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 401–500 of 655

  1. Polarmask-Tracker: Lightweight Multi-Object Tracking and Segmentation Model for Edge Device
    Xiaoyun Dong, Zhenchao Ouyang, Zeling Guo, Jianwei Niu · 2021 · IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA)
  2. TDT: Teaching Detectors to Track without Fully Annotated Videos
    Shuzhi Yu, Guanhang Wu, Chunhui Gu, Mohammed E. Fathy · 2022 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  3. MOTS R-CNN: Cosine-margin-triplet loss for multi-object tracking
    Amit Satish Unde, Renu Rameshan · 2021 · arXiv (Cornell University)
  4. Flipping food during grilling tasks, a dataset of utensils kinematics and dynamics, food pose and subject gaze
    Débora Pereira, Yuri De Pra, Emidio Tiberi, Vito Monaco, Paolo Dario, Gastone Ciuti · 2022 · Scientific Data
  5. PSMOT: Online Occlusion-Aware Multi-Object Tracking Exploiting Position Sensitivity
    Ranyang Zhao, Xinyan Zhang, Jianwei Zhang · 2024 · Sensors
  6. H3Net: Irregular Posture Detection by Understanding Human Character and Core Structures
    Seungha Noh, Kangmin Bae, Yuseok Bae, Byong-Dai Lee · 2024 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  7. Transformer-based Multi-Sensor Hybrid Fusion for Multi-Target Tracking
    Xinwei Wei, Linao Zhang, Yiru Lin, Jianwei Wei, Chenyu Zhang, Wei Yi · 2024 · International Conference on Information Fusion (FUSION)
  8. B2G: A novel framework for froth velocity estimation and quantification with graph neural networks
    Rui Tian, Ziqi Lv, Xiu Liu, Meijie Sun, Yanan Tu, Zhiqiang Xu, Weidong Wang · 2025 · Minerals Engineering
  9. CrossTracker: Robust Multi-Modal 3D Multi-Object Tracking via Cross Correction
    Lipeng Gu, Xuefeng Yan, Weiming Wang, Honghua Chen, Dingkun Zhu, Liangliang Nan, Mingqiang Wei · 2025 · IEEE Transactions on Circuits and Systems for Video Technology
  10. Towards Real-Time On-Drone Pedestrian Tracking in 4K Inputs
    Chanyoung Oh, Moonsoo Lee, Chaedeok Lim · 2023 · Drones
  11. DenseTrack: Drone-Based Crowd Tracking via Density-Aware Motion-Appearance Synergy
    Yi Lei, Huilin Zhu, Jingling Yuan, Guangli Xiang, Xian Zhong, Shengfeng He · 2024 · ACM International Conference on Multimedia (ACM MM)
  12. Enhancing Thermal MOT: A Novel Box Association Method Leveraging Thermal Identity and Motion Similarity
    Wassim El Ahmar, Dhanvin Kolhatkar, Farzan Erlik Nowruzi, Robert Laganière · 2025 · Lecture notes in computer science
  13. Multi-Object Tracking With Memory Fusion in UAV Videos
    Yibo Cui, Shangsheng Li, Xin Yang, Gang Wang · 2025 · IEEE Access
  14. Visual Perception System for Autonomous Driving
    Qi Zhang, Siyuan Gou, Wenbin Li · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  15. An Efficient Deep Spatio-Temporal Context Aware Decision Network (DST-CAN) for Predictive Manoeuvre Planning on Highways
    Jayabrata Chowdhury, Suresh Sundaram, Nishanth Rao, N. Sundararajan · 2025 · IEEE Transactions on Intelligent Transportation Systems
  16. A target response adaptive correlation filter tracker with spatial attention
    Yifei Zhou, Jing Li, Bo Du, Jun Chang, Yafu Xiao · 2020 · Multimedia Tools and Applications
  17. Anchor-Free One-Stage Online Multi-object Tracking
    Zongwei Zhou, Yangxi Li, Jin Gang Gao, Junliang Xing, Liang Li, Weiming Hu · 2020 · Lecture notes in computer science
  18. Adaptive Multi-modal Fusion Instance Segmentation for CAEVs in Complex Conditions: Dataset, Framework and Verifications
    Pai Peng, Keke Geng, Guodong Yin, Yanbo Lu, Weichao Zhuang, Shuaipeng Liu · 2021 · Chinese Journal of Mechanical Engineering
  19. Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation
    Abubakar Siddique, Reza Jalil Mozhdehi, Henry Ponti Medeiros · 2021 · British Machine Vision Conference (BMVC)
