LaSOT: A High-Quality Benchmark for Large-Scale Single Object Tracking

Fan, Heng, Lin, Liting, Yang, Fan, Chu, Peng, Deng, Ge, Yu, Sijia, Bai, Hexin, Xu, Yong +2 more·2019·2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Cited by (1,001)

Items 401–500 of 1,001

  1. The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures
    Yawei Li, Wen Li, Martin Danelljan, Kai Zhang, Shuhang Gu, Luc Van Gool, Radu Timofte · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  2. SiamPCF: siamese point regression with coarse-fine classification network for visual tracking
    Yulin Zeng, Bi Zeng, Xiuwen Yin, Guangke Chen · 2021 · Applied Intelligence
  3. Robust Tracking via Uncertainty-Aware Semantic Consistency
    Jie Ma, Xiangyuan Lan, Bineng Zhong, Guorong Li, Zhenjun Tang, Xianxian Li, Rongrong Ji · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
  4. BoLTVOS: Box-Level Tracking for Video Object Segmentation
    Paul Voigtlaender, Jonathon Luiten, Bastian Leibe · 2019 · arXiv (Cornell University)
  5. Teacher-Students Knowledge Distillation for Siamese Trackers
    Yuanpei Liu, Xingping Dong, Wenguan Wang, Jianbing Shen · 2019 · arXiv (Cornell University)
  6. Foundation Models for Video Understanding: A Survey
    Neelu Madan, Andreas Møgelmose, Rajat Modi, Yogesh S Rawat, Thomas Baltzer Moeslund · 2024
  7. Siamese Adaptive Network-Based Accurate and Robust Visual Object Tracking Algorithm for Quadrupedal Robots
    Zhengcai Cao, Junnian Li, Shibo Shao, Dong Zhang, MengChu Zhou · 2025 · IEEE Transactions on Cybernetics
  8. Co-saliency-regularized correlation filter for object tracking
    Xi Nan Yang, Shaoyi Li, Jun Ma, Junyan Yang, Jie Yan · 2022 · Signal Processing Image Communication
  9. Tracking vision transformer with class and regression tokens
    Emanuel Di Nardo, Angelo Ciaramella · 2022 · Information Sciences
  10. Adaptive Part Mining for Robust Visual Tracking
    Yinchao Ma, Jianfeng He, Dawei Yang, Tianzhu Zhang, Feng He Wu · 2023 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  11. Beyond Land: A Review of Benchmarking Datasets, Algorithms, and Metrics for Visual-Based Ship Tracking
    Ranyeri do Lago Rocha, Felipe A. P. de Figueiredo · 2023 · Electronics
  12. DeepFTSG: Multi-stream Asymmetric USE-Net Trellis Encoders with Shared Decoder Feature Fusion Architecture for Video Motion Segmentation
    Gani Rahmon, Kannappan Palaniappan, Imad Eddine Toubal, Filiz Bunyak, Raghuveer Rao, Guna S. Seetharaman · 2023 · International Journal of Computer Vision
  13. IoUformer: Pseudo-IoU prediction with transformer for visual tracking
    Huayue Cai, Long Lan, Jing Zhang, Xiang Zhang, Yibing Zhan, Zhigang Luo · 2023 · Neural Networks
  14. UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning
    Xuefeng Zhu, Tianyang Xu, Zongtao Liu, Zhangyong Tang, Xiao‐Jun Wu, Josef Kittler · 2024 · International Journal of Computer Vision
  15. RTSformer: A Robust Toroidal Transformer With Spatiotemporal Features for Visual Tracking
    Fengwei Gu, Jun Lu, Chengtao Cai, Qidan Zhu, Zhaojie Ju · 2024 · IEEE Transactions on Human-Machine Systems
  16. HIG: Hierarchical Interlacement Graph Approach to Scene Graph Generation in Video Understanding
    Trong-Thuan Nguyen, Pha Nguyen, Khoa Luu · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  17. DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM
    Xuchen Li, Xiaokun Feng, Shiyu Hu, Meiqi Wu, Dailing Zhang, Jing Zhang, Kaiqi Huang · 2024 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  18. CRACT: Cascaded Regression-Align-Classification for Robust Tracking
    Heng Fan, Haibin Ling · 2021 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  19. Adaptive Subsampling for ROI-Based Visual Tracking: Algorithms and FPGA Implementation
