time Human Tracking using YOLONAS-DeepSort Fusion Models

R Athilakshmi, PSC Sainagakrishna… - 2023 7th …, 2023 - ieeexplore.ieee.org
Real-time human detection and tracking are dynamic research domains within the computer
vision community. While human detection has made significant advancements in recent …

Pedestrian head detection and tracking via global vision transformer

XT Vo, VD Hoang, DL Nguyen, KH Jo - International Workshop on …, 2022 - Springer
In recent years, pedestrian detection and tracking have significant progress in both
performance and latency. However, detecting and tracking pedestrian human-body in highly …

Research on pedestrian tracking algorithm based on deep learning

H He, Z Yan, Z Geng, X Liu - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Pedestrian tracking is an important task in the field of computer vision and is the basis for
other advanced vision tasks such as human pose estimation, motion recognition and …

Motsynth: How can synthetic data help pedestrian detection and tracking?

M Fabbri, G Brasó, G Maugeri… - Proceedings of the …, 2021 - openaccess.thecvf.com
Deep learning-based methods for video pedestrian detection and tracking require large
volumes of training data to achieve good performance. However, data acquisition in …