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)
DOI 10.1109/cvpr.2019.00552

Cited by (1,001)

Items 901–1,000 of 1,001

  1. SiamX: An Efficient Long-term Tracker Using Cross-level Feature Correlation and Adaptive Tracking Scheme
    Huajian Huang, Sai-Kit Yeung · 2022 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  2. Fast and Robust Visual Tracking with Few-Iteration Meta-Learning
    Zhenxin Li, Xuande Zhang, Long Xu, Weiqiang Zhang · 2022 · Sensors
  3. Context‐aware Siamese network for object tracking
    Jianwei Zhang, Jingchao Wang, Huanlong Zhang, Mengen Miao, Di Wu · 2022 · IET Image Processing
  4. A Dynamic Adjust‐Head Siamese network for object tracking
    Shoumeng Qiu, Yuzhang Gu, Minghong Chen, Zeqiang Yuan, Zehao Yao, Xiaolin Zhang · 2022 · IET Computer Vision
  5. Siamese visual tracking with multilayer feature fusion and corner distance IoU loss
    Weisheng Li, Junye Zhu · 2022 · Journal of Visual Communication and Image Representation
  6. Self-aware circular response-guided attention for robust siamese tracking
    Huibin Tan, Mengzhu Wang, Tianyi Liang, Liyang Xu, Yuhua Tang, Long Lan, Wenjing Yang · 2022 · Applied Intelligence
  7. SiamLight: lightweight networks for object tracking via attention mechanisms and pixel-level cross-correlation
    Yue Lin, Mengfan Li, Xingzhu Liang, Chenxing Xia · 2023 · Journal of Real-Time Image Processing
  8. Object-Tracking Algorithm Combining Motion Direction and Time Series
    Jianjun Su, Chenmou Wu, Shuqun Yang · 2023 · Applied Sciences
  9. MTAtrack: Multilevel transformer attention for visual tracking
    Dong An, Fan Zhang, Yuqian Zhao, Biao Luo, Chunhua Yang, Baifan Chen, Lingli Yu · 2023 · Optics & Laser Technology
  10. Infrared target tracking based on transformer
    Xi Zhou, Xiaohong Li · 2023 · International Conference on Electronic Technology and Information Science (ICETIS)
  11. Learning Motion-Perceive Siamese network for robust visual object tracking
    Ze Kang, Tianyang Xu, Xuefeng Zhu, Xiao‐Jun Wu · 2023 · Pattern Recognition Letters
  12. Attention fusion and target-uncertain detection for discriminative tracking
    Xuedong He, Calvin Yu‐Chian Chen · 2023 · Knowledge-Based Systems
  13. Progressive Domain-style Translation for Nighttime Tracking
    Jinpu Zhang, Ziwen Li, Ruonan Wei, Yuehuan Wang · 2023 · ACM International Conference on Multimedia (ACM MM)
  14. Learning Self-Corrective Network via Adaptive Self-Labeling and Dynamic NMS for High-Performance Long-Term Tracking
    Zhuohong Zhang, Wanli Xue, Kaihua Zhang, Bo Liu, Chengwei Zhang, Jingen Liu, Shengyong Chen · 2023 · IEEE Transactions on Neural Networks and Learning Systems
  15. CVTrack: Combined Convolutional Neural Network and Vision Transformer Fusion Model for Visual Tracking
    Jian Wang, Yueming Song, Ce Song, Haonan Tian, Shuai Zhang, Jinghui Sun · 2024 · Sensors
  16. Tracking in tracking: An efficient method to solve the tracking distortion
    Jinzhen Yao, Zhixing Wang, Jianlin Zhang, Qintao Hu, Chuanming Tang, Qiliang Bao, Zhenming Peng · 2024 · Engineering Applications of Artificial Intelligence
  17. Enhancing Tracking Robustness with Auxiliary Adversarial Defense Networks
    Zhewei Wu, Ruilong Yu, Qihe Liu, Shuying Cheng, Shilin Qiu, Shijie Zhou · 2024 · Lecture notes in computer science
  18. Structured and Consistent Multi-Layer Multi-Kernel Subtask Correction Filter Tracker
    Baojie Fan, Yang Cong, Yandong Tang, Jiandong Tian, Chenliang Xu · 2020 · IEEE Transactions on Circuits and Systems for Video Technology
  19. Study of UAV tracking based on CNN in noisy environment
    Zhuojin Sun, Yong Wang, Chen Gong, Robert Laganière · 2020 · Multimedia Tools and Applications
  20. Robust Tracking For Motion Blur Via Context Enhancement
    Zhongjie Mao, Xi Chen, Yucheng Wang, Jia Yan · 2021 · Proceedings - International Conference on Image Processing
