[PDF][PDF] A review of visual tracking

K Cannons - Dept. Comput. Sci. Eng., York Univ., Toronto, Canada …, 2008 - eecs.yorku.ca
… It would not be practical to attempt to describe all published works concerning visual tracking
the visual tracking literature. The primary focus of this review is on the visual tracking of …

Stct: Sequentially training convolutional networks for visual tracking

L Wang, W Ouyang, X Wang… - Proceedings of the IEEE …, 2016 - openaccess.thecvf.com
… ; ii) we develop an effective visual tracking algorithm based on the proposed sequential
learning … benchmark data sets and demonstrate that the proposed tracking algorithm performs …

Point-to-set distance metric learning on deep representations for visual tracking

S Zhang, Y Qi, F Jiang, X Lan… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
… some related visual tracking methods, which utilize convolutional neural networks (CNNs),
distance metric learning (DML), sparse coding, and multiple cues for robust visual tracking. …

Rpt: Learning point set representation for siamese visual tracking

Z Ma, L Wang, H Zhang, W Lu, J Yin - … : Glasgow, UK, August 23–28, 2020 …, 2020 - Springer
… architecture named RPT to accurately estimate the target state with a finer point set
Comprehensive evaluations on various visual tracking datasets indicate that our method …

Adaptive decontamination of the training set: A unified formulation for discriminative visual tracking

M Danelljan, G Hager, F Shahbaz Khan… - Proceedings of the …, 2016 - cv-foundation.org
visual tracking is the problem of estimating the trajectory of a target in an image sequence,
given only its initial location. Tracking … Furthermore, the tracking model must be flexible to …

Multielement visual tracking: Attention and perceptual organization

S Yantis - Cognitive psychology, 1992 - Elsevier
… Mechanisms of Visual Tracking In this section, I first describe an object-model alignment
mechanism that could carry out the visual tracking task studied here. Using this mechanism as a …

Recent advances and trends in visual tracking: A review

H Yang, L Shao, F Zheng, L Wang, Z Song - Neurocomputing, 2011 - Elsevier
… on visual tracking methods, classify them into different categories, as well as identify future
trends. Visual tracking is a … At last, we outline the future trends for visual tracking research. …

Efficient multitarget visual tracking using random finite sets

E Maggio, M Taj, A Cavallaro - IEEE Transactions on Circuits …, 2008 - ieeexplore.ieee.org
… Our main contribution is the adaptation of a filter based on Random Finite Sets to real-world
visual tracking scenarios. These adaptations are not straightforward as, unlike conventional …

Real-time visual tracking using compressive sensing

H Li, C Shen, Q Shi - CVPR 2011, 2011 - ieeexplore.ieee.org
… A typical problem arising from visual tracking is to estimate the posterior probability p(sk|yk)
for … In the context of visual tracking, we may obtain more spacial information at the same cost. …

Spatial selection for attentional visual tracking

M Yang, J Yuan, Y Wu - 2007 IEEE Conference on Computer …, 2007 - ieeexplore.ieee.org
… This paper proposes a new visual tracking approach by reflecting some aspects of spatial
… a new visual tracking approach that reflects some findings of selective visual attention in hu…