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 441–450 of 525 papers

Title	Date	Tasks	Status
Attentional Correlation Filter Network for Adaptive Visual Tracking	Jul 21, 2017	Computational EfficiencyVisual Object Tracking	CodeCode Available
Multiview Supervision By Registration	Nov 27, 2018	3D ReconstructionKeypoint Detection	CodeCode Available
Multi-Cue Correlation Filters for Robust Visual Tracking	Jun 1, 2018	CPUVisual Tracking	CodeCode Available
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search	Jul 2, 2021	Neural Architecture SearchSemantic Segmentation	CodeCode Available
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking	Jul 7, 2024	Visual Tracking	CodeCode Available
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning	May 30, 2022	Collaborative FilteringGraph Classification	CodeCode Available
Visual Tracking via Adaptive Spatially-Regularized Correlation Filters	Jun 1, 2019	Visual Tracking	CodeCode Available
Efficient reinforcement learning control for continuum robots based on Inexplicit Prior Knowledge	Feb 26, 2020	reinforcement-learningReinforcement Learning	CodeCode Available
Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric Simulator	Mar 8, 2024	MambaObject Tracking	CodeCode Available
ATOM: Accurate Tracking by Overlap Maximization	Nov 19, 2018	General ClassificationObject Tracking	CodeCode Available

Show:10 25 50

← PrevPage 45 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