MOTS: Multi-Object Tracking and Segmentation

Voigtlaender, Paul, Krause, Michael, Osep, Aljosa, Luiten, Jonathon, Sekar, Berin Balachandar Gnana, Geiger, Andreas, Leibe, Bastian·2019·2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
DOI 10.1109/cvpr.2019.00813

Cited by (655)

Items 201–300 of 655

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  5. Tracking Passengers and Baggage Items Using Multiple Overhead Cameras at Security Checkpoints
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  6. Sequential Point Clouds: A Survey
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  7. A reliable unmanned aerial vehicle multi-target tracking system with global motion compensation for monitoring Procapra przewalskii
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  8. Mask4Former: Mask Transformer for 4D Panoptic Segmentation
    Kadir Yilmaz, Jonas Schult, Alexey Nekrasov, Bastian Leibe · 2024 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  9. 4D Generic Video Object Proposals
    Aljoša Ošep, Paul Voigtlaender, Mark C. Weber, Jonathon Luiten, Bastian Leibe · 2020 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  10. Joint Spatial-Temporal Optimization for Stereo 3D Object Tracking
    Peiliang Li, Jieqi Shi, Shaojie Shen · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  11. 3D Multi-Object Tracking Based on Dual-Tracker and D-S Evidence Theory
    Yuanzhi Ma, Jindong Zhang, Guihe Qin, Jingyi Jin, Kunpeng Zhang, Dongyu Pan, Mai Chen · 2022 · IEEE Transactions on Intelligent Vehicles
  12. Review: Multiobject tracking in livestock − from farm animal management to state-of-the-art methods
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  13. Interactive Labeling for Human Pose Estimation in Surveillance Videos
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  15. A Simple but Effective Method for Balancing Detection and Re-Identification in Multi-Object Tracking
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  16. Center-point-pair detection and context-aware re-identification for end-to-end multi-object tracking
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  17. A robust deep networks based multi-object multi-camera tracking system for city scale traffic
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  18. Collaborative Multi-task Learning for Multi-Object Tracking and Segmentation
    Yiming Cui, Cheng Han, Dongfang Liu · 2023 · ACM Journal on Autonomous Transportation Systems
  19. Exploring the State-of-the-Art in Multi-Object Tracking: A Comprehensive Survey, Evaluation, Challenges, and Future Directions
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  20. Monitoring mammalian herbivores via convolutional neural networks implemented on thermal UAV imagery
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  21. HODOR: High-level Object Descriptors for Object Re-segmentation in Video Learned from Static Images
    Ali Athar, Jonathon Luiten, Alexander Hermans, Deva Ramanan, Bastian Leibe · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  22. Boosting End-to-end Multi-Object Tracking and Person Search via Knowledge Distillation
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  23. PAE: Portable Appearance Extension for Multiple Object Detection and Tracking in Traffic Scenes
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  24. Comparing Zealous and Restrained AI Recommendations in a Real-World Human-AI Collaboration Task
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  25. MotionTrack: rethinking the motion cue for multiple object tracking in USV videos
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  26. Motion-guided and occlusion-aware multi-object tracking with hierarchical matching
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  27. Video-kMaX: A Simple Unified Approach for Online and Near-Online Video Panoptic Segmentation
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  28. AI-Powered CPS-Enabled Vulnerable-User-Aware Urban Transportation Digital Twin: Methods and Applications
    Yongjie Fu, Mehmet Kerem Türkcan, Mahshid Ghasemi, Zhaobin Mo, Chengbo Zang, Abhishek Adhikari, Zoran Kostić, Gil Zussman, Xuan Sharon Di · 2026 · IEEE Transactions on Intelligent Transportation Systems
