Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art | Paper Citation Record

Observation e178f214-4bfc-4395-9fcb-8578c3c353f1 · outbound

This paper cites Adˇ zemovi´ c, P.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Adˇ zemovi´ c, P

Reference 1

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Observation 7456bbe1-24dc-4451-bb5d-7392008982b9 · outbound

This paper cites Adˇ zemovi´ c, P.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Adˇ zemovi´ c, P

Reference 2

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This paper cites BoT-SORT: Robust Associations Multi-Pedestrian Tracking.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art BoT-SORT: Robust Associations Multi-Pedestrian Tracking

Reference 3

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This paper cites https://www.ieee-jas.net/en/article/doi/10.1109/JAS. 2020.1003453.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art https://www.ieee-jas.net/en/article/doi/10.1109/JAS. 2020.1003453

Reference 4

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This paper cites Ahn and H.-J.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Ahn and H.-J

Reference 5

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This paper cites Bergmann, T.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Bergmann, T

Reference 6

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This paper cites Bernardin, A.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Bernardin, A

Reference 7

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This paper cites Bewley, Z.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Bewley, Z

Reference 8

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This paper cites Union-over-Intersections: Object Detection beyond Winner-Takes-All.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Union-over-Intersections: Object Detection beyond Winner-Takes-All

Reference 9

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This paper cites YOLOv4: Optimal Speed and Accuracy of Object Detection.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art YOLOv4: Optimal Speed and Accuracy of Object Detection

Reference 10

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 11

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This paper cites Bras´ o and L.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Bras´ o and L

Reference 12

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This paper cites Carion, F.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Carion, F

Reference 16

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 18

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This paper cites Ciaparrone, F.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Ciaparrone, F

Reference 19

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This paper cites Cioppa, S.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Cioppa, S

Reference 20

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This paper cites Dendorfer, A.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Dendorfer, A

Reference 22

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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This paper cites Dosovitskiy, L.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Dosovitskiy, L

Reference 24

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 26

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This paper cites Elharrouss, N.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Elharrouss, N

Reference 27

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This paper cites Emami, P.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Emami, P

Reference 28

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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This paper cites Fischer, T.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Fischer, T

Reference 30

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Gao and L

Reference 31

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This paper cites Multiple Object Tracking as ID Prediction.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Multiple Object Tracking as ID Prediction

Reference 32

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This paper cites Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking

Reference 33

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This paper cites YOLOX: Exceeding YOLO Series in 2021.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art YOLOX: Exceeding YOLO Series in 2021

Reference 34

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This paper cites Girshick.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Girshick

Reference 35

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This paper cites Girshick, J.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Girshick, J

Reference 36

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Girshick, I

Reference 37

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Goodfellow, Y

Reference 38

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Mask R-CNN

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Hossam, A

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Huang, C.-Y

Reference 43

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art YOLOv5, YOLOv8 and YOLOv10: The Go-To Detectors for Real-time Vision

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Jocher, J

Reference 46

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Luiten, A

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Maggiolino, A

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Miah, G.-A

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art An Introduction to Convolutional Neural Networks

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Paszke, S

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Rakai, H

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Ramshaw, R

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Ravindran, M

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art YOLO9000: Better, Faster, Stronger

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art YOLOv3: An Incremental Improvement

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Redmon, S

Reference 67

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

Reference 68

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Observation 44da62c1-01f5-4f4f-b71a-c16f6a3c0bdb · outbound

This paper cites Revach, N.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Revach, N

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.042240Z

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Observation 666cc67b-7f65-4309-88c2-1e5453a05993 · outbound

This paper cites Rezatofighi, N.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Rezatofighi, N

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.046262Z

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Observation 0c359a0d-59fc-42c4-943d-c97adec08e3f · outbound

This paper cites Ristani, F.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Ristani, F

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.050176Z

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Observation 2962dc4c-3b8d-4f5f-b8f4-d5d3c2de7cc7 · outbound

This paper cites CrowdHuman: A Benchmark for Detecting Human in a Crowd.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art CrowdHuman: A Benchmark for Detecting Human in a Crowd

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.053811Z

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Observation 6a67f9f0-7534-40e6-bb84-a3c0cff71b58 · outbound

This paper cites Sohan, T.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Sohan, T

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.057663Z

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Observation f26f1aaa-7d11-43a8-928a-cae38473568e · outbound

This paper cites Stadler and J.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Stadler and J

Reference 74

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Observation 97040dcb-02f1-4090-9a17-246c38bb3bce · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 75

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Observation 98f36d9b-427d-4c8f-895f-08b7607606cb · outbound

