Voxeltrack: Multi-person 3d human pose estimation and tracking in the wild

Y Zhang, C Wang, X Wang, W Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We present VoxelTrack for multi-person 3D pose estimation and tracking from a few
cameras which are separated by wide baselines. It employs a multi-branch network to jointly …

Wildtrack: A multi-camera hd dataset for dense unscripted pedestrian detection

T Chavdarova, P Baqué, S Bouquet… - Proceedings of the …, 2018 - openaccess.thecvf.com
People detection methods are highly sensitive to occlusions between pedestrians, which are
extremely frequent in many situations where cameras have to be mounted at a limited …

Multiview detection with feature perspective transformation

Y Hou, L Zheng, S Gould - Computer Vision–ECCV 2020: 16th European …, 2020 - Springer
Incorporating multiple camera views for detection alleviates the impact of occlusions in
crowded scenes. In a multiview detection system, we need to answer two important …

Stacked homography transformations for multi-view pedestrian detection

L Song, J Wu, M Yang, Q Zhang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Multi-view pedestrian detection aims to predict a bird's eye view (BEV) occupancy map from
multiple camera views. This task is confronted with two challenges: how to establish the 3D …

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 …

A Bayesian filter for multi-view 3D multi-object tracking with occlusion handling

J Ong, BT Vo, BN Vo, DY Kim… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This paper proposes an online multi-camera multi-object tracker that only requires
monocular detector training, independent of the multi-camera configurations, allowing …

Tracking by prediction: A deep generative model for mutli-person localisation and tracking

T Fernando, S Denman, S Sridharan… - 2018 IEEE Winter …, 2018 - ieeexplore.ieee.org
Current multi-person localisation and tracking systems have an over reliance on the use of
appearance models for target re-identification and almost no approaches employ a …