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 301350 of 525 papers

TitleStatusHype
Multi-Adapter RGBT Tracking0
Visual Tracking via Dynamic Memory Networks0
Learning Feature Embeddings for Discriminant Model based Tracking0
Hallucinated Adversarial Learning for Robust Visual Tracking0
Graph Convolutional TrackingCode0
Visual Tracking via Adaptive Spatially-Regularized Correlation FiltersCode0
mID: Tracking and Identifying People with Millimeter Wave Radar0
Learning Robotic Manipulation through Visual Planning and Acting0
Learning Cascaded Siamese Networks for High Performance Visual Tracking0
Siamese Attentional Keypoint Network for High Performance Visual Tracking0
BIT: Biologically Inspired TrackerCode0
VITAMIN-E: VIsual Tracking And MappINg with Extremely Dense Feature PointsCode0
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching0
Learning Discriminative Model Prediction for TrackingCode0
Prediction-Tracking-Segmentation0
Generic Multiview Visual Tracking0
Target-Aware Deep Tracking0
Sparse2Dense: From direct sparse odometry to dense 3D reconstruction0
Robust Visual Tracking Using Dynamic Classifier Selection with Sparse Representation of Label Noise0
How Effectively Can Indoor Wireless Positioning Relieve Visual Tracking Pains: A Camera-Rao Bound Viewpoint0
TCDCaps: Visual Tracking via Cascaded Dense Capsules0
Robust Structured Group Local Sparse Tracker Using Deep Features0
Structured Group Local Sparse Tracker0
SiamVGG: Visual Tracking using Deeper Siamese NetworksCode0
End-to-end feature fusion siamese network for adaptive visual tracking0
Saliency Guided Hierarchical Robust Visual Tracking0
Shallow Cue Guided Deep Visual Tracking via Mixed Models0
Unified Graph based Multi-Cue Feature Fusion for Robust Visual Tracking0
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking0
Multiview Supervision By RegistrationCode0
Multi-hierarchical Independent Correlation Filters for Visual TrackingCode0
FANet: Quality-Aware Feature Aggregation Network for Robust RGB-T Tracking0
ATOM: Accurate Tracking by Overlap MaximizationCode0
Robust Visual Tracking using Multi-Frame Multi-Feature Joint ModelingCode0
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning0
DSNet: Deep and Shallow Feature Learning for Efficient Visual Tracking0
Real-Time Visual Tracking and Identification for a Team of Homogeneous Humanoid Robots0
Efficient Multi-level Correlating for Visual Tracking0
FPGA-based Acceleration System for Visual Tracking0
3D model silhouette-based tracking in depth images for puppet suit dynamic video-mapping0
Deep Attentive Tracking via Reciprocative Learning0
Variational Bayesian Inference for Audio-Visual Tracking of Multiple Speakers0
Adversarial Feature Sampling Learning for Efficient Visual Tracking0
Learning regression and verification networks for long-term visual trackingCode0
Visual Tracking via Spatially Aligned Correlation Filters Network0
Structured Siamese Network for Real-Time Visual Tracking0
Real-time 'Actor-Critic' Tracking0
Deep Reinforcement Learning with Iterative Shift for Visual Tracking0
Distractor-aware Siamese Networks for Visual Object TrackingCode0
Deep Learning-Based Multiple Object Visual Tracking on Embedded System for IoT and Mobile Edge Computing Applications0
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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