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)

Cited by (655)

Items 301–400 of 655

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  3. Beyond traditional visual object tracking: a survey
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  4. Multi-Object Tracking in Agricultural Applications using a Vision Transformer for Spatial Association
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  5. LDTrack: Dynamic People Tracking by Service Robots Using Diffusion Models
    Angus Fung, Beno Benhabib, Goldie Nejat · 2025 · International Journal of Computer Vision
  6. Learning task-specific discriminative representations for multiple object tracking
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  7. A Deep Learning-Based Moving Target Detection Method by Combining Spatiotemporal Information for ViSAR
    Shangqu Yan, Fatong Zhang, Yaowen Fu, Wenpeng Zhang, Wei Yang, Ruofeng Yu · 2023 · IEEE Geoscience and Remote Sensing Letters
  8. Multiple Planar Object Tracking
    Zhicheng Zhang, Shengzhe Liu, Jufeng Yang · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
  9. Video-Based Analysis of Cattle Behaviors: Improved Classification Using FlowEQ Transform
    Jung-woo Chae, HyeonJin Sim, Chang‐Woo Lee, Chang-Sik Choi, Hyun‐chong Cho · 2024 · IEEE Access
  10. An efficient center-based method for real-time pig posture recognition and tracking
    Morann Mattina, Abdesslam Benzinou, Kamal Nasreddine, Francis Richard · 2024 · Applied Intelligence
  11. OV-VIS: Open-Vocabulary Video Instance Segmentation
    Haochen Wang, Cilin Yan, Keyan Chen, Xiaolong Jiang, Xu Tang, Yao Guang Hu, Guoliang Kang, Weidi Xie, Efstratios Gavves · 2024 · International Journal of Computer Vision
  12. Visual-attention gabor filter based online multi-armored target tracking
    Fanjie Meng, Xinqing Wang, Faming Shao, Dong Wang, Yaowei Yu, Yi Xiao · 2020 · Defence Technology
  13. Dynamic Offloading on a Hybrid Edge–Cloud Architecture for Multiobject Tracking
    Ching-Hu Lu, Kuan-Ting Lai · 2022 · IEEE Systems Journal
  14. Research on Fingerprint Image Based on Improved Log-Gabor Filter Enhancement Algorithm
    Xianguo Wang, Chunxi Guan, Shunjie Lin, Hanhua Cao · 2022 · International Conference on Information Science, Parallel and Distributed Systems (ISPDS)
  15. Learning Moving-Object Tracking with FMCW LiDAR
    Yi Gu, Hongzhi Cheng, Kafeng Wang, Dejing Dou, Chengzhong Xu, Hui Kong · 2022 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  16. Semi-Automatic Cloud-Native Video Annotation for Autonomous Driving
    Sergio Sánchez-Carballido, Orti Senderos, Marcos Nieto, Oihana Otaegui · 2020 · Applied Sciences
  17. Fast Segmentation-Based Object Tracking Model for Autonomous Vehicles
    Xiaoyun Dong, Jianwei Niu, Jiahe Cui, Zongkai Fu, Zhenchao Ouyang · 2020 · Lecture notes in computer science
  18. Assignment-Space-based Multi-Object Tracking and Segmentation
    Anwesa Choudhuri, Girish Vinayak Chowdhary, Alexander Gerhard Schwing · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
  19. PointTrack++ for Effective Online Multi-Object Tracking and Segmentation
    Zhenbo Xu, Wei Zhang, Xiao Tan, Wei Yang, Xiangbo Su, Yuchen Yuan, Hongwu Zhang, Shilei Wen, Errui Ding, Liusheng Huang · 2020 · arXiv (Cornell University)
  20. SoDA: Multi-Object Tracking with Soft Data Association
    Wei-Chih Hung, Henrik Kretzschmar, Tsung-Yi Lin, Yuning Chai, Ruichi Yu, Ming–Hsuan Yang, Dragomir Anguelov · 2020 · arXiv (Cornell University)
  21. Online Multi-Object Tracking and Segmentation with GMPHD Filter and Simple Affinity Fusion
    Young-Min Song, Moongu Jeon · 2020 · arXiv (Cornell University)
  22. Multi-Object Detection for Inland Ship Situation Awareness Based on Few-Shot Learning
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  24. Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles from Driving Scenes
    Youssef Shoeb, R. Chan, Gesina Schwalbe, Azarm Nowzad, Fatma Güney, Hanno Gottschalk · 2024 · IEEE Winter Conference on Applications of Computer Vision
  25. An end-to-end tracking framework via multi-view and temporal feature aggregation
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  26. RGB-D Railway Platform Monitoring and Scene Understanding for Enhanced Passenger Safety
    Marco Wallner, Daniel Steininger, Verena Widhalm, Matthias Schörghuber, Csaba Beleznai · 2021 · Lecture notes in computer science
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  28. Multi-object tracking by multi-feature fusion to associate all detected boxes
