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 171–180 of 525 papers

Title	Date	Tasks	Status	Score
Learning the Model Update for Siamese Trackers	Aug 2, 2019	modelVisual Tracking	CodeCode Available	5
Estimation of control area in badminton doubles with pose information from top and back view drone videos	May 7, 2023	Visual Tracking	CodeCode Available	5
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking	Oct 27, 2015	Binary ClassificationGeneral Classification	CodeCode Available	5
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking	Jul 7, 2024	Visual Tracking	CodeCode Available	5
Learning regression and verification networks for long-term visual tracking	Sep 12, 2018	General ClassificationObject	CodeCode Available	5
A Universal Update-pacing Framework For Visual Tracking	Mar 1, 2016	Visual Tracking	CodeCode Available	5
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking	Jul 30, 2018	Benchmarkingfeature selection	CodeCode Available	5
Real-Time Salient Closed Boundary Tracking via Line Segments Perceptual Grouping	Apr 30, 2017	Line DetectionVisual Tracking	CodeCode Available	5
Efficient Visual Tracking with Exemplar Transformers	Dec 17, 2021	CPUObject Tracking	CodeCode Available	5
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking	Jun 1, 2018	Object TrackingRepresentation Learning	CodeCode Available	5

Show:10 25 50

← PrevPage 18 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