This paper cites Stanojevi´ c and B.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Stanojevi´ c and B

Reference 76

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Observation 7d320100-700a-400f-9b00-859751c260a7 · outbound

This paper cites TransTrack: Multiple Object Tracking with Transformer.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art TransTrack: Multiple Object Tracking with Transformer

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.070354Z

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Observation 65159006-372c-470a-8fc8-3cdebbe5a0a6 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 78

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Observation ceac2c45-072c-4074-9bfa-b62a69f854aa · outbound

This paper cites Terven, D.-M.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Terven, D.-M

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.076577Z

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Observation 681d3ac0-898f-4fbb-ba94-42db7194c7f4 · outbound

This paper cites Touska, K.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Touska, K

Reference 80

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Observation 0ac3dcd0-4ec4-4a16-81cf-8f93864cd3a4 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation bee356f7-2a62-4ef5-958f-7742089eb056 · outbound

This paper cites Vaswani, N.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Vaswani, N

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.086319Z

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Observation ba57455a-5b1a-4163-abee-c49741d02e68 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation 943a1fc3-c5cc-495a-b82d-bf721af8f4ef · outbound

This paper cites Wang, H.-Y.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Wang, H.-Y

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.100608Z

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Observation 11eadadc-bc73-4d7b-b1f4-7fd350f89265 · outbound

This paper cites Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey

Reference 85

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Observation cbbdfbb8-ac53-43fe-8701-6855d4bb8227 · outbound

This paper cites Wang, J.-W.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Wang, J.-W

Reference 86

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Observation 7114bf03-45fa-498a-8aed-188f5f72b6a1 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation 719356ab-1e6a-4707-9e58-bfd9ae4f6c38 · outbound

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Williams and C

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.114388Z

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Observation edcf1ed6-4be0-4ea9-8bcb-20e4f9c07da5 · outbound

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Wojke, A

Reference 89

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Observation af35be17-2187-40bd-9fde-40ef141e5971 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.120830Z

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Observation 09636ed3-68cd-464b-a639-59e907bbd52e · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation 206c715b-5122-4877-8be0-be1c196263d8 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Resolution: unresolved; raw_fallback, observed 2026-08-15T20:05:20.398176Z

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Observation cb0ce090-db22-42d9-b23d-7bc8e78494f9 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 93

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Observation 3e836cba-e719-4ae4-87ad-752dae2570ca · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation 4f7f9b9a-ea92-46d7-bdeb-58f03a54b954 · outbound

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Yasir, S

Reference 95

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Observation f2c42e69-df77-4196-960d-bac82c1143f7 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.145245Z

Source-reported events for the cited work

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Observation 107748b2-2690-40ce-88b6-c299a960e419 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 97

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:05:20.388072Z

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Observation fe408ecc-c01c-4b8a-a7b5-c64e6ac2dc22 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

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Observation c8adad73-8f26-4daf-b42e-7d751370ef2f · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 99

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:05:20.378138Z

Source-reported events for the cited work

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Observation f92f5b0b-f1d0-488e-8b67-324e855d1b9e · outbound

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zhang, F

Reference 100

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Observation b47e6485-ab68-44f6-8fc3-6e66c61efba5 · outbound

This paper cites Zhang, J.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zhang, J

Reference 101

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Observation 9d3da5c5-d372-4731-ae6d-f4dd9c0095e3 · outbound

This paper cites Zhang, C.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zhang, C

Reference 102

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Source-reported events for the cited work

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Observation bafaec74-bd2b-4249-b4e7-c89a2b1c6847 · outbound

This paper cites Zhang, P.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zhang, P

Reference 103

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Source-reported events for the cited work

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Observation 8f5d8863-7352-4982-98f7-a0f26d68b916 · outbound

This paper cites Zhang, T.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zhang, T

Reference 104

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a7c56d4-6e98-46c3-991a-2746c5cbd342 · outbound

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Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art ByteTrackV2: 2D and 3D Multi-Object Tracking by Associating Every Detection Box

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.173092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc74142-0697-4fc7-b430-746b763370c0 · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Unresolved cited work

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.176721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7001a44d-c0ea-414e-aa1d-0f0c4ac3e3dd · outbound

This paper cites Zheng, Z.

Deep Learning-Based Multi-Object Tracking: A Comprehensive Survey from Foundations to State-of-the-Art Zheng, Z

Reference 107

Resolution: unresolved; no resolver link, observed 2026-08-15T20:05:18.179674Z

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Outbound references

Pith citing papers