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 501–510 of 525 papers

Title	Date	Tasks	Status
Robust Visual Tracking via Convolutional Networks	Jan 19, 2015	Visual Tracking	—Unverified
Adaptive Objectness for Object Tracking	Jan 5, 2015	ObjectObject Tracking	—Unverified
Multi-Cue Visual Tracking Using Robust Feature-Level Fusion Based on Joint Sparse Representation	Jun 1, 2014	Visual Tracking	—Unverified
Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform	Jun 1, 2014	Visual Tracking	—Unverified
Visual Tracking Using Pertinent Patch Selection and Masking	Jun 1, 2014	PositionVisual Tracking	—Unverified
Interval Tracker: Tracking by Interval Analysis	Jun 1, 2014	Visual Tracking	—Unverified
Partial Occlusion Handling for Visual Tracking via Robust Part Matching	Jun 1, 2014	Occlusion HandlingSparse Learning	—Unverified
Adaptive Color Attributes for Real-Time Visual Tracking	Jun 1, 2014	AttributeImage Description	—Unverified
Visual Tracking via Probability Continuous Outlier Model	Jun 1, 2014	modelVisual Tracking	—Unverified
Object Tracking via Non-Euclidean Geometry: A Grassmann Approach	Mar 3, 2014	ObjectObject 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