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
mID: Tracking and Identifying People with Millimeter Wave Radar	May 29, 2019	RF-based Visual TrackingVisual Tracking	—Unverified
Learning Robotic Manipulation through Visual Planning and Acting	May 11, 2019	Visual Tracking	—Unverified
Learning Cascaded Siamese Networks for High Performance Visual Tracking	May 8, 2019	ClassificationGeneral Classification	—Unverified
BIT: Biologically Inspired Tracker	Apr 23, 2019	Visual Tracking	CodeCode Available
Siamese Attentional Keypoint Network for High Performance Visual Tracking	Apr 23, 2019	Visual TrackingVocal Bursts Intensity Prediction	—Unverified
VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature Points	Apr 23, 2019	3D geometryComputational Efficiency	CodeCode Available
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching	Apr 15, 2019	Template MatchingVisual Tracking	—Unverified
Learning Discriminative Model Prediction for Tracking	Apr 15, 2019	modelObject Tracking	CodeCode Available
Prediction-Tracking-Segmentation	Apr 5, 2019	PredictionSegmentation	—Unverified
Generic Multiview Visual Tracking	Apr 4, 2019	Camera CalibrationTrajectory Prediction	—Unverified

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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