  21. Adaptive Spatial-Temporal Regularization for Correlation Filters Based Visual Object Tracking
    Fei Chen, Xiaodong Wang · 2021 · Symmetry
  22. Triple attention and global reasoning Siamese networks for visual tracking
    Ping Shu, Keying Xu, Hua Bao · 2022 · Machine Vision and Applications
  23. A Distilled Model for Tracking and Tracker Fusion.
    Matteo Dunnhofer, Niki Martinel, Christian Micheloni · 2020 · arXiv (Cornell University)
  24. CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking
    Heng Fan, Haibin Ling · 2020 · arXiv (Cornell University)
  25. Learning to Fuse Asymmetric Feature Maps in Siamese Trackers
    Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen · 2020 · arXiv (Cornell University)
  26. Predictive Visual Tracking: A New Benchmark and Baseline Approach
    Bowen Li, Yiming Li, Junjie Ye, Changhong Fu, Hang Zhao · 2021 · arXiv (Cornell University)
  27. Tracking Without Re-recognition in Humans and Machines
    Drew A. Linsley, Girik Malik, Junkyung Kim, Lakshmi Narasimhan Govindarajan, Ennio Mingolla B, Serre, Thomas · 2021 · arXiv (Cornell University)
  28. Unsupervised Lightweight Single Object Tracking with UHP-SOT++
    Zhiruo Zhou, Hongyu Fu, Suya o. You, C.‐C. Jay Kuo · 2021 · arXiv (Cornell University)
  29. Dual-stream Multi-modal Interactive Vision-language Tracking
    Zhiyi Mo, Guangtong Zhang, Jian Nong, Bineng Zhong, Zhi Li · 2024 · ACM International Conference on Multimedia in Asia (MMAsia)
  30. Historical states modeling for visual tracking
    Junyi Shi, Yang Yu, Bin Hui, Jian Shi, Haibo Luo · 2025 · Neural Computing and Applications
  31. A Swiss Army Knife for Tracking by Natural Language Specification
    Kaige Mao, Xiaopeng Hong, Xiaopeng Fan B, Wangmeng Zuo · 2025 · IEEE Transactions on Image Processing
  32. Vision-language discriminative fusion network for object tracking
    Jianwei Zhang, Xinyu Yan, Huanlong Zhang, Lixin Xu, Bin Jiang, Bineng Zhong · 2025 · The Journal of Supercomputing
  33. Gen4Track: A Tuning-free Data Augmentation Framework via Self-correcting Diffusion Model for Vision-Language Tracking
    Jiawei Ge, Xinyu Zhang, Jiuxin Cao, Xuelin Zhu, Weijia Liu, Qingqing Gao, Biwei Cao, Kun Wang, Chang Liu, Bo Liu et al. · 2025 · ACM International Conference on Multimedia (ACM MM)
  34. Camouflaged Object Tracking: A Benchmark
    Xiaoyu Guo, Pengzhi Zhong, Hao Zhang, Dongyu Huang, Huikai Shao, Qijun Zhao, Shuiwang Li · 2025 · ACM International Conference on Multimedia (ACM MM)
  35. CVTOT: A Cross-Video Tiny Object Tracking Method and Dataset for Earth Observation Videos
    Zilong Li, Peng Yue, Chenxiao Zhang · 2025 · IEEE Transactions on Geoscience and Remote Sensing
  36. Surveillance to self-driving: a comprehensive review of object detection and tracking paradigms
    Puja Das, Chitra Jain, Kamal Kumar Gola · 2026 · Iran Journal of Computer Science
  37. Wild Animal Tracking with High-Quality Segment Anything Model and Domain Adaptation
    Ganggang Huang, Fasheng Wang, Binbin Wang, Hanwei Li, Mingshu Zhang, Mengyin Wang, Fuming Sun, Haojie Li · 2026 · International Journal of Computer Vision
  38. USGA: unified intra- and cross-scale features with global–local aggregation for long-term tracking
    Xianxin Jia, Zhiqiang Hou, Hao Yue, Shuai Hu, Sugang Ma, Xiaobao Yang, Lei Pu · 2026 · Multimedia Systems
  39. Unified Spatio-Temporal Tracking via Adaptive Embedding and Temporal Context Modeling
    Xianxin Jia, Zhiqiang Hou, Sugang Ma, Lei Pu · 2026 · Knowledge-Based Systems
  40. Leveraging Text-to-Image Diffusion Models for Unsupervised Visual Object Tracking
    Zhengbo Zhang, Zhigang Tu, Junsong Yuan, De Wen Soh, Bo Du · 2026 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  41. Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking
