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 371–380 of 525 papers

Title	Date	Tasks	Status
VLM Can Be a Good Assistant: Enhancing Embodied Visual Tracking with Self-Improving Vision-Language Models	May 27, 2025	Spatial ReasoningVisual Tracking	—Unverified
Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition	Jul 3, 2018	Activity RecognitionVisual Tracking	—Unverified
Multiple Feature Fusion via Weighted Entropy for Visual Tracking	Dec 1, 2015	ObjectObject Tracking	—Unverified
Multiple Instance Filtering	Dec 1, 2011	Multiple Instance LearningVisual Tracking	—Unverified
Multi-Task Correlation Particle Filter for Robust Object Tracking	Jul 1, 2017	ObjectObject Tracking	—Unverified
Multi-task Learning for Joint Re-identification, Team Affiliation, and Role Classification for Sports Visual Tracking	Jan 18, 2024	Multi-Task LearningVisual Tracking	—Unverified
Multivariate Uncertainty in Deep Learning	Oct 31, 2019	Autonomous VehiclesDeep Learning	—Unverified
Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps	Feb 22, 2018	ObjectObject Tracking	—Unverified
Now you see me: evaluating performance in long-term visual tracking	Apr 19, 2018	BenchmarkingVisual Tracking	—Unverified
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation	Feb 7, 2020	Computational EfficiencyData Augmentation	—Unverified

Show:10 25 50

← PrevPage 38 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