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 301–350 of 525 papers

TitleStatusHype
Once for All: a Two-flow Convolutional Neural Network for Visual Tracking—0
One-Shot Adversarial Attacks on Visual Tracking With Dual Attention—0
Online Decision Based Visual Tracking via Reinforcement Learning—0
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking—0
Online Metric-Weighted Linear Representations for Robust Visual Tracking—0
Cross-Attention Guided Network for Visual Tracking—0
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network—0
Online Unsupervised Feature Learning for Visual Tracking—0
Online Visual Tracking with One-Shot Context-Aware Domain Adaptation—0
On the connections between saliency and tracking—0
Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking—0
Variational Inference and Learning of Piecewise-linear Dynamical Systems—0
Part-Based Visual Tracking with Online Latent Structural Learning—0
Partial Occlusion Handling for Visual Tracking via Robust Part Matching—0
Particle filter re-detection for visual tracking via correlation filters—0
Patch-based adaptive weighting with segmentation and scale (PAWSS) for visual tracking—0
Patchwise object tracking via structural local sparse appearance model—0
Pedestrian Tracking with Monocular Camera using Unconstrained 3D Motion Model—0
PG-Net: Pixel to Global Matching Network for Visual Tracking—0
Predicting Road Surface Anomalies by Visual Tracking of a Preceding Vehicle—0
Prediction-Tracking-Segmentation—0
Self-Supervised Tracking via Target-Aware Data Synthesis—0
A Causal And-Or Graph Model for Visibility Fluent Reasoning in Tracking Interacting Objects—0
Progressive Multi-Stage Learning for Discriminative Tracking—0
Progressive Unsupervised Learning for Visual Object Tracking—0
CREST: Convolutional Residual Learning for Visual Tracking—0
Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform—0
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking—0
Counterfactual Reasoning about Intent for Interactive Navigation in Dynamic Environments—0
Learning Cascaded Siamese Networks for High Performance Visual Tracking—0
Real-time 3D Human Tracking for Mobile Robots with Multisensors—0
Real-time 'Actor-Critic' Tracking—0
Kalman Filters and Homography: Utilizing the Matrix A—0
Real-time face swapping as a tool for understanding infant self-recognition—0
Correlation Tracking via Robust Region Proposals—0
Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters—0
VideoTrack: Learning To Track Objects via Video Transformer—0
Real-Time Visual Object Tracking via Few-Shot Learning—0
Real-Time Visual Tracking and Identification for a Team of Homogeneous Humanoid Robots—0
3D Visual Tracking Framework with Deep Learning for Asteroid Exploration—0
Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning—0
Visual motion processing and human tracking behavior—0
Visual Object Tracking in First Person Vision—0
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements—0
Visual object tracking performance measures revisited—0
Recurrently Target-Attending Tracking—0
Correlation-Guided Attention for Corner Detection Based Visual Tracking—0
Region-filtering Correlation Tracking—0
Relaxed Multiple-Instance SVM with Application to Object Discovery—0
Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches—0
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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