  20. MH Pose: 3D Human Pose Estimation based on High-quality Heatmap
    Huifen Zhou, Chaoqun Hong, Yong Han, Pengcheng Huang, Yanhui Zhuang · 2021 · IEEE International Conference on Big Data (BigData)
  21. Real‐Time 3D Pedestrian Tracking with Monocular Camera
    Xiao Peng, Fei Yan, Jiannan Chi, Zhiliang Wang · 2022 · Wireless Communications and Mobile Computing
  22. FasterVideo: Efficient Online Joint Object Detection and Tracking
    Issa Mouawad, Francesca Odone · 2022 · Lecture notes in computer science
  23. Open Dataset Recorded by Single Cameras for Multi-Player Tracking in Soccer Scenarios
    Wenbin Huang, Sailing He, Yaoran Sun, Julian S. Evans, Xian Song, Tongyu Geng, Guanrong Sun, Xubo Fu · 2022 · Applied Sciences
  24. MOTCOM: The Multi-Object Tracking Dataset Complexity Metric
    Malte Pedersen, Joakim Bruslund Haurum, Patrick Dendorfer, Thomas Baltzer Moeslund · 2022 · Lecture notes in computer science
  25. TRoVE: Transforming Road Scene Datasets into Photorealistic Virtual Environments
    Shubham Dokania, Anbumani Subramanian, Manmohan Krishna Chandraker, C. V. Jawahar · 2022 · Lecture notes in computer science
  26. Cannot See the Forest for the Trees: Aggregating Multiple Viewpoints to Better Classify Objects in Videos
    Sukjun Hwang, Miran Heo, Seoung Wug Oh, Seon Joo Kim · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  27. Scene Understanding for Autonomous Driving
    Òscar Lorente, Ian Riera, Rana, Aditya · 2021 · arXiv (Cornell University)
  28. Joint Learning Architecture for Multiple Object Tracking and Trajectory Forecasting
    Oluwafunmilola Kesa, Olly Styles, Víctor Sánchez · 2021 · arXiv (Cornell University)
  29. An HMM-Based Framework for Identity-Aware Long-Term Multi-Object Tracking From Sparse and Uncertain Identification: Use Case on Long-Term Tracking in Livestock
    Anne Marthe Sophie Ngo Bibinbe, Chiron Bang, Patrick James Gagnon, Jamie Ahloy Dallaire, Éric R. Paquet · 2026 · International Journal of Computer Vision
  30. Cluster2Former: Semisupervised Clustering Transformers for Video Instance Segmentation
    Áron Fóthi, Adrián Szlatincsán, Ellák Somfai · 2024 · Sensors
  31. Amplifying Object Tracking Performance on Edge Devices
    Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Rao Kompella, Ling Liu · 2023 · IEEE International Conference on Cognitive Machine Intelligence (CogMI)
  32. One-Stage Anchor-Free Online Multiple Target Tracking With Deformable Local Attention and Task-Aware Prediction
    Weiming Hu, Shaoru Wang, Zongwei Zhou, Jin Gang Gao, Yangxi Li, Stephen J. Maybank · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  33. Multi-Modal Tracking Using LiDAR and Visual Signals
    Sanjay Kumar, Mohamed S. Hassan, Marcos Escudero-Viñolo, Abdul Hannan, Anam Manzoor, António Godinho, Ivan Miguel Pires, Paulo Jorge Coelho · 2024 · Proceeding of the Electrical Engineering Computer Science and Informatics
  34. FastTuner: Fast Resolution and Model Tuning for Multi-Object Tracking in Edge Video Analytics
    Renjie Xu, Keivan Nalaie, Rong Zheng · 2025 · IEEE Transactions on Mobile Computing
  35. Occlusion-Robust Multi-Target Tracking and Segmentation Framework with Mask Enhancement
    Hao Sheng, Defa Zhang, Dazhi Yang, Da Yang, Liu Xi, Wei Ke · 2025 · Applied Sciences
  36. Continuously Adaptive Mean-shift Tracking Algorithm Based on Improved Gaussian Model
    Jinping Sun, Enjie Ding, Dan Li, Kailiang Zhang, Ximin Wang · 2020 · Journal of Engineering Science and Technology Review
  37. DBSCAN-Based Tracklet Association Annealer for Advanced Multi-Object Tracking
    Jongwon Kim, Jeongho Cho · 2021 · Sensors
  38. Re-Identification in Urban Scenarios: A Review of Tools and Methods
    Hugo Santos Oliveira, José J. M. Machado, João Manuel R. S. Tavares · 2021 · Applied Sciences
