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 471–480 of 525 papers

Title	Date	Tasks	Status
Siam R-CNN: Visual Tracking by Re-Detection	Nov 28, 2019	Objectobject-detection	CodeCode Available
Integrating Boundary and Center Correlation Filters for Visual Tracking with Aspect Ratio Variation	Oct 5, 2017	Visual Tracking	CodeCode Available
Adaptively Bypassing Vision Transformer Blocks for Efficient Visual Tracking	Jun 12, 2024	Visual Tracking	CodeCode Available
SiamVGG: Visual Tracking using Deeper Siamese Networks	Feb 7, 2019	Object TrackingVisual Object Tracking	CodeCode Available
Learning Discriminative Model Prediction for Tracking	Apr 15, 2019	modelObject Tracking	CodeCode Available
High Performance Visual Tracking With Siamese Region Proposal Network	Jun 1, 2018	Object TrackingRegion Proposal	CodeCode Available
BIT: Biologically Inspired Tracker	Apr 23, 2019	Visual Tracking	CodeCode Available
Graph Convolutional Tracking	Jun 1, 2019	Visual Tracking	CodeCode Available
Long-Term Visual Object Tracking Benchmark	Dec 4, 2017	ObjectObject Tracking	CodeCode Available
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression	Aug 10, 2020	CPUReal-Time Visual Tracking	CodeCode Available

Show:10 25 50

← PrevPage 48 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