    Madhu Kiran, Le Thanh Nguyen-Meidine, Rajat Sahay, Rafael M. O. Cruz, Louis-Antoine Blais-Morin, Éric Granger · 2022 · International Joint Conference on Neural Networks (IJCNN)
  42. Discriminative target predictor based on temporal-scene attention context enhancement and candidate matching mechanism
    Baiheng Cao, Xuedong Wu, Xianfeng Zhang, Yaonan Wang, Zhiwei Ma · 2023 · Expert Systems with Applications
  43. 深度学习单目标跟踪方法的基础架构研究进展
    许廷发 Xu Ting-fa, 王颖 Wang Ying, Shi Guokai, 李天昊 Li Tianhao, 李佳男 Li Jianan · 2023 · Acta Optica Sinica
  44. Enhancing Transformer Tracking Using NF-ResNet and ResNeXT Backbones
    Sourabh Verma, Rajesh Kumar Singla, Om Prakash Verma, Richa Sharma, Himanshu Gupta, Tarun Kumar Sharma, Ammar Muthanna · 2024 · Lecture notes in networks and systems
  45. Target–distractor memory joint tracking algorithm via Credit Allocation Network
    Huanlong Zhang, Panyun Wang, Zhiwu Chen, Jie Zhang, Linwei Li · 2024 · Machine Vision and Applications
  46. Motion-aware object tracking for aerial images with deep features and discriminative correlation filter
    İbrahim Delibaşoğlu · 2024 · Multimedia Tools and Applications
  47. Twofold Structured Features-Based Siamese Network for Infrared Target Tracking
    Weijie Yan, Guohua Gu, Yunkai Xu, Xiaofang Kong, Ajun Shao, Qian Chen, Minjie Wan · 2024 · IEEE Transactions on Computational Social Systems
  48. Separation Fusion Transformer and Efficient Reuse Matching Network for Aerial Tracking
    Anping Deng, Dianbing Chen, Guangliang Han, Hang Yang, Zhichao Liu, Faxue Liu · 2024 · IEEE Geoscience and Remote Sensing Letters
  49. A Long-Term Vehicle Tracking Algorithm of Correlation Filter Optimized by Swarm Intelligence Tracking Framework
    He Huang, Wenlong Li, Mingbo Niu, Md Sipon Miah, Tao Gao, Huifeng Wang · 2024 · IEEE Transactions on Geoscience and Remote Sensing
  50. Parameter-efficient fine-tuning for single image snow removal
    Xinwei Dai, Yuanbo Zhou, Xintao Qiu, Hui Tang, Tong Tong · 2024 · Expert Systems with Applications
  51. Transformer tracking with auxiliary search token
    Zhi Chen, Lijun Liu, Zhen Yu · 2025 · Expert Systems with Applications
  52. Learning color prompt and position constraint for visual tracking
    Xuedong He, Huiying Xu, Xinzhong Zhu, Hongbo Li, Xiao Huang, Yunliang Jiang · 2025 · Engineering Applications of Artificial Intelligence
  53. DARTer: Dynamic Adaptive Representation Tracker for Nighttime UAV Tracking
    Xuzhao Li, Xuchen Li, Shiyu Hu · 2025 · International Conference on Multimedia Retrieval
  54. Visual tracking by matching points using diffusion model
    Mohamad Alansari, Iyyakutti Iyappan Ganapathi, Sara Alansari, Hasan Al-Marzouqi, Sajid Javed · 2025 · Alexandria Engineering Journal
  55. Hierarchical Spatial–Temporal UAV Tracking With Three-Dimensional Wavelets for Road Traffic Surveillance
    Xuyi Fan, Hongguang Li, Yangzhu Wang, Minghao Zhao, Li Shen · 2025 · IEEE Transactions on Intelligent Transportation Systems
  56. 360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos
    Yinzhe Xu, Huajian Huang, Yingshu Chen, Sai-Kit Yeung · 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  57. HyperTrack: A Unified Network for Hyperspectral Video Object Tracking
    Yuedong Tan, Wenfang Sun, Jingyuan Li, Shuwei Hou, Xiaobo Li, Zhe Wang, Beibei Song · 2025 · IEEE Transactions on Circuits and Systems for Video Technology
  58. HLSOT: A Hybrid Learning Framework for Satellite Video Object Tracking
    Li Bing Bai, Yaowen Li, Huajie Wang, Yu Liu, Zhizhuo Jiang, Xueqian Wang, Gang Li, You He · 2025 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  59. FocusTrack: One-Stage Focus-and-Suppress Framework for 3D Point Cloud Object Tracking
