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 121–130 of 525 papers

Title	Date	Tasks	Status	Score
Multiview Supervision By Registration	Nov 27, 2018	3D ReconstructionKeypoint Detection	CodeCode Available	5
Multi-hierarchical Independent Correlation Filters for Visual Tracking	Nov 26, 2018	Motion EstimationObject Tracking	CodeCode Available	5
Part-based Visual Tracking via Structural Support Correlation Filter	May 25, 2018	Visual Tracking	CodeCode Available	5
Real-Time Salient Closed Boundary Tracking via Line Segments Perceptual Grouping	Apr 30, 2017	Line DetectionVisual Tracking	CodeCode Available	5
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression	Aug 10, 2020	CPUReal-Time Visual Tracking	CodeCode Available	5
Camouflaged Object Tracking: A Benchmark	Aug 25, 2024	ObjectObject Tracking	CodeCode Available	5
MLVSNet: Multi-Level Voting Siamese Network for 3D Visual Tracking	Jan 1, 2021	3D Object Detectionobject-detection	CodeCode Available	5
Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking	Aug 12, 2016	Object TrackingPoint Tracking	CodeCode Available	5
MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild	May 24, 2018	Face DetectionObject Tracking	CodeCode Available	5
Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning	Jul 1, 2017	Deep Reinforcement LearningGPU	CodeCode Available	5

Show:10 25 50

← PrevPage 13 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