  39. Multi-Object Tracking, Segmentation and Validation in Thermal Images
    Mircea Paul Muresan, Radu Gabriel Danescu, Sergiu Nedevschi · 2023 · IEEE Intelligent Vehicles Symposium
  40. A Multi-Object Tracking Method With Adaptive Dual Decoder and Better Motion Affinity
    Zhixiang Ni, Chao Zhai, Yujun Li, Yang Yang · 2024 · IEEE Access
  41. Learning Generalizable Visual Representations via Self-Supervised Information Bottleneck
    Xin Liu, Yali Li, Shengjin Wang · 2024 · IEEE International Conference on Acoustics Speech and Signal Processing
  42. Multi-Agent Reinforcement Learning as Interaction Model for Online Multi-Object Tracking
    Vladislav Bolshakov · 2024 · International Youth Conference on Radio Electronics, Electrical and Power Engineering (REEPE)
  43. Exploiting Multi-Modal Synergies for Enhancing 3D Multi-Object Tracking
    Xinglong Xu, Weihong Ren, Xi’ai Chen, Huijie Fan, Zhi Jun Han, Honghai Liu · 2024 · IEEE Robotics and Automation Letters
  44. PRM: A Pixel-Region-Matching Approach for Fast Video Object Segmentation
    Zhen Wang, Wenbin Zhang, Jiahao Li, Wencheng Zhu, Danqing Song · 2024 · Lecture notes in computer science
  45. Can We Learn Heuristics for Graphical Model Inference Using Reinforcement Learning?
    Safa Messaoud, Maghav Kumar, Alexander Gerhard Schwing · 2020 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  46. Improved Spatio-temporal Action Localization for Surveillance Videos
    Morgan Liang, Xun Li, Sandersan Onie, Mark Erik Larsen, Arcot Sowmya · 2021 · International Conference on Digital Image Computing: Techniques and Applications (DICTA)
  47. $$360^{\circ }$$ real-time and power-efficient 3D DAMOT for autonomous driving applications
    Carlos Gómez-Huélamo, Javier Del Egido, Luis Miguel Bergasa, Rafael Barea, Elena López-Guillén, Javier Araluce, Miguel Antunes · 2022 · Multimedia Tools and Applications
  48. FAFMOTS: A Fast and Anchor Free Method for Online Joint Multi-Object Tracking and Segmentation
    Shuman Li, Weijiang Feng, Longqi Yang, Wenjing Yang, Shaowu Yang, Long Lan · 2022 · IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct)
  49. Real-time Multiple Objects Following Using a UAV
    Jie Liu, Yuqiang Yao · 2023 · AIAA SciTech Forum
  50. Uncertainty-aware correspondence identification for collaborative perception
    Peng Gao, Qingzhao Zhu, Hao Zhang · 2023 · Autonomous Robots
  51. A Multi-Object Tracking Approach Combining Contextual Features and Trajectory Prediction
    Peng Zhang, Qingyang Jing, Xinlei Shelly Zhao, Lijia Dong, Weimin Lei, Wei Zhang, Zhaonan Lin · 2023 · Electronics
  52. Multi Object Tracking for Similar Instances: A Hybrid Architecture
    Áron Fóthi, Kinga Bettina Faragó, László Kopácsi, Zoltán Á. Milacski, Viktor Varga, András Lörincz · 2020 · Lecture notes in computer science
  53. A multi-target tracking algorithm suitable for road scenes
    Zhichao Peng, Xiaokang Ren, Guozhi Miao, Ruchuan Guo · 2021 · International Conference on Wireless Communications and Smart Grid (ICWCSG)
  54. A Single-Stage, Bottom-up Approach for Occluded VIS using Spatio-temporal Embeddings
    Ali Athar, Sabarinath Mahadevan, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe · 2021 · IEEE International Conference on Computer Vision Workshops
  55. Instance-wise Depth and Motion Learning from Monocular Videos
    Seokju Lee, Sunghoon Im, Stephen Ching-Feng Lin, In So Kweon · 2019 · arXiv (Cornell University)
  56. Improving Weakly-Supervised Video Instance Segmentation by Leveraging Spatio-Temporal Consistency
    Farnoosh Arefi, Amir M. Mansourian, Shohreh Kasaei B · 2025 · IEEE Access
  57. Enhanced Global Context Fusion for Multi-Target Multi-Camera Tracking in the Bird's Eye View
    Sufeng Hu, Chao Yang, Xufang Pang, Shengbo Liu, Aiguo Song, Huifang Wang · 2025 · International Conference on Robotics and Control Engineering (RobCE)