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  29. FRoG-MOT: Fast and Robust Generic Multiple-Object Tracking by IoU and Motion-State Associations
    Takuya Ogawa, Takashi Shibata, Toshinori Hosoi · 2024 · IEEE Winter Conference on Applications of Computer Vision
  30. Video Instance Matting
    Jiachen Li, Roberto D. Henschel, Vidit Goel, Marianna Ohanyan, Shant Navasardyan, Humphrey Shi · 2024 · IEEE Winter Conference on Applications of Computer Vision
  31. Attention Modulated Multiple Object Tracking with Motion Enhancement and Dual Correlation
    Yifeng Wang, Zhijiang Zhang, Ning Zhang, Dan Zeng · 2021 · Symmetry
  32. Part‐MOT: A multi‐object tracking method with instance part‐based embedding
    Xiaohu Liu, Yichuang Luo, Keding Yan, Jianfei Chen, Zhiyong Lei · 2021 · IET Image Processing
  33. Aircraft tracking in aerial videos based on fused RetinaNet and low‐score detection classification
    Mostafa Ahmed, Ali Maher, Xiangzhi Bai · 2022 · IET Image Processing
  34. A Novel Vehicle Tracking ID Switches Algorithm for Driving Recording Sensors
    Yun Zhao, Xiang Zhou, Xing Xu, Zeyu Jiang, Fupeng Cheng, Jiahui Tang, Yuan Shen · 2020 · Sensors
  35. A Deep Local Patch Matching Network for Cell Tracking in Microscopy Image Sequences Without Registration
    Yulian Xie, Min Liu, Shirui Zhou, Yaonan Wang · 2021 · IEEE Transactions on Computational Biology and Bioinformatics
  36. VETRA: A Dataset for Vehicle Tracking in Aerial Imagery – New Challenges for Multi-Object Tracking
    Jens Hellekes, Michael S. Muhlhaus, Reza Bahmanyar, Seyed Majid Azimi, Franz Kurz · 2024 · Lecture notes in computer science
  37. A Study on Centralised and Decentralised Swarm Robotics Architecture for Part Delivery System
    Seemal Asif · 2021 · Academic Journal of Engineering Studies
  38. Lidar Panoptic Segmentation and Tracking without Bells and Whistles
    Abhinav Agarwalla, Xuhua Huang, Jason Ziglar, Francesco Ferroni, Laura Leal-Taixé, James H. Hays, Aljoša Ošep, Deva Ramanan · 2023 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  39. OffsetNet: Towards Efficient Multiple Object Tracking, Detection, and Segmentation
    Wei Zhang, Jiaming Li, Meng Xia, Xu Gao, Xiao Tan, Yifeng Shi, Zhenhua Huang, Guanbin Li · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  40. SDP-Net: Scene Flow Based Real-Time Object Detection and Prediction from Sequential 3D Point Clouds
    Yi Zhang, Yuwen Ye, Zhiyu Xiang, Jiaqi Gu · 2021 · Lecture notes in computer science
  41. On Robustness of Robotic and Autonomous Systems Perception
    Cristiano Rafael Steffens, Lucas Ricardo Vieira Messias, Paulo Drews, Sílvia Silva da Costa Botelho · 2021 · Journal of Intelligent & Robotic Systems
  42. SynDHN: Multi-Object Fish Tracker Trained on Synthetic Underwater Videos
    Mygel Andrei M. Martija, Prospero C. Naval · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  43. Multi-Object Tracking and Segmentation with a Space-Time Memory Network
    Mehdi Miah, Guillaume-Alexandre Bilodeau, Nicolas Saunier · 2023 · Canadian Conference on Computer and Robot Vision
  44. Deep Masked Graph Matching for Correspondence Identification in Collaborative Perception
    Peng Gao, Qingzhao Zhu, Hongsheng Lu, Chuang Gan, Hao Zhang · 2023 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  45. Two-Stage Real-Time Multi-object Tracking with Candidate Selection
    Fan Wang, Lei Luo, En Zhu · 2021 · Lecture notes in computer science
  46. REAL-TIME DEEP NEURAL NETWORKS FOR MULTIPLE OBJECT TRACKING AND SEGMENTATION ON MONOCULAR VIDEO
    Ilya Basharov, Dmitry A. Yudin · 2021 · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
  47. An automatic verification method for vehicle line-pressing violation based on CNN and geometric projection
    Fei Gao, Mingming Zhou, Libo Weng, Shufang Lu · 2021 · Journal of Ambient Intelligence and Humanized Computing
  48. FCOS-Lite: An Efficient Anchor-free Network for Real-time Object Detection
    Shuai Liu, Jianning Chi, Chengdong Wu · 2021 · Chinese Control and Decision Conference (CCDC)
  49. Long-Term Face Tracking for Crowded Video-Surveillance Scenarios
    Germán Barquero, Carles Fernández, Isabelle Hupont · 2020 · IEEE International Joint Conference on Biometrics (IJCB)
  50. Computer Vision-Based Intelligent Monitoring of Disruptions due to Construction Machinery Arrival Delay
    Xuzhong Yan, Rui Jin, Hong Zhang, Hui Gao, Shuyuan Xu · 2025 · Journal of Computing in Civil Engineering
  51. MBT3D: Deep learning based multi-object tracker for bumblebee 3D flight path estimation
    Luc Stiemer, Andreas Thoma, Carsten Braun · 2023 · PLoS ONE
  52. Weakly Supervised Referring Video Object Segmentation With Object-Centric Pseudo-Guidance