    Odrika Iqbal, Victor Isaac Torres Muro, Sameeksha Katoch, Andreas Spanias, Suren Jayasuriya · 2022 · IEEE Access
  20. STMTrack: Template-free Visual Tracking with Space-time Memory Networks
    Zhihong Fu, Qingjie Liu, Zehua Fu, Yunhong Wang · 2021 · arXiv (Cornell University)
  21. RGB-Sonar Tracking Benchmark and Spatial Cross-Attention Transformer Tracker
    Yunfeng Li, Bo Wang, Jiuran Sun, Xueyi Wu, Ye Li · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
  22. Target–background interaction modeling transformer for object tracking
    Huanlong Zhang, Weiqiang Fu, Rui Qi, Bineng Zhong, Xin Wang, Yanfeng Wang · 2025 · Knowledge-Based Systems
  23. UncTrack: Reliable Visual Object Tracking With Uncertainty-Aware Prototype Memory Network
    Siyuan Yao, Yang Guo, Yanyang Yan, Wenqi Ren, Xiaochun Cao · 2025 · IEEE Transactions on Image Processing
  24. LIX: Implicitly Infusing Spatial Geometric Prior Knowledge Into Visual Semantic Segmentation for Autonomous Driving
    Sicen Guo, Ziwei Long, Zhiyuan Wu, Qijun Chen, Ioannis Pitas, Rui Fan · 2025 · IEEE Transactions on Image Processing
  25. Online Decision Based Visual Tracking via Reinforcement Learning
    Ke Song, Wei Zhang, Ran Song, Yibin Li · 2020 · neural information processing systems
  26. LMD-TShip⋆: Vision Based Large-Scale Maritime Ship Tracking Benchmark for Autonomous Navigation Applications
    Yunxiao Shan, Shanghua Liu, Yunfei Zhang, Min Jing, Huawei Xu · 2021 · IEEE Access
  27. Dynamic Particle Filter Framework for Robust Object Tracking
    Shengjie Li, Shuai Zhao, Bo Hao Cheng, Junliang Chen · 2021 · IEEE Transactions on Circuits and Systems for Video Technology
  28. LTST: Long-term segmentation tracker with memory attention network
    Lang Yu, Baojun Qiao, Huanlong Zhang, Junyang Yu, Xin He · 2022 · Image and Vision Computing
  29. Robust Online Tracking With Meta-Updater
    Jie Wen Zhao, Kenan Dai, Pengyu Zhang, Dong Wang, Huchuan Lu · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  30. Spatio-temporal matching for siamese visual tracking
    Jinpu Zhang, Kaiheng Dai, Ziwen Li, Ruonan Wei, Yuehuan Wang · 2022 · Neurocomputing
  31. Repformer: a robust shared-encoder dual-pipeline transformer for visual tracking
    Fengwei Gu, Jun Lu, Chengtao Cai, Qidan Zhu, Zhaojie Ju · 2023 · Neural Computing and Applications
  32. Visualizing Skiers' Trajectories in Monocular Videos
    Matteo Dunnhofer, Luca Sordi, Christian Micheloni · 2023 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  33. A spatial–temporal contexts network for object tracking
    Kai Huang, Kai Xiao, Jun Chu, Lu Leng, Xingbo Dong · 2023 · Engineering Applications of Artificial Intelligence
  34. Bidirectional Interaction of CNN and Transformer Feature for Visual Tracking
    Baozhen Sun, Zhenhua Wang, Shilei Wang, Yongkang Cheng, Jifeng Ning · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
  35. Middle fusion and multi-stage, multi-form prompts for robust RGB-T tracking
    Qiming Wang, Yongqiang Bai, Hongxing Song · 2024 · Neurocomputing
  36. Divert More Attention to Vision-Language Object Tracking
    Mingzhe Guo, Zhipeng Zhang, Liping Jing, Haibin Ling, Heng Fan · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  37. Spatial-temporal initialization dilemma: towards realistic visual tracking
    Chang Liu, Yongsheng Yuan, Xin Yu Chen, Huchuan Lu, Dong Wang · 2024 · Visual Intelligence
  38. Deep Position-Sensitive Tracking
    Yufei Zha, Tao Ku, Yunqiang Li, Peng Zhang · 2019 · IEEE Transactions on Multimedia
  39. Stream-51: Streaming Classification and Novelty Detection from Videos
    Ryne Roady, Tyler L. Hayes, Hitesh Vaidya, Christopher Kanan · 2020 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  40. Multi-level prediction Siamese network for real-time UAV visual tracking
    Mu Zhu, Hui Zhang, Jing Zhang, Li Zhuo · 2020 · Image and Vision Computing