  29. Segmentation and tracking of vegetable plants by exploiting vegetable shape feature for precision spray of agricultural robots
    Nan Hu, Daobilige Su, Shuo Wang, Xuechang Wang, Huiyu Zhong, Zimeng Wang, Yongliang Qiao, Yu Tan · 2023 · Journal of Field Robotics
  30. Video Class Agnostic Segmentation Benchmark for Autonomous Driving
    Mennatullah Siam, Alex Kendall, Martin Jägersand · 2021 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  31. Rank-Based Verification for Long-Term Face Tracking in Crowded Scenes
    Germán Barquero, Isabelle Hupont, Carles Fernández · 2021 · IEEE Transactions on Biometrics Behavior and Identity Science
  32. Robust Multi-object Tracking by Marginal Inference
    Yifu Zhang, Chunyu Wang, Xinggang Wang, Wenjun Zeng, Wenyu Liu · 2022 · Lecture notes in computer science
  33. Learning a Spatio-Temporal Embedding for Video Instance Segmentation
    Anthony Hu, Kendall, Alex, Roberto Cipolla · 2019 · arXiv (Cornell University)
  34. Context-Aware Relative Object Queries to Unify Video Instance and Panoptic Segmentation
    Anwesa Choudhuri, Girish Vinayak Chowdhary, Alexander Gerhard Schwing · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  35. Privacy-Preserving Optics for Enhancing Protection in Face De-Identification
    Jhon Lopez, Carlos A. Hinojosa, Henry Argüello, Bernard Ghanem · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  36. Efficient objects tracking from an unmanned aerial vehicle
    Ivan V. Saetchnikov, Victor V. Skakun, Elina A. Tcherniavskaia · 2021 · IEEE International Workshop on Metrology for AeroSpace (MetroAeroSpace)
  37. Multiple Object Tracking of Drone Videos by a Temporal-Association Network with Separated-Tasks Structure
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  38. RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation
    Haodi He, Yuhui Yuan, Xiangyu Yue, Hanping Hu · 2022 · Lecture notes in computer science
  39. Online Multi-Object Tracking With Visual and Radar Features
    Seung‐Hwan Bae · 2020 · IEEE Access
  40. IA-MOT: Instance-Aware Multi-Object Tracking with Motion Consistency
    Jiarui Cai, Yizhou Wang, Zhang, Haotian, Hung-Min Hsu, Chengqian Ma, Jenq–Neng Hwang · 2020 · arXiv (Cornell University)
  41. Motion-Perception Multi-Object Tracking (MPMOT): Enhancing Multi-Object Tracking Performance via Motion-Aware Data Association and Trajectory Connection
    Weijun Meng, Shuaipeng Duan, Sugang Ma, Bin Hu · 2025 · Journal of Imaging
  42. Livestock Monitoring with Transformer
    Bhavesh Tangirala, Ishan Bhandari, Daniel Laszlo, Deepak Kumar Gupta, Rajat Mani Thomas, Devanshu Arya · 2021 · British Machine Vision Conference (BMVC)
  43. JDAN: Joint Detection and Association Network for Real-Time Online Multi-Object Tracking
    Haidong Wang, Xuan He, Zhiyong Li, Jin Yuan, Shutao Li A · 2022 · ACM Transactions on Multimedia Computing Communications and Applications
  44. Offline-to-Online Knowledge Distillation for Video Instance Segmentation
    Hojin Kim, Seunghun Lee, Hyeon Gyu Kang, Sunghoon Im · 2024 · IEEE Winter Conference on Applications of Computer Vision
  45. MOMT: A Maritime Real-Time Visual Multiobject Tracking Algorithm Based on Unmanned Surface Vehicles
    Longhui Niu, Yunsheng Fan, Ting Liu, Qi Han · 2024 · IEEE Sensors Journal
  46. Deep learning techniques for Video Instance Segmentation: A survey
    Chenhao Xu, Chang‐Tsun Li, Yongjian Hu, Chee Peng Lim, Douglas Creighton · 2025 · Pattern Recognition
  47. One-shot multi-object tracking using CNN-based networks with spatial-channel attention mechanism
    Guofa Li, Xin Chen, Mingjun Li, Wenbo Li, Shen Li, Gang Guo, Huaizhi Wang, Hao Deng · 2022 · Optics & Laser Technology
  48. A Robust Online Multi-Camera People Tracking System With Geometric Consistency and State-aware Re-ID Correction
    Zhenyu Xie, Zelin Ni, Wenjie Yang, Yuang Zhang, Yihang Chen, Yang Zhang, Xiao Ma · 2024 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  49. Efficient Single-Shot Multi-Object Tracking for Vehicles in Traffic Scenarios
    Youngkeun Lee, Sang-ha Lee, Ji‐Sang Yoo, Soonchul Kwon · 2021 · Sensors
  50. Object Knowledge Distillation for Joint Detection and Tracking in Satellite Videos
    Wenhua Zhang, Wenjing Deng, Zhen Cui, Jia Liu, Licheng Jiao · 2024 · IEEE Transactions on Geoscience and Remote Sensing
