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 351–360 of 525 papers

Title	Date	Tasks	Status
Visual Object Tracking in First Person Vision	Sep 27, 2022	Human-Object Interaction DetectionObject	—Unverified
Visual object tracking performance measures revisited	Feb 20, 2015	ObjectObject Tracking	—Unverified
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook	Dec 6, 2021	Object TrackingSurvey	—Unverified
Visual tracking brain computer interface	Nov 21, 2023	Brain Computer Interfacecontinuous-control	—Unverified
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator	Sep 18, 2019	Deep Reinforcement Learningreinforcement-learning	—Unverified
Visual Tracking Using Attention-Modulated Disintegration and Integration	Jun 1, 2016	ObjectVisual Tracking	—Unverified
Visual Tracking using Particle Swarm Optimization	Jan 19, 2014	RetrievalVisual Odometry	—Unverified
Visual Tracking Using Pertinent Patch Selection and Masking	Jun 1, 2014	PositionVisual Tracking	—Unverified
Visual Tracking Using Sparse Coding and Earth Mover's Distance	Apr 6, 2018	Visual Tracking	—Unverified
Visual Tracking via Boolean Map Representations	Oct 30, 2016	Visual 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