  41. Generating Masks from Boxes by Mining Spatio-Temporal Consistencies in Videos
    Bin Zhao, Goutam Bhat, Martin Danelljan, Luc Van Gool, Radu Timofte · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
  42. TICNet: A Target-Insight Correlation Network for Object Tracking
    Weijian Ruan, Mang Ye, Yi Wu, Wu Liu, Jun Chen, Chao Liang, Ge Li, Chia‐Wen Lin · 2021 · IEEE Transactions on Cybernetics
  43. A Unified Approach for Tracking UAVs in Infrared
    Jinjian Zhao, Xiaohan Zhang, Pengyu Zhang · 2021 · IEEE International Conference on Computer Vision Workshops
  44. Siamese block attention network for online update object tracking
    Dingkun Xiao, Ke Tan, Zhenzhong Wei, Guangjun Zhang · 2022 · Applied Intelligence
  45. RANet: A Reliability-Guided Aggregation Network for Hyperspectral and RGB Fusion Tracking
    Kai Zhao, Hongjiao Liu, Nan Su, Lu Wang, Yiming Yan · 2022 · Remote Sensing
  46. Few-Shot Video Object Detection
    Qi Fan, Chi–Keung Tang, Yu‐Wing Tai · 2022 · Lecture notes in computer science
  47. Noise-Aware Framework for Robust Visual Tracking
    Shengjie Li, Shuai Zhao, Bo Hao Cheng, Junliang Chen · 2020 · IEEE Transactions on Cybernetics
  48. Learning multi-level graph attentional representation for thermal infrared object tracking
    Peng Gao, Shi-Min Li, Fei Wang, Hamido Fujita, Hanan Aljuaid, Ru-Yue Yuan · 2025 · Engineering Applications of Artificial Intelligence
  49. MambaVLT: Time-Evolving Multimodal State Space Model for Vision-Language Tracking
    Xinqi Liu, Li Zhou, Zikun Zhou, Jianqiu Chen, Zhenyu He · 2025 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  50. Exploiting temporal coherence for self-supervised visual tracking by using vision transformer
    Wenjun Zhu, Zuyi Wang, Xu Li, Jun Hui Meng · 2022 · Knowledge-Based Systems
  51. Robust Tracking via Learning Model Update With Unsupervised Anomaly Detection Philosophy
    Jie Gao, Bineng Zhong, Yan Chen · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
  52. Robust visual tracking based on modified mayfly optimization algorithm
    Yuqi Xiao, Yongjun Wu · 2023 · Image and Vision Computing
  53. Updatable Siamese tracker with two-stage one-shot learning
    Xinglong Sun, Haijiang Sun, Jianan Li · 2023 · Pattern Recognition
  54. Multiple templates transformer for visual object tracking
    Haibo Pang, Jie Su, Rongqi Ma, Tingting Li, Chengming Liu · 2023 · Knowledge-Based Systems
  55. Facing Completely Occluded Short-Term Tracking Based on Correlation Filters
    Yuanming Zhang, Huihui Pan, Jue Wang, Weichao Sun · 2023 · IEEE Transactions on Instrumentation and Measurement
  56. Exploring reliable infrared object tracking with spatio-temporal fusion transformer
    Meibin Qi, Qinxin Wang, Shuo Zhuang, Ke Zhang, Kunyuan Li, Yimin Liu, Yanfang Yang · 2023 · Knowledge-Based Systems
  57. Efficient correlation information mixer for visual object tracking
    Hang Chen, Weiguo Zhang, Danghui Yan, Lei Huang, Chao Yu · 2024 · Knowledge-Based Systems
  58. PPTtrack: Pyramid pooling based Transformer backbone for visual tracking
    Jun Wang, Shuai Yang, Yuanyun Wang, Guang Yang · 2024 · Expert Systems with Applications
  59. The use of reinforcement learning algorithms in object tracking: A systematic literature review
    David Rojas, Marie Chantelle Cruz Medina, Bruno Fernandes, Pablo V. A. Barros · 2024 · Neurocomputing
  60. Diff-Tracker: Text-to-Image Diffusion Models are Unsupervised Trackers
    Zhengbo Zhang, Li Xu, Duo Peng, Hossein Rahmani, Jun Liu · 2024 · Lecture notes in computer science
  61. AutoEval-Video: An Automatic Benchmark for Assessing Large Vision Language Models in Open-Ended Video Question Answering
    Xiuyuan Chen, Yuan Lin, Yuchen Zhang, Weiran Huang · 2024 · Lecture notes in computer science
