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 301–310 of 525 papers

Title	Date	Tasks	Status
Single Object Tracking Research: A Survey	Apr 25, 2022	Objectobject-detection	—Unverified
SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation	Jun 1, 2018	Deep Reinforcement LearningObject	—Unverified
SOWP: Spatially Ordered and Weighted Patch Descriptor for Visual Tracking	Dec 1, 2015	ObjectVisual Tracking	—Unverified
Sparse2Dense: From direct sparse odometry to dense 3D reconstruction	Mar 21, 2019	3D ReconstructionDepth Estimation	—Unverified
Sparse Coding and Counting for Robust Visual Tracking	May 28, 2016	Visual Tracking	—Unverified
Sparse vs. Non-sparse: Which One Is Better for Practical Visual Tracking?	Jul 30, 2016	Visual Tracking	—Unverified
Spatio-Temporal Matching for Siamese Visual Tracking	May 6, 2021	Object TrackingVisual Tracking	—Unverified
SPiKeS: Superpixel-Keypoints Structure for Robust Visual Tracking	Oct 23, 2016	SuperpixelsVisual Tracking	—Unverified
Staged Depthwise Correlation and Feature Fusion for Siamese Object Tracking	Oct 15, 2023	Object TrackingVisual Tracking	—Unverified
State-aware Anti-drift Robust Correlation Tracking	Jun 28, 2018	Visual Tracking	—Unverified

Show:10 25 50

← PrevPage 31 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