TransTrack: Multiple Object Tracking with Transformer(paper) (code)
TransCenter: Transformers with Dense Queries for Multiple-Object Tracking(paper) (code)
Global Tracking Transformers(paper) (code)
TrackFormer: Multi-Object Tracking with Transformers(paper) (code)
MeMOT: Multi-Object Tracking with Memory(paper)
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse Motion(paper) (code)
SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos(paper)
Learning of Global Objective for Network Flow in Multi-Object Tracking(paper)
TR-MOT: Multi-Object Tracking by Reference(paper)
MOTR: End-to-End Multiple-Object Tracking with Transformer(paper) (code))
Looking Beyond Two Frames: End-to-End Multi-Object Tracking Using Spatial and Temporal Transformers(paper) [(code)])
TransMOT: Spatial-Temporal Graph Transformer for MOT(paper)
Multiple Object Tracking with Correlation Learning (paper)
Online Multiple Object Tracking with Cross-Task Synergy (paper) (code)
Track to Detect and Segment: An Online Multi-Object Tracker (paper) (code)
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking (paper) (code)
Learning a Proposal Classifier for Multiple Object Tracking (paper) (code)
Learnable Graph Matching: Incorporating Graph Partitioning with Deep Feature Learning for Multiple Object Tracking (paper) (code)
SiamMOT: Siamese Multi-Object Tracking (paper) (code)
DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Tracking (paper) (code)
Quasi-Dense Similarity Learning for Multiple Object Tracking (paper) (code)
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking (paper) (code)
GMOT-40: A Benchmark for Generic Multiple Object Tracking (paper) (code)
Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy (paper) (code)
Improving Multiple Object Tracking with Single Object Tracking (paper)
Seeing Behind Objects for 3D Multi-Object Tracking in RGB-D Sequences (paper)
Exploring Simple 3D Multi-Object Tracking for Autonomous Driving (paper) (code)
Assignment-Space-Based Multi-Object Tracking and Segmentation (paper)
Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation (paper) (code)
Enhancing the Association in Multi-Object Tracking via Neighbor Graph (paper)
GNN3DMOT: Graph Neural Network for 3D Multi-Object Tracking With 2D-3D Multi-Feature Learning (paper)
MPNTracker：Learning a Neural Solver for Multiple Object Tracking.(paper) (coda)
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking (paper) (code)
SQE: a Self Quality Evaluation Metric for Parameters Optimization in Multi-Object Tracking (paper)
RetinaTrack: Online Single Stage Joint Detection and Tracking (paper) （解读）（车辆跟踪）
MAST: A Memory-Augmented Self-Supervised Tracker （paper）
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking (paper) (code)
Segment as Points for Efficient Online Multi-Object Tracking and Segmentation (paper) (code) 以点来分割，实现高效的在线多目标跟踪和分割
CenterTrack：Tracking Objects as Points. paper. code
Towards Real-Time Multi-Object Tracking (paper) (code)
Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking (paper) (code)
Ocean: Object-aware Anchor-free Tracking( Anchor-free跟踪 ) (paper) (code)
Complementary-View Multiple Human Tracking Complementary-View Multiple Human Tracking paper
FairMOT：A Simple Baseline for Multi-Object Tracking. paper. code
DeepMOT: A Differentiable Framework for Training Multiple Object Trackers【CVPR】. paper. code
How to Train Your Deep Multi-Object Tracker (paper) (code)
MOTS ：Multi-Object Tracking and Segmentation.【CVPR】 paper code
LSST：Multi-object tracking with multiple cues and switcher-aware classification.【arXiv(2019) 】paper.
FMA : Frame-wise Motion and Appearance for Real-time Multiple Object Tracking.pape|
Robust Multi-Modality Multi-Object Tracking (paper)
mmMOT：Robust Multi-Modality Multi-Object Tracking.【ICCV】paper code
FAMNet：Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking.【ICCV】paper
Tracktor：Tracking without bells and whistles.【ICCV】paper code
JDE：Towards Real-Time Multi-Object Tracking.【ICCV】 paper. code
STRN : Spatial-Temporal Relation Networks for Multi-Object Tracking.【ICCV】 paper. code
Learning Non-Uniform Hypergraph for Multi-Object Tracking (paper)
TNT：Exploit the Connectivity: Multi-Object Tracking with TrackletNet.paper
Features for Multi-Target Multi-Camera Tracking and Re-Identification.(IEEE) paper
DAN(SST)： Deep Affinity Network for Multiple Object Tracking, 13(9), 1–15. (IEEE) paper coda
MOTDT： Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification.(ICME) paper coda
Online Multi-Object Tracking with Dual Matching Attention Networks (paper)
Collaborative Deep Reinforcement Learning for Multi-Object Tracking (paper)
Multi-object Tracking with Neural Gating Using Bilinear LSTM [(paper)](Multi-object Tracking with Neural Gating Using Bilinear LSTM)
DAN：Deep affinity network for multiple object tracking.paper
DeepSORT： Simple Online and Realtime Tracking with a Deep Association Metric.【 ICIP】paper code
STAM：Online Multi-object Tracking Using CNN-Based Single Object Tracker with Spatial-Temporal Attention Mechanism.【ICCV】 paper