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 401–410 of 525 papers

Title	Date	Tasks	Status
Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition	Jul 3, 2018	Activity RecognitionVisual Tracking	—Unverified
BASE: Probably a Better Approach to Multi-Object Tracking	Sep 21, 2023	Multi-Object TrackingObject	—Unverified
SiamTHN: Siamese Target Highlight Network for Visual Tracking	Mar 22, 2023	Object Trackingregression	—Unverified
Visual Tracking via Boolean Map Representations	Oct 30, 2016	Visual Tracking	—Unverified
AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility	Aug 14, 2022	Object TrackingVisual Object Tracking	—Unverified
Single Object Tracking Research: A Survey	Apr 25, 2022	Objectobject-detection	—Unverified
Autoregressive Sequential Pretraining for Visual Tracking	Jan 1, 2025	ObjectObject Tracking	—Unverified
SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation	Jun 1, 2018	Deep Reinforcement LearningObject	—Unverified
Visual Tracking via Dynamic Graph Learning	Oct 4, 2017	Graph LearningObject	—Unverified
SOWP: Spatially Ordered and Weighted Patch Descriptor for Visual Tracking	Dec 1, 2015	ObjectVisual Tracking	—Unverified

Show:10 25 50

← PrevPage 41 of 53Next →

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