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Motion-Guided Spatial Perception for Enhanced Multi-Object Tracking: A Hierarchical Framework

https://doi.org/10.2139/ssrn.4504152
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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-030-01264-9_45openalex-extracted
CornerNet: Detecting Objects as Paired Keypoints
inferredcites →https://doi.org/10.1007/978-3-030-58536-5_24openalex-extracted
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
inferredcites →https://doi.org/10.1007/978-3-030-58548-8_28openalex-extracted
Tracking Objects as Points
inferredcites →https://doi.org/10.1007/978-3-030-58548-8_9openalex-extracted
Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking
inferredcites →https://doi.org/10.1007/978-3-030-58621-8_7openalex-extracted
Towards Real-Time Multi-Object Tracking
inferredcites →https://doi.org/10.1007/978-3-031-19812-0_38openalex-extracted
MOTR: End-to-End Multiple-Object Tracking with Transformer
inferredcites →https://doi.org/10.1007/978-3-031-20047-2_1openalex-extracted
ByteTrack: Multi-object Tracking by Associating Every Detection Box
inferredcites →https://doi.org/10.1007/978-3-319-48881-3_2openalex-extracted
Performance Measures and a Data Set for Multi-target, Multi-camera Tracking
inferredcites →https://doi.org/10.1007/s11263-019-01204-1openalex-extracted
CornerNet: Detecting Objects as Paired Keypoints
inferredcites →https://doi.org/10.1007/s11263-021-01513-4openalex-extracted
FairMOT: On the Fairness of Detection and Re-identification in Multiple Object Tracking
inferredcites →https://doi.org/10.1016/j.neucom.2021.12.104openalex-extracted
MAT: Motion-aware multi-object tracking
inferredcites →https://doi.org/10.1016/j.patcog.2022.108738openalex-extracted
An end-to-end identity association network based on geometry refinement for multi-object tracking
inferredcites →https://doi.org/10.1016/j.patcog.2022.108793openalex-extracted
Online multiple object tracking using joint detection and embedding network
inferredcites →https://doi.org/10.1109/cvpr.2018.00255openalex-extracted
Deep Layer Aggregation
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00023openalex-extracted
Quasi-Dense Similarity Learning for Multiple Object Tracking
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00804openalex-extracted
Online Multiple Object Tracking with Cross-Task Synergy
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01357openalex-extracted
DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Tracking
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01410openalex-extracted
Probabilistic Tracklet Scoring and Inpainting for Multiple Object Tracking
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00792openalex-extracted
MeMOT: Multi-Object Tracking with Memory
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00864openalex-extracted
TrackFormer: Multi-Object Tracking with Transformers
inferredcites →https://doi.org/10.1109/cvpr52729.2023.00934openalex-extracted
Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
inferredcites →https://doi.org/10.1109/iccv.2017.324openalex-extracted
Focal Loss for Dense Object Detection
inferredcites →https://doi.org/10.1109/iccv.2019.00103openalex-extracted
Tracking Without Bells and Whistles
inferredcites →https://doi.org/10.1109/icip.2016.7533003openalex-extracted
Simple online and realtime tracking
inferredcites →https://doi.org/10.1109/icip.2017.8296962openalex-extracted
Simple online and realtime tracking with a deep association metric
inferredcites →https://doi.org/10.1109/tip.2020.3013168openalex-extracted
Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering
inferredcites →https://doi.org/10.1109/tmm.2022.3150169openalex-extracted
RelationTrack: Relation-Aware Multiple Object Tracking With Decoupled Representation
inferredcites →https://doi.org/10.1109/tpami.2021.3070562openalex-extracted
Multiple Human Association and Tracking from Egocentric and Complementary Top Views
inferredcites →https://doi.org/10.1109/wacvw54805.2022.00019openalex-extracted
Modelling Ambiguous Assignments for Multi-Person Tracking in Crowds
inferredcites →https://doi.org/10.48550/arxiv.1412.6980openalex-extracted
Adam: A Method for Stochastic Optimization
inferredcites →https://doi.org/10.48550/arxiv.1909.12605openalex-extracted
inferredcites →https://doi.org/10.48550/arxiv.2001.11180openalex-extracted
Multiple Object Tracking by Flowing and Fusing
inferredcites →https://doi.org/10.48550/arxiv.2003.12039openalex-extracted
inferredcites →https://doi.org/10.48550/arxiv.2006.06664openalex-extracted
inferredcites →https://doi.org/10.48550/arxiv.2007.14557openalex-extracted
inferredcites →https://doi.org/10.48550/arxiv.2105.04322openalex-extracted
inferredcites →https://doi.org/10.48550/arxiv.2110.06864openalex-extracted
inferredcites →https://doi.org/10.1109/iccv48922.2021.01068openalex-snapshot
Learning to Track with Object Permanence
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