  62. A transformer based visual tracker with restricted token interaction and knowledge distillation
    Nian Liu, Yi Zhang · 2024 · Knowledge-Based Systems
  63. Benchmarking Deep Trackers on Aerial Videos
    Abu Md Niamul Taufique, Breton Minnehan, Andreas E. Savakis · 2020 · Sensors
  64. Small object detection in aerial view based on improved YoloV3 neural network
    Fuyan Lin, Xin Zheng, Qiang Wu · 2020 · IEEE International Conference on Advances in Electrical Engineering and Computer Applications (AEECA)
  65. Integration of the 3D Environment for UAV Onboard Visual Object Tracking
    Stéphane Vujasinović, Stefan Becker, Timo Breuer, Sebastian Bullinger, Norbert Scherer‐Negenborn, Michael Arens · 2020 · Applied Sciences
  66. IoU-guided Siamese region proposal network for real-time visual tracking
    Lifang Zhou, Yu Qing He, Weisheng Li, Jian‐Xun Mi, Bangjun Lei · 2021 · Neurocomputing
  67. CoCoLoT: Combining Complementary Trackers in Long-Term Visual Tracking
    Matteo Dunnhofer, Christian Micheloni · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  68. Tracking Small and Fast Moving Objects: A Benchmark
    Zhewen Zhang, Fuliang Wu, Yuming Qiu, Jingdong Liang, Shuiwang Li · 2023 · Lecture notes in computer science
  69. GAN-based person search via deep complementary classifier with center-constrained Triplet loss
    Rui Yao, Cunyuan Gao, Shixiong Xia, Jiaqi Zhao, Yong Zheng Zhou, Fuyuan Hu · 2020 · Pattern Recognition
  70. A Comprehensive Approach for UAV Small Object Detection with Simulation-based Transfer Learning and Adaptive Fusion
    Rui Chen, Youwei Guo, Huafei Zheng, Hongyu Jiang · 2021 · arXiv (Cornell University)
  71. Open-Vocabulary Multi-Object Tracking With Domain Generalized and Temporally Adaptive Features
    Run Li, Dawei Zhang, Yanchao Wang, Yunliang Jiang, Zheng Zheng, Sang-Woon Jeon, Hua Wang · 2025 · IEEE Transactions on Multimedia
  72. Remote Sensing Video Tracking: Current Status, Challenges, and Future
    Fang Liu, Jiahao Wang, Licheng Jiao, Jie Zhang, Hao Wang, Shuo Li, Lingling Li, Puhua Chen, Xu Liu, Wenping Ma et al. · 2025 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  73. XTrack: Multimodal Training Boosts RGB-X Video Object Trackers
    Yuedong Tan, Zongwei Wu, Yuqian Fu, Zhuyun Zhou, Guolei Sun, Eduard Zamfir, Ma Ch, Danda Pani Paudel, Luc Van Gool, Radu Timofte · 2025 · IEEE/CVF International Conference on Computer Vision (ICCV)
  74. Hierarchical memory-guided long-term tracking with meta transformer inquiry network
    Xingmei Wang, Guohao Nie, Boquan Li, Yilin Zhao, Minyang Kang, Bo Liu · 2023 · Knowledge-Based Systems
  75. Global Dilated Attention and Target Focusing Network for Robust Tracking
    Yun Liang, Qiaoqiao Li, Fumian Long · 2023 · Proceedings of the AAAI Conference on Artificial Intelligence
  76. A Complex-Former Tracker With Dynamic Polar Spatio-Temporal Encoding
    Xiaotong Li, Licheng Jiao, Hao Zhu, Zhongjian Huang, Fang Liu, Lingling Li, Puhua Chen, Shuyuan Yang · 2023 · IEEE Transactions on Neural Networks and Learning Systems
  77. SiamCA: Siamese visual tracking with customized anchor and target-aware interaction
    Shaochi Pan, Canlong Zhang, Zhixin Li, Liaojie Hu · 2023 · Expert Systems with Applications
  78. Visual tracking in camera-switching outdoor sport videos: Benchmark and baselines for skiing
    Matteo Dunnhofer, Christian Micheloni · 2024 · Computer Vision and Image Understanding
  79. Sequential Fusion Based Multi-Granularity Consistency for Space-Time Transformer Tracking
    Kun Hu, Wenjing Yang, Wanrong Huang, Xianchen Zhou, Mingyu Cao, Jing Ren, Huibin Tan · 2024 · Proceedings of the AAAI Conference on Artificial Intelligence
  80. CTIFTrack: Continuous Temporal Information Fusion for object track
