SOTAVerified

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 AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 351–375 of 525 papers

TitleStatusHype
SafeDrive: Enhancing Lane Appearance for Autonomous and Assisted Driving Under Limited Visibility—0
Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition—0
Stochastic Channel Decorrelation Network and Its Application to Visual Tracking—0
Fast Dynamic Convolutional Neural Networks for Visual Tracking—0
State-aware Anti-drift Robust Correlation Tracking—0
Tracking Emerges by Colorizing VideosCode0
Learning to Update for Object Tracking with Recurrent Meta-learner—0
Fast Kernelized Correlation Filters without Boundary Effect—0
Correlation Tracking via Robust Region Proposals—0
Robust Structured Multi-task Multi-view Sparse Tracking—0
Synthetic data generation for end-to-end thermal infrared tracking—0
Learning to track on-the-fly using a particle filter with annealed- weighted QPSO modeled after a singular Dirac delta potential—0
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual TrackingCode0
SINT++: Robust Visual Tracking via Adversarial Positive Instance Generation—0
Multi-Cue Correlation Filters for Robust Visual TrackingCode0
High Performance Visual Tracking With Siamese Region Proposal NetworkCode0
Part-based Visual Tracking via Structural Support Correlation FilterCode0
MobiFace: A Novel Dataset for Mobile Face Tracking in the WildCode0
Measurement-wise Occlusion in Multi-object Tracking—0
Correlation Tracking via Joint Discrimination and Reliability LearningCode0
High Performance Visual Tracking with Circular and Structural Operators—0
A Complementary Tracking Model with Multiple Features—0
Now you see me: evaluating performance in long-term visual tracking—0
Temporal Coherent and Graph Optimized Manifold Ranking for Visual Tracking—0
VITAL: VIsual Tracking via Adversarial Learning—0
Show:102550
← PrevPage 15 of 21Next →
All datasetsTNL2KDAVISKineticsKubricRGB-StackingLaSOTOTB-100OTB-2013Second dialogue state tracking challengeTrackingNet

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ARTrack-LAUC60.3—Unverified
2UNINEXT-HAUC59.3—Unverified
3JointNLTAUC56.9—Unverified
4OSTrackAUC55.9—Unverified
5TransTAUC50.7—Unverified
6AdaSwitcherAUC42—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard61.3—Unverified
2TAPIR (MOVi-E)Average Jaccard59.8—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard57.2—Unverified
2TAPIR (MOVi-E)Average Jaccard57.1—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard84.7—Unverified
2TAPIR (MOVi-E)Average Jaccard84.3—Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (MOVi-E)Average Jaccard66.2—Unverified
2TAPIR (Panning MOVi-E)Average Jaccard62.7—Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LAUC71.1—Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.66—Unverified
#ModelMetricClaimedVerifiedStatus
1MDNetScore0.64—Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LACCURACY0.85—Unverified