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 91–100 of 525 papers

Title	Date	Tasks	Status	Hype
TAPIR: Tracking Any Point with per-frame Initialization and temporal Refinement	Jun 14, 2023	GPUMotion Estimation	CodeCode Available	3
Cross-Drone Transformer Network for Robust Single Object Tracking	Jun 5, 2023	ObjectObject Tracking	CodeCode Available	1
Estimation of control area in badminton doubles with pose information from top and back view drone videos	May 7, 2023	Visual Tracking	CodeCode Available	0
Tracking through Containers and Occluders in the Wild	May 4, 2023	Visual Tracking	CodeCode Available	1
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking	Apr 27, 2023	DecoderObject	CodeCode Available	1
ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data	Mar 24, 2023	3D geometryVisual Tracking	CodeCode Available	1
SiamTHN: Siamese Target Highlight Network for Visual Tracking	Mar 22, 2023	Object Trackingregression	—Unverified	0
Joint Visual Grounding and Tracking with Natural Language Specification	Mar 21, 2023	Visual GroundingVisual Tracking	CodeCode Available	1
Tracker Meets Night: A Transformer Enhancer for UAV Tracking	Mar 20, 2023	BlockingObject Tracking	CodeCode Available	1
Universal Instance Perception as Object Discovery and Retrieval	Mar 12, 2023	Described Object DetectionGeneralized Referring Expression Comprehension	CodeCode Available	3

Show:10 25 50

← PrevPage 10 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