Crest: Convolutional residual learning for visual tracking

Y Song, C Ma, L Gong, J Zhang… - Proceedings of the …, 2017 - openaccess.thecvf.com
Discriminative correlation filters (DCFs) have\ryn been shown to perform superiorly in visual
tracking. They\ryn only need a small set of training samples from the initial frame to generate …

Advances and trends in visual crowd analysis: A systematic survey and evaluation of crowd modelling techniques

MS Zitouni, H Bhaskar, J Dias, ME Al-Mualla - Neurocomputing, 2016 - Elsevier
Visual recognition of crowd dynamics has had a huge impact on several applications
including surveillance, situation awareness, homeland security and intelligent environments …

Online object tracking: A benchmark

Y Wu, J Lim, MH Yang - … of the IEEE conference on computer …, 2013 - openaccess.thecvf.com
Object tracking is one of the most important components in numerous applications of
computer vision. While much progress has been made in recent years with efforts on sharing …

Visual tracking: An experimental survey

AWM Smeulders, DM Chu, R Cucchiara… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
There is a large variety of trackers, which have been proposed in the literature during the
last two decades with some mixed success. Object tracking in realistic scenarios is a difficult …

A novel performance evaluation methodology for single-target trackers

M Kristan, J Matas, A Leonardis, T Vojíř… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
This paper addresses the problem of single-target tracker performance evaluation. We
consider the performance measures, the dataset and the evaluation system to be the most …

Joint monocular 3D vehicle detection and tracking

HN Hu, QZ Cai, D Wang, J Lin, M Sun… - Proceedings of the …, 2019 - openaccess.thecvf.com
Vehicle 3D extents and trajectories are critical cues for predicting the future location of
vehicles and planning future agent ego-motion based on those predictions. In this paper, we …

Thermal infrared target tracking: A comprehensive review

D Yuan, H Zhang, X Shu, Q Liu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Thermal infrared (TIR) target tracking task is not affected by illumination changes and can be
tracked at night, on rainy days, foggy days, and other extreme weather; so it is widely used in …

Fast compressive tracking

K Zhang, L Zhang, MH Yang - IEEE transactions on pattern …, 2014 - ieeexplore.ieee.org
It is a challenging task to develop effective and efficient appearance models for robust object
tracking due to factors such as pose variation, illumination change, occlusion, and motion …

Monocular quasi-dense 3d object tracking

HN Hu, YH Yang, T Fischer, T Darrell… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A reliable and accurate 3D tracking framework is essential for predicting future locations of
surrounding objects and planning the observer's actions in numerous applications such as …