  58. Speed-FairMOT: multi-class multi-object tracking for real-time manipulation
    Cheng Ju, Ziran Li, Koki Terakado, Akio Namiki · 2025 · Signal Image and Video Processing
  59. Deep learning for object detection: state of the art, challenges, and future directions
    Neetika Gupta, Mukesh Kumar Rohil · 2026 · International Journal of Data Science and Analytics
  60. SMTrack: End-to-End Trained Spiking Neural Networks for Multi-Object Tracking in RGB Videos
    Pengzhi Zhong, Xinzhe Wang, Dan Zeng, Qihua Zhou, Feixiang He, Shuiwang Li · 2026 · IEEE Internet of Things Journal
  61. Datasets, Metrics, Benchmarks and Future Research in Autonomous Driving: A Review
    Yuchen Li, Siyu Teng, Zizhang Wu, Junhui Wang, Mingyu Liu, Zhe Xuanyuan, Long Chen · 2026 · IEEE/CAA Journal of Automatica Sinica
  62. Automatic visual detection of fish in Recirculated Aquaculture Systems using the Segment Anything Model
    Hilla Fred, Mogens Agerbo Krogh, Britt Bang Jensen, Laura Ruotsalainen, Jouni Vielma, Matti Pastell · 2026 · Aquaculture
  63. HELOP: Multi-target tracking based on heuristic empirical learning algorithm and occlusion processing
    Yunhua Jia, Yukuan Zhang, Chengjiang Zhou, Yang Yang · 2023 · Displays
  64. A Trajectory Tracking System for Zebrafish Based on Embedded Edge Artificial Intelligence
    Chuanhao Zang, Anming Dong, Jiguo Yu · 2023 · IEEE International Conference on Parallel and Distributed Systems (ICPADS)
  65. A Fast and Accurate Approach to Multiple-Vehicle Localization and Tracking from Monocular Aerial Images
    Daniel Tøttrup, Stinus Lykke Skovgaard, Jonas le Fevre Sejersen, Rui Pimentel de Figueiredo · 2021 · Journal of Imaging
  66. ReIMOT: Rethinking and Improving Multi-object Tracking Based on JDE Approach
    Haoxiong Hou, Ximing Zhang, Zhonghan Sun, Wei Gao · 2022 · International Conference on Pattern Recognition and Artificial Intelligence (PRAI)
  67. Head Point Positioning and Spatial-Channel Self-Attention Network for Multi-Object Tracking
    Xin Zhang, Song Gao, Yuanzhe Yang, Chengxiang Chu, Zhong Zhou · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  68. YouMVOS: An Actor-centric Multi-shot Video Object Segmentation Dataset
    Donglai Wei, Siddhant Kharbanda, Sarthak Arora, Roshan Roy, Nishant Jain, Akash Palrecha, Tanav Shah, Shray Mathur, Ritik Mathur, Abhijay Kemkar et al. · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  69. FairMOT-X: Real-time One-shot Methods For Multi-class Multi-object Tracking
    Jonathan Tan, Lyuyu Shen, Marcelo H. Ang · 2022 · International Conference on Control, Automation, Robotics and Vision (ICARCV)
  70. Semantic‐guided fusion for multiple object tracking and RGB‐T tracking
    Xiaohu Liu, Yichuang Luo, Yan Zhang, Zhiyong Lei · 2023 · IET Image Processing
  71. Human Detection and Tracking Based on YOLOv3 and DeepSORT
    Bhawana Tyagi, Swati Nigam, Rajiv Kumar Singh · 2023 · Lecture notes in networks and systems
  72. Multi-Object Tracking with Object Candidate Fusion for Camera and LiDAR Data
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  73. TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios
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  74. Entangled appearance and motion structures network for multi-object tracking and segmentation
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  77. 3D multi-object tracking based on parallel multimodal data association
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  78. Multi-vehicle tracking in highway roadside surveillance videos via spatial–temporal fusion network with adaptive decay memory
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  80. Vehicle Lane Merge Visual Benchmark
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