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

Showing 401450 of 525 papers

TitleStatusHype
Pedestrian Tracking with Monocular Camera using Unconstrained 3D Motion Model0
PG-Net: Pixel to Global Matching Network for Visual Tracking0
Predicting Road Surface Anomalies by Visual Tracking of a Preceding Vehicle0
Prediction-Tracking-Segmentation0
Probabilistic Regression for Visual Tracking0
Progressive Multi-Stage Learning for Discriminative Tracking0
Progressive Unsupervised Learning for Visual Object Tracking0
Pyramid-based Visual Tracking Using Sparsity Represented Mean Transform0
Real-time 3D Human Tracking for Mobile Robots with Multisensors0
Real-time 'Actor-Critic' Tracking0
Real-time face swapping as a tool for understanding infant self-recognition0
Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters0
Real-Time Visual Object Tracking via Few-Shot Learning0
Real-Time Visual Tracking and Identification for a Team of Homogeneous Humanoid Robots0
Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning0
ReconNet: Non-Iterative Reconstruction of Images From Compressively Sensed Measurements0
Recurrently Target-Attending Tracking0
Region-filtering Correlation Tracking0
Relaxed Multiple-Instance SVM with Application to Object Discovery0
Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches0
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss0
Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation0
Robust Correlation Tracking via Multi-channel Fused Features and Reliable Response Map0
Robust Object Tracking Based on Temporal and Spatial Deep Networks0
Robust Online Multi-target Visual Tracking using a HISP Filter with Discriminative Deep Appearance Learning0
Robust Structured Group Local Sparse Tracker Using Deep Features0
Robust Structured Multi-task Multi-view Sparse Tracking0
Robust Tracking Using Region Proposal Networks0
Robust Visual Object Tracking with Two-Stream Residual Convolutional Networks0
Robust Visual Tracking by Motion Analyzing0
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching0
Robust Visual Tracking Using Dynamic Classifier Selection with Sparse Representation of Label Noise0
Robust Visual Tracking via Convolutional Networks0
Robust Visual Tracking via Implicit Low-Rank Constraints and Structural Color Histograms0
Robust Visual Tracking via Inverse Nonnegative Matrix Factorization0
Multi-hierarchical Independent Correlation Filters for Visual TrackingCode0
Video Annotation for Visual Tracking via Selection and RefinementCode0
Estimation of control area in badminton doubles with pose information from top and back view drone videosCode0
ROI Pooled Correlation Filters for Visual TrackingCode0
Efficient Visual Tracking with Exemplar TransformersCode0
Attentional Correlation Filter Network for Adaptive Visual TrackingCode0
Multiview Supervision By RegistrationCode0
Multi-Cue Correlation Filters for Robust Visual TrackingCode0
CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture SearchCode0
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV TrackingCode0
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity LearningCode0
Visual Tracking via Adaptive Spatially-Regularized Correlation FiltersCode0
Efficient reinforcement learning control for continuum robots based on Inexplicit Prior KnowledgeCode0
Motion-Guided Dual-Camera Tracker for Endoscope Tracking and Motion Analysis in a Mechanical Gastric SimulatorCode0
ATOM: Accurate Tracking by Overlap MaximizationCode0
Show:102550
← PrevPage 9 of 11Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ARTrack-LAUC60.3Unverified
2UNINEXT-HAUC59.3Unverified
3JointNLTAUC56.9Unverified
4OSTrackAUC55.9Unverified
5TransTAUC50.7Unverified
6AdaSwitcherAUC42Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard61.3Unverified
2TAPIR (MOVi-E)Average Jaccard59.8Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard57.2Unverified
2TAPIR (MOVi-E)Average Jaccard57.1Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (Panning MOVi-E)Average Jaccard84.7Unverified
2TAPIR (MOVi-E)Average Jaccard84.3Unverified
#ModelMetricClaimedVerifiedStatus
1TAPIR (MOVi-E)Average Jaccard66.2Unverified
2TAPIR (Panning MOVi-E)Average Jaccard62.7Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LAUC71.1Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SiamFC-lu (Ours)AUC0.66Unverified
#ModelMetricClaimedVerifiedStatus
1MDNetScore0.64Unverified
#ModelMetricClaimedVerifiedStatus
1TATrack-LACCURACY0.85Unverified