Visual Tracking

Visual Tracking is an essential and actively researched problem in the field of computer vision with various real-world applications such as robotic services, smart surveillance systems, autonomous driving, and human-computer interaction. It refers to the automatic estimation of the trajectory of an arbitrary target object, usually specified by a bounding box in the first frame, as it moves around in subsequent video frames.

Source: Learning Reinforced Attentional Representation for End-to-End Visual Tracking

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 461–470 of 525 papers

Title	Date	Tasks	Status
Visual Tracking Using Attention-Modulated Disintegration and Integration	Jun 1, 2016	ObjectVisual Tracking	—Unverified
Sparse Coding and Counting for Robust Visual Tracking	May 28, 2016	Visual Tracking	—Unverified
Deformable Parts Correlation Filters for Robust Visual Tracking	May 12, 2016	ObjectObject Localization	—Unverified
Enforcing Template Representability and Temporal Consistency for Adaptive Sparse Tracking	Apr 30, 2016	DescriptiveVisual Tracking	—Unverified
Once for All: a Two-flow Convolutional Neural Network for Visual Tracking	Apr 26, 2016	AllObject	—Unverified
Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle	Apr 14, 2016	Visual Tracking	—Unverified
Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion	Mar 31, 2016	Clusteringspeaker-diarization	—Unverified
Geometric Hypergraph Learning for Visual Tracking	Mar 18, 2016	Visual Tracking	—Unverified
A Universal Update-pacing Framework For Visual Tracking	Mar 1, 2016	Visual Tracking	CodeCode Available
Visual Tracking via Reliable Memories	Feb 4, 2016	ClusteringVisual Tracking	—Unverified

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All datasets TNL2K DAVIS Kinetics Kubric RGB-Stacking LaSOT OTB-100 OTB-2013 Second dialogue state tracking challenge TrackingNet

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	ARTrack-L	AUC	60.3	—	Unverified
2	UNINEXT-H	AUC	59.3	—	Unverified
3	JointNLT	AUC	56.9	—	Unverified
4	OSTrack	AUC	55.9	—	Unverified
5	TransT	AUC	50.7	—	Unverified
6	AdaSwitcher	AUC	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TAPIR (Panning MOVi-E)	Average Jaccard	61.3	—	Unverified
2	TAPIR (MOVi-E)	Average Jaccard	59.8	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TAPIR (Panning MOVi-E)	Average Jaccard	57.2	—	Unverified
2	TAPIR (MOVi-E)	Average Jaccard	57.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TAPIR (Panning MOVi-E)	Average Jaccard	84.7	—	Unverified
2	TAPIR (MOVi-E)	Average Jaccard	84.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TAPIR (MOVi-E)	Average Jaccard	66.2	—	Unverified
2	TAPIR (Panning MOVi-E)	Average Jaccard	62.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TATrack-L	AUC	71.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SiamFC-lu (Ours)	AUC	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SiamFC-lu (Ours)	AUC	0.66	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MDNet	Score	0.64	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	TATrack-L	ACCURACY	0.85	—	Unverified