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Title: GitHub - itsShnik/VisualObjectTracking: Visual Object Tracking algorithms. Hold on! There is a lot to come · GitHub

Open Graph Title: GitHub - itsShnik/VisualObjectTracking: Visual Object Tracking algorithms. Hold on! There is a lot to come

X Title: GitHub - itsShnik/VisualObjectTracking: Visual Object Tracking algorithms. Hold on! There is a lot to come

Description: Visual Object Tracking algorithms. Hold on! There is a lot to come - itsShnik/VisualObjectTracking

Open Graph Description: Visual Object Tracking algorithms. Hold on! There is a lot to come - itsShnik/VisualObjectTracking

X Description: Visual Object Tracking algorithms. Hold on! There is a lot to come - itsShnik/VisualObjectTracking

Opengraph URL: https://github.com/itsShnik/VisualObjectTracking

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VisualObjectTracking	https://github.com/itsShnik/VisualObjectTracking
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37 Commits	https://github.com/itsShnik/VisualObjectTracking/commits/master/
	https://github.com/itsShnik/VisualObjectTracking/commits/master/
DaSiamRPN	https://github.com/itsShnik/VisualObjectTracking/tree/master/DaSiamRPN
DaSiamRPN	https://github.com/itsShnik/VisualObjectTracking/tree/master/DaSiamRPN
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SiamMask	https://github.com/itsShnik/VisualObjectTracking/tree/master/SiamMask
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README	https://github.com/itsShnik/VisualObjectTracking
	https://github.com/itsShnik/VisualObjectTracking#visualobjecttracking
	http://www.votchallenge.net/
	http://www.votchallenge.net/vot2019/
	http://www.votchallenge.net/vot2018/
	https://github.com/itsShnik/VisualObjectTracking#index
Mosse Filter	https://github.com/itsShnik/VisualObjectTracking#mosse-filter
KCF	https://github.com/itsShnik/VisualObjectTracking#kcf
Siamese Networks	https://github.com/itsShnik/VisualObjectTracking#siamese-networks
SiamFC	https://github.com/itsShnik/VisualObjectTracking#siamfc
SiamRPN	https://github.com/itsShnik/VisualObjectTracking#siamrpn
DaSiamRPN	https://github.com/itsShnik/VisualObjectTracking#dasiamrpn
SiamRPN++	https://github.com/itsShnik/VisualObjectTracking#siamrpn++
SiamMask	https://github.com/itsShnik/VisualObjectTracking#siammask
Non Siamese Networks	https://github.com/itsShnik/VisualObjectTracking#non-siamese-networks
ATOM	https://github.com/itsShnik/VisualObjectTracking#atom
Reinforcement Learning Based Approaches	https://github.com/itsShnik/VisualObjectTracking#reinforcement-learning-based-approaches
Research Areas to Work on in Visual Object Tracking	https://github.com/itsShnik/VisualObjectTracking#research-areas-to-work-on-in-visual-object-tracking
	https://github.com/itsShnik/VisualObjectTracking#mosse-filter
Visual object tracking using adaptive correlation filters	https://ieeexplore.ieee.org/document/5539960/
	https://github.com/itsShnik/VisualObjectTracking#kcf
High-Speed Tracking with Kernelized Correlation Filters	http://www.robots.ox.ac.uk/~joao/publications/henriques_tpami2015.pdf
	https://github.com/itsShnik/VisualObjectTracking#siamese-networks
	https://github.com/itsShnik/VisualObjectTracking#siamfc
Fully-Convolutional Siamese Networks for Object Tracking	https://arxiv.org/abs/1606.09549
	https://github.com/itsShnik/VisualObjectTracking#network-architecture
	https://github.com/itsShnik/VisualObjectTracking/blob/master/Images/siamfc.jpg?raw=true
	https://github.com/itsShnik/VisualObjectTracking#explanation
	https://github.com/itsShnik/VisualObjectTracking#some-special-highlights
	https://github.com/itsShnik/VisualObjectTracking#fully-convolutional-architecture
	https://github.com/itsShnik/VisualObjectTracking#logistic-loss-function
	https://github.com/itsShnik/VisualObjectTracking#no-online-training
	https://github.com/itsShnik/VisualObjectTracking#conclusion
	https://github.com/itsShnik/VisualObjectTracking#advantages-over-the-traditional-methods
	https://github.com/itsShnik/VisualObjectTracking#disadvantages--problems
	https://github.com/itsShnik/VisualObjectTracking#siamrpn
High Performance Visual Tracking with Siamese Region Proposal Network	http://openaccess.thecvf.com/content_cvpr_2018/html/Li_High_Performance_Visual_CVPR_2018_paper.html
	https://github.com/itsShnik/VisualObjectTracking#network-architecture-1
	https://github.com/itsShnik/VisualObjectTracking/blob/master/Images/siamrpn.png?raw=true
	https://github.com/itsShnik/VisualObjectTracking#explanation-1
Region Proposal Network	https://arxiv.org/pdf/1506.01497.pdf
	https://github.com/itsShnik/VisualObjectTracking#the-region-proposal-network
	https://github.com/itsShnik/VisualObjectTracking/blob/master/Images/RPN.png?raw=true
	https://github.com/itsShnik/VisualObjectTracking#some-special-highlights-1
	https://github.com/itsShnik/VisualObjectTracking#conclusion-1
	https://github.com/itsShnik/VisualObjectTracking#advantages
	https://github.com/itsShnik/VisualObjectTracking#dasiamrpn
Distractor-aware Siamese Networks for Visual Object Tracking	https://arxiv.org/abs/1808.06048
	https://github.com/itsShnik/VisualObjectTracking#explanation-2
	https://github.com/itsShnik/VisualObjectTracking#some-special-highlights-2
	https://github.com/itsShnik/VisualObjectTracking#siamrpn-1
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks	https://arxiv.org/abs/1812.11703
	https://github.com/itsShnik/VisualObjectTracking#network-architecture-2
	https://github.com/itsShnik/VisualObjectTracking/blob/master/Images/SiamRPN++.png?raw=true
	https://github.com/itsShnik/VisualObjectTracking#explanation-3
	https://github.com/itsShnik/VisualObjectTracking#some-special-highlights-3
Layer-wise aggregation	https://arxiv.org/abs/1707.06484
	https://github.com/itsShnik/VisualObjectTracking#siammask
Fast Online Object Tracking and Segmentation: A Unifying Approach	https://arxiv.org/abs/1812.05050
	https://github.com/itsShnik/VisualObjectTracking#explanation-4
	https://github.com/itsShnik/VisualObjectTracking#some-special-highlights-4
	https://github.com/itsShnik/VisualObjectTracking#advantages-1
	https://github.com/itsShnik/VisualObjectTracking#network-architecture-3
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	https://github.com/itsShnik/VisualObjectTracking#non-siamese-networks
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ATOM: Accurate Tracking by Overlap Maximization	https://arxiv.org/abs/1811.07628
	https://github.com/itsShnik/VisualObjectTracking#network-architecture-4
	https://github.com/itsShnik/VisualObjectTracking/blob/master/Images/atom.png?raw=true
	https://github.com/itsShnik/VisualObjectTracking#reinforcement-learning-based-approaches
	https://github.com/itsShnik/VisualObjectTracking#action-driven-approach
Action-Driven Visual Object Tracking With Deep Reinforcement Learning	https://ieeexplore.ieee.org/document/8306309
	https://github.com/itsShnik/VisualObjectTracking#research-areas-to-work-on-in-visual-object-tracking
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Please reload this page	https://github.com/itsShnik/VisualObjectTracking
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