    Sifan Zhou, Jiahao Nie, Ziyu Zhao, Yichao Cao, Xiaobo Lu · 2025 · ACM International Conference on Multimedia (ACM MM)
  60. Proposal-Based Visual Tracking Using Spatial Cascaded Transformed Region Proposal Network
    Ximing Zhang, Shujuan Luo, Xuewu Fan · 2020 · Sensors
  61. Incremental visual tracking via sparse discriminative classifier
    Rajkumari Bidyalakshmi Devi, Yambem Jina Chanu, Kh. Manglem Singh · 2021 · Multimedia Systems
  62. Towards accurate estimation for visual object tracking with multi-hierarchy feature aggregation
    Jingjing Wu, Jianguo Jiang, Meibin Qi, Xiaohong Li · 2021 · Neurocomputing
  63. Siamese single object tracking algorithm with natural language prior
    Qianli Zhou, Rong Wang, Jinze Li, Tian Naiqian, Wenjin Zhang · 2021 · Frontiers of Computer Science
  64. Adaptive Multi-Feature Fusion for Robust Object Tracking
    Mengxue Liu, Yujuan Qi, Yanjiang Wang, Baodi Liu · 2021 · Proceedings - International Conference on Image Processing
  65. Adaptive Correlation Filters Feature Fusion Learning for Visual Tracking
    Hongtao Yu, Pengfei Zhu · 2021 · Lecture notes in computer science
  66. UUCT - HyMP: Towards Tracking Dispersed Crowd Groups from UAVs
    Tonmoay Deb, Mahieyin Rahmun, Shahriar Ali Bijoy, Mayamin Hamid Raha, Mohammad Ashrafuzzaman Khan · 2021 · International Joint Conference on Neural Networks (IJCNN)
  67. An Adaptive Template Update Network for Siamese Trackers
    Tianyu Zhang, Yan Yan · 2021 · IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)
  68. FESTH: Visual Tracking with Feature Enhancement and Space-time History Frame Networks
    Yanhui Zhuang, Chaoqun Hong, Xuebai Zhang, Chaohui Tang, Huifen Zhou · 2021 · IEEE International Conference on Big Data (BigData)
  69. Selective part‐based correlation filter tracking algorithm with reinforcement learning
    Zhengzhi Lu, Yongqing Yang, Deyang Liu, Junjie Yang, Yong Yang, Chuanbo Zhou · 2021 · IET Image Processing
  70. Feature-Based Attack on Visual Tracking
    Wattanapong Suttapak · 2021 · International Computer Science and Engineering Conference
  71. Quality Aware Features for Performance Prediction and Time Reduction in Video Object Tracking
    Roger Gomez Nieto, José Francisco Ruiz-Muñoz, Juan Beron, César A. Ardila Franco, Hernán Darío Benítez-Restrepo, Alan Conrad Bovik · 2022 · IEEE Access
  72. Object Tracking Using Siamese Network-Based Reinforcement Learning
    Sung Jun Park, Seung-Jun Hwang, Joong-Hwan Baek · 2022 · IEEE Access
  73. Adaptive Multi-Feature Fusion Visual Target Tracking Based on Siamese Neural Network with Cross-Attention Mechanism
    Qian Zhou, Haoran Xia, Hongzheng Yan, Ming–Hsuan Yang, Shidong Chen · 2022 · IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
  74. Deep Decoupling Classification and Regression for Visual Tracking
    Guang Han, Ruiyu Yang, Hua Gao, Sam Kwong · 2022 · IEEE Transactions on Cognitive and Developmental Systems
  75. Target-Cognisant Siamese Network for Robust Visual Object Tracking
    Yingjie Jiang, Xiaoning Song, Tianyang Xu, Zhenhua Feng, Xiao‐Jun Wu, Josef Kittler · 2022 · Pattern Recognition Letters
  76. QuadTreeCapsule: QuadTree Capsules for Deep Regression Tracking
    Ding Ma, Xiangqian Wu · 2022 · ACM International Conference on Multimedia (ACM MM)
  77. Dynamic Template Update for Visual Object Tracking
    Kibum Yun, Kyujin Shim, Kangwook Ko, Changick Kim · 2022 · Proceedings - International Conference on Image Processing
  78. Siamese network based on global and local feature matching for object tracking
    Ziming Zhao, Mengle Zuo, Junyang Yu, Xin He, Yalin Song, Rui Zhai · 2022 · Journal of Electronic Imaging
  79. Siamese hierarchical feature fusion transformer for efficient tracking