  51. A Multi Sensor Real-time Tracking with LiDAR and Camera
    Surya Kollazhi Manghat, Mohamed El‐Sharkawy · 2020 · IEEE Annual Computing and Communication Workshop and Conference (CCWC)
  52. Unmasking the Inductive Biases of Unsupervised Object Representations for Video Sequences
    Marissa A. Weis, Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, Alexander S. Ecker · 2020 · arXiv (Cornell University)
  53. STRACK: Robust Tracking of Small Objects in Low-Light Conditions
    Said Baz Jahfar Khan, Peng Zhang, Mian Muhammad Kamal, Heba G. Mohamed, Qasem M. Kharma, Muhammad Sheraz, Teong Chee Chuah · 2025 · IEEE Access
  54. Multi-Object Tracking and Segmentation With Embedding Mask-Based Affinity Fusion in Hierarchical Data Association
    Young-Min Song, Young-Chul Yoon, Kwangjin Yoon, Hyunsung Jang, Namkoo Ha, Moongu Jeon · 2022 · IEEE Access
  55. BGTracker: Cross-Task Bidirectional Guidance Strategy for Multiple Object Tracking
    Chen Zhou, Min Jiang, Jun Kong · 2023 · IEEE Transactions on Multimedia
  56. High-Performance Detection-Based Tracker for Multiple Object Tracking in UAVs
    Xi Li, Ruixiang Zhu, Xianguo Yu, Yirui Cong, Xiangke Wang · 2023 · Drones
  57. LettuceMOT: A dataset of lettuce detection and tracking with re-identification of re-occurred plants for agricultural robots
    Nan Hu, Shuo Wang, Xuechang Wang, Yu Cai, Daobilige Su, Purevdorj Nyamsuren, Yongliang Qiao, Jiang Yu, Bo Hai, Hang Wei · 2022 · Frontiers in Plant Science
  58. DFR-FastMOT: Detection Failure Resistant Tracker for Fast Multi-Object Tracking Based on Sensor Fusion
    Mohamed Nagy, Majid Khonji, Jorge M.M. Dias, Sajid Javed · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  59. Spatial–Semantic and Temporal Attention Mechanism-Based Online Multi-Object Tracking
    Fanjie Meng, Xinqing Wang, Dong Wang, Faming Shao, Lei Fu · 2020 · Sensors
  60. FlowMOT: 3D Multi-Object Tracking by Scene Flow Association
    Guangyao Zhai, Xin Kong, Jinhao Cui, Yong Liu, Zhen Yang · 2020 · arXiv (Cornell University)
  61. Pedestrian Traffic Light Control with Crosswalk FMCW Radar and Group Tracking Algorithm
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  62. End-to-End Joint Multi-Object Detection and Tracking for Intelligent Transportation Systems
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  63. CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock Farming
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  64. Robust Multiobject Tracking Using Vision Sensor With Fine-Grained Cues in Occluded and Dynamic Scenes
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  65. Towards pedestrian head tracking: A benchmark dataset and a multi-source data fusion network
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  66. Multiple object detection and tracking in autonomous vehicles: A survey on enhanced affinity computation and its multimodal applications
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  67. Bayesian Deep Graph Matching for Correspondence Identification in Collaborative Perception
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  68. Long-Range Multi-Object Tracking at Traffic Intersections on Low-Power Devices
    Patrick Emami, Lily Elefteriadou, Sanjay Ranka · 2021 · IEEE Transactions on Intelligent Transportation Systems
  69. DeepScale: Online Frame Size Adaptation for Multi-object Tracking on Smart Cameras and Edge Servers
    Keivan Nalaie, Renjie Xu, Rong Zheng · 2022 · IEEE/ACM International Conference on Internet-of-Things Design and Implementation (IoTDI)
  70. RT-MOT: Confidence-Aware Real-Time Scheduling Framework for Multi-Object Tracking Tasks
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  71. InstMove: Instance Motion for Object-centric Video Segmentation
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  72. Small Object Detection and Tracking from Aerial Imagery
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  75. DeNoising-MOT: Towards Multiple Object Tracking with Severe Occlusions
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  78. Toward High Quality Multi-Object Tracking and Segmentation Without Mask Supervision
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