Multiple Object Tracking

Multiple Object Tracking is the problem of automatically identifying multiple objects in a video and representing them as a set of trajectories with high accuracy.

Source: SOT for MOT

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 176–200 of 318 papers

Title	Date	Tasks	Status
Estimating Dynamic Flow Features in Groups of Tracked Objects	Aug 29, 2024	Multiple Object TrackingObject Tracking	—Unverified
Explaining human multiple object tracking as resource-constrained approximate inference in a dynamic probabilistic model	Dec 1, 2009	Multiple Object TrackingObject	—Unverified
Exploiting Temporal Relations on Radar Perception for Autonomous Driving	Apr 3, 2022	2D Object DetectionAutonomous Driving	—Unverified
MambaMOT: State-Space Model as Motion Predictor for Multi-Object Tracking	Mar 16, 2024	motion predictionMulti-Object Tracking	—Unverified
Extended Object Tracking Using Sets Of Trajectories with a PHD Filter	Sep 2, 2021	Multiple Object TrackingObject	—Unverified
FACT: Feature Adaptive Continual-learning Tracker for Multiple Object Tracking	Sep 12, 2024	Continual LearningMultiple Object Tracking	—Unverified
FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking	Apr 10, 2019	ManagementMultiple Object Tracking	—Unverified
FeatureSORT: Essential Features for Effective Tracking	Jul 5, 2024	Multi-Object TrackingMultiple Object Tracking	—Unverified
Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation	Feb 28, 2023	Multi-Object TrackingMultiple Object Tracking	—Unverified
FollowMe: Efficient Online Min-Cost Flow Tracking with Bounded Memory and Computation	Jul 23, 2014	Multiple Object Tracking	—Unverified
FOLT: Fast Multiple Object Tracking from UAV-captured Videos Based on Optical Flow	Aug 14, 2023	motion predictionMultiple Object Tracking	—Unverified
Forensic Video Analytic Software	Sep 17, 2023	Activity RecognitionAnomaly Detection	—Unverified
Frame-wise Motion and Appearance for Real-time Multiple Object Tracking	May 6, 2019	Multiple Object TrackingObject	—Unverified
GAKP: GRU Association and Kalman Prediction for Multiple Object Tracking	Dec 28, 2020	Multiple Object TrackingObject Tracking	—Unverified
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation	Dec 3, 2022	Domain GeneralizationMulti-Object Tracking	—Unverified
GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking	Jun 1, 2015	Multiple Object TrackingObject Tracking	—Unverified
GSLAMOT: A Tracklet and Query Graph-based Simultaneous Locating, Mapping, and Multiple Object Tracking System	Aug 17, 2024	Multiple Object TrackingObject	—Unverified
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads	Apr 16, 2023	Multiple Object Trackingobject-detection	—Unverified
IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency	Jun 24, 2020	Multi-Object TrackingMultiple Object Tracking	—Unverified
Improving Multiple Object Tracking with Optical Flow and Edge Preprocessing	Jan 29, 2018	Multiple Object Trackingobject-detection	—Unverified
Improving Multiple Object Tracking With Single Object Tracking	Jun 19, 2021	Multiple Object TrackingObject	—Unverified
Deep Similarity Metric Learning for Real-Time Pedestrian Tracking	Jun 20, 2018	Metric LearningMultiple Object Tracking	—Unverified
Improving tracking with a tracklet associator	Apr 22, 2022	Multiple Object TrackingObject Tracking	—Unverified
Inference for multiple object tracking: A Bayesian nonparametric approach	Sep 16, 2019	Multi-Object TrackingMultiple Object Tracking	—Unverified
Instance Flow Based Online Multiple Object Tracking	Mar 3, 2017	Multiple Object TrackingObject	—Unverified

Show:10 25 50

← PrevPage 8 of 13Next →

All datasets KITTI Test (Online Methods)BDD100K val BDD100K test CroHD SportsMOT KITTI Test (Offline Methods)RADIATE Waymo Open Dataset GMOT-40 UA-DETRAC YouTube-Hands

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SRK ODESA	MOTA	90.03	—	Unverified
2	MOSTFusion	MOTA	84.83	—	Unverified
3	mmMOT-normal	MOTA	84.77	—	Unverified
4	3DT	MOTA	84.52	—	Unverified
5	Mono3DT	MOTA	84.52	—	Unverified
6	RRC-IIITH	MOTA	84.24	—	Unverified
7	RobMOT (Dynamic)	HOTA	81.8	—	Unverified
8	RobMOT	HOTA	81.76	—	Unverified
9	MCTrack	HOTA	81.07	—	Unverified
10	KFDL	HOTA	81.06	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ByteTrack	mMOTA	45.5	—	Unverified
2	UNINEXT-H	mMOTA	44.2	—	Unverified
3	MOTRv2	mMOTA	43.6	—	Unverified
4	QDTrack	mMOTA	42.1	—	Unverified
5	ContrasTR	mMOTA	41.7	—	Unverified
6	Unicorn	mMOTA	41.2	—	Unverified
7	TETer	mMOTA	39.1	—	Unverified
8	QDTrack	mMOTA	36.6	—	Unverified
9	Adaptive-searching -windows Tracker	mMOTA	34.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	ContrasTR	mMOTA	42.8	—	Unverified
2	SUSHI	mMOTA	40.2	—	Unverified
3	ByteTrack	mMOTA	40.1	—	Unverified
4	QDtrack	mMOTA	35.6	—	Unverified
5	Yu et al.	mMOTA	26.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PP-Tracking	MOTA	72.6	—	Unverified
2	OC-SORT	MOTA	67.9	—	Unverified
3	HeadHunter-T	MOTA	63.6	—	Unverified
4	Tracktor	MOTA	58.9	—	Unverified
5	SORT	MOTA	46.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MOTIP (Deformable DETR, with SportsMOT val)	HOTA	75.2	—	Unverified
2	TrackSSM	HOTA	74.4	—	Unverified
3	MOTIP (Deformable DETR)	HOTA	71.9	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MCTrack	HOTA	82.75	—	Unverified
2	BiTrack	HOTA	82.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SIRA	MOTA	47.79	—	Unverified
2	TempoRadar	MOTA	37.91	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	QDTrack	MOTA	55.6	—	Unverified
2	RetinaTrack	MOTA	44.92	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MAC-SORT	HOTA	58.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EB & TADN	MOTA	23.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	HandLer	MOTA	70	—	Unverified