    Zhiguo Zhang, Zhiqing Guo, Liejun Wang, Yongming Li · 2024 · Expert Systems with Applications
  81. Adaptive Perception for Unified Visual Multimodal Object Tracking
    Xiantao Hu, Bineng Zhong, Qihua Liang, Liangtao Shi, Zhiyi Mo, Ying Yu Tai, Jian Yang · 2025 · IEEE Transactions on Artificial Intelligence
  82. BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking
    Hanzheng Wang, Wei Li, Xiang‐Gen Xia, Qian Du · 2025 · IEEE Transactions on Neural Networks and Learning Systems
  83. POST: POlicy-Based Switch Tracking
    Ning Wang, Wengang Zhou, Guo-Jun Qi, Houqiang Li · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
  84. Diminishing-feature attack: The adversarial infiltration on visual tracking
    Wattanapong Suttapak, Jianfu Zhang, Liqing Zhang · 2022 · Neurocomputing
  85. Transformer-based moving target tracking method for Unmanned Aerial Vehicle
    Nianyi Sun, Jin Zhao, Guangwei Wang, Chang Liu, Peng Liu, Xiong Tang, Jinbiao Han · 2022 · Engineering Applications of Artificial Intelligence
  86. Kernel-Correlated Filtering Target Tracking Algorithm Based on Multi-Features Fusion
    He Yan, Min Xie, Peng Wang, Yang Zhang, Cheng Luo · 2019 · IEEE Access
  87. Visual Object Tracking via Guessing and Matching
    Ke Song, Wei Zhang, Weizhi Lu, Zheng-Jun Zha, Xiangyang Ji, Yibin Li · 2019 · IEEE Transactions on Circuits and Systems for Video Technology
  88. Remove Cosine Window From Correlation Filter-Based Visual Trackers: When and How
    Feng Li, Xiaohe Wu, Wangmeng Zuo, David D. Zhang, Lei Zhang A · 2020 · IEEE Transactions on Image Processing
  89. HCDC-SRCF tracker: Learning an adaptively multi-feature fuse tracker in spatial regularized correlation filters framework
    Bing Liu, Xiaojun Chang, Di Yuan, Yong Yang · 2021 · Knowledge-Based Systems
  90. Drone-Person Tracking in Uniform Appearance Crowd: A New Dataset
    Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Abdulhadi Shoufan, Yahya Zweiri, Naoufel Werghi · 2024 · Scientific Data
  91. Visual object tracking: Review and challenges
    Zeshi Chen, Caiping Peng, Shuai Liu, Weiping Ding · 2025 · Applied Soft Computing
  92. Mining representative tokens via transformer-based multi-modal interaction for RGB-T tracking
    Pujian Lai, Dong Gao, Shilei Wang, Gong Cheng · 2025 · Pattern Recognition
  93. Depth–area estimation-based hyperspectral video tracker for scale variation adaptation
    Dong Zhao, Jie Yu, Yuqing Wei, Kunpeng Huang, Pei Xiang, Huixin Zhou, Yuta Asano, Yunpeng Li, Pattathal V. Arun · 2026 · Engineering Applications of Artificial Intelligence
  94. A Novel Algorithm Based on a Common Subspace Fusion for Visual Object Tracking
    Sajid Javed, Arif Mahmood, Ihsan Ullah, Thierry Bouwmans, Majid Khonji, Jorge M.M. Dias, Naoufel Werghi · 2022 · IEEE Access
  95. Siamese Transformer Network: Building an autonomous real-time target tracking system for UAV
    Xiaolou Sun, Qi Wang, Fei Xie, Zhibin Quan, Wei Wang, Hao Wang, Yuncong Yao, Wankou Yang, Satoshi Suzuki · 2022 · Journal of Systems Architecture
  96. UStark: underwater image domain-adaptive tracker based on Stark
    Yunfeng Li, Wei Huo, Zhuoyan Liu, Bo Wang, Ye Li · 2022 · Journal of Electronic Imaging
  97. Feature Distillation Siamese Networks for Object Tracking
    Hanlin Huang, Guixi Liu, Yi Zhang, Ruke Xiong · 2022 · Applied Soft Computing
  98. An IoU-aware Siamese network for real-time visual tracking
    Bingbing Wei, Hongyu Chen, Siqi Cao, Qinghai Ding, Haibo Luo · 2023 · Neurocomputing
  99. ViT Spatio-Temporal Feature Fusion for Aerial Object Tracking
    Chuangye Guo, Kang Liu, Deng Dong-hu, Xuelong Li · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
  100. SiamMAN: Siamese Multi-Phase Aware Network for Real-Time Unmanned Aerial Vehicle Tracking
    Faxue Liu, Xuan Wang, Qiqi Chen, Jinghong Liu, Chenglong Liu · 2023 · Drones