    Weikang Wang, Yuting Su, Jing Liu, Wei Sun, Guangtao Zhai · 2024 · IEEE Transactions on Multimedia
  53. Decomposition and Quantification of SOTIF Requirements for Perception Systems of Autonomous Vehicles
    Ruilin Yu, Cheng Wang, Yuxin Zhang, Fuming Zhao · 2025 · IEEE Transactions on Intelligent Transportation Systems
  54. A Review: Recent Advancements in Online Private Mode Multiobject Tracking
    Shavantrevva Bilakeri, Karunakar A. Kotegar · 2025 · IEEE Transactions on Artificial Intelligence
  55. Person Foreground Segmentation by Learning Multi-Domain Networks
    Zhiyuan Liang, Kan Guo, Xiaobo Li, Xiaogang Jin, Jianbing Shen · 2021 · IEEE Transactions on Image Processing
  56. Real-time human-centric segmentation for complex video scenes
    Ran Yu, Chenyu Tian, Weihao Xia, Xinyuan Zhao, Liejun Wang, Yujiu Yang · 2022 · Image and Vision Computing
  57. Multi-Motion Segmentation: Combining Geometric Model-Fitting and Optical Flow for RGB Sensors
    Zhao Xi, Jun Liu, Bin Luo, Qianqing Qin · 2022 · IEEE Sensors Journal
  58. Data-driven online traffic reconstructions: Interactively optimizing in virtual reality
    Hua Wang, Yifan He, Zheng Wang, Guanfeng Li, Yanqiu Xiao, Mingliang Xu · 2022 · Computers & Graphics
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    Dahun Kim, Sanghyun Woo, Joon‐Young Lee, In So Kweon · 2022 · IEEE Transactions on Image Processing
  60. Enhanced Detection Model and Joint Scoring Strategy for Multi-Vehicle Tracking
    Ziyi Zhao, Zhongping Ji, Yingbiao Yao, Zhiwei He, Chenjie Du · 2023 · IEEE Access
  61. CSMOT: Make One-Shot Multi-Object Tracking in Crowded Scenes Great Again
    Haoxiong Hou, Chao Shen, Ximing Zhang, Wei Gao · 2023 · Sensors
  62. Human Video Instance Segmentation and Tracking via Data Association and Single-Stage Detector
    Mingbo Zhao, Cheng Youn Lu, Yuan SUN, Jianghong Ma · 2023 · IEEE Transactions on Consumer Electronics
  63. CALTracker: Cross-Task Association Learning for Multiple Object Tracking
    Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu · 2023 · IEEE Signal Processing Letters
  64. DMODE: Differential Monocular Object Distance Estimation Module Without Class Specific Information
    Pedram Agand, Michael Chang, Mo Chen · 2024 · International Workshop on Robot Motion and Control
  65. A method of vehicle flow training and detection based on ResNet50 with CenterNet method
    Yongsheng Wang, Zhongyu Zhao, Jianwen He, Yingxin Zhu, Xiaoxu Wei · 2021 · International Conference on Communications, Information System and Computer Engineering (CISCE)
  66. Improving Video Instance Segmentation via Temporal Pyramid Routing
    Xiangtai Li, Hao He, Yibo Yang, Henghui Ding, Kuiyuan Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  67. DirectTracker: 3D Multi-Object Tracking Using Direct Image Alignment and Photometric Bundle Adjustment
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  68. TIVE: A toolbox for identifying video instance segmentation errors
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  69. Transductive Multi-Object Tracking in Complex Events by Interactive Self-Training
    Ancong Wu, Chengzhi Lin, Bogao Chen, Weihao Huang, Zeyu Huang, Wei‐Shi Zheng · 2020 · ACM International Conference on Multimedia (ACM MM)
  70. Decoupling Identity and Visual Quality for Image and Video Anonymization
    Maxim Maximov, Ismail Elezi, Laura Leal-Taixé · 2023 · Lecture notes in computer science
  71. Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection
    Khurram Azeem Hashmi, Talha Uddin Sheikh, Didier Stricker, Muhammad Zeshan Afzal · 2025 · IEEE Winter Conference on Applications of Computer Vision
  72. SNNTracker: Online High-Speed Multi-Object Tracking With Spike Camera
    Yajing Zheng, Chengen Li, Jiyuan Zhang, Zhaofei Yu, Tiejun Huang · 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  73. UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard
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  74. Online and Real-Time Mask-Guided Multi-Object Tracking and Segmentation
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  75. HCgNet: A hierarchical context-guided network for multi-object tracking
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  76. A novel approach for reliable pedestrian trajectory collection with behavior-based trajectory reconstruction for urban surveillance systems
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  77. MaskTrack: Auto-Labeling and Stable Tracking for Video Object Segmentation
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