    Jiahai Dai, Yunhao Fu, Songxin Wang, Yuchun Chang · 2022 · Frontiers in Neurorobotics
  80. Distilling Siamese Trackers with Attention Mask
    Han Sun, Yongqiang Bai, Wenbo Zhang · 2022 · Chinese Control Conference (CCC)
  81. Online Feature Classification and Clustering for Transformer-based Visual Tracker
    Zhuojun Zou, Jie Hao, Lin Shu · 2022 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  82. Multilayer Perceptron Generative Model via Adversarial Learning for Robust Visual Tracking
    Eman R. AlBasiouny, Abdel-Fattah A. Attia, Hossam E. Abd El Munim, Hazem M. Abbas · 2022 · IEEE Access
  83. Multi-template global re-detection based on Gumbel-Softmax in long-term visual tracking
    Zhiqiang Hou, Jingyuan Ma, Wangsheng Yu, Zhilong Yang, Sugang Ma, Jiulun Fan · 2023 · Applied Intelligence
  84. Capsule-Based Regression Tracking via Background Inpainting
    Ding Ma, Xiangqian Wu · 2023 · IEEE Transactions on Image Processing
  85. Multi-Task Probabilistic Regression With Overlap Maximization for Visual Tracking
    Zihang Feng, Liping Yan, Yuanqing Xia, Bo Xiao · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
  86. A review of visible single target tracking based on Siamese networks
    Wenji Yin, Zecong Ye, Yueping Peng, Wenchao Liu · 2023 · International Conference on Electronic Communication and Artificial Intelligence (ICECAI)
  87. Structural-appearance information fusion for visual tracking
    Yuping Zhang, Zepeng Yang, Bo Ma, Jiahao Wu, Fusheng Jin · 2023 · The Visual Computer
  88. Know Who You Are: Learning Target-Aware Transformer for Object Tracking
    Zhuojun Zou, Xuexin Liu, Yuanpei Zhang, Lin Shu, Jie Hao · 2023 · IEEE International Conference on Multimedia and Expo (ICME)
  89. Attacking the tracker with a universal and attractive patch as fake target
    Ze Zhou, Yinghui Sun, Quansen Sun, Chaobo Li, Zhenwen Ren · 2023 · Information Sciences
  90. Learning Template-Constraint Real-Time Siamese Tracker for Drone AI Devices via Concatenation
    Zhewei Wu, Qihe Liu, Shijie Zhou, Shilin Qiu, Zhun Zhang, Yi Zeng · 2023 · Drones
  91. End-to-end wavelet block feature purification network for efficient and effective UAV object tracking
    Haijun Wang, Lihua Qi, Haoyu Qu, Wenlai Ma, Wei Yuan, Wei Hao · 2023 · Journal of Visual Communication and Image Representation
  92. Attention-Based Transformer Thermal Infrared Tracker
    Changan Wei, Qiqi Li, Baoqin Zhang, Shouda Jiang · 2023 · IEEE International Conference on Electronic Measurement & Instruments
  93. Transparent Object Tracking with Enhanced Fusion Module
    Kalyan Garigapati, Erik Blasch, Jie Wei, Haibin Ling · 2023 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  94. Evolution of Siamese Visual Tracking with Slot Attention
    Jian Wang, Xiangzhou Ye, Dongjie Wu, Jinfu Gong, Xinyi Tang, Zheng Li · 2024 · Electronics
  95. Exploiting multi-scale hierarchical feature representation for visual tracking
    Jun Wang, Peng Yin, Wenhui Yang, Yuanyun Wang, Shengqian Wang · 2024 · Complex & Intelligent Systems
  96. Rethinking Similar Object Interference in Single Object Tracking
    Yipei Wang, Shiyu Hu, Xin Zhao · 2023
  97. PHYOT: Physics-Informed Object Tracking in Surveillance Cameras
    Kawisorn Kamtue, José M. F. Moura, Orathai Sangpetch, P. Garcia · 2023 · IEEE International Conference on Acoustics, Speech, and Signal Processing
  98. Joint Language Prompt and Object Tracking
    ZhiMin Weng, Jinpu Zhang, Yuehuan Wang · 2024 · IEEE International Conference on Multimedia and Expo (ICME)
  99. Tracking Transforming Objects: A Benchmark
    You De Wu, Yuelong Wang, Yaxin Liao, Fuliang Wu, Hengzhou Ye, Shuiwang Li · 2024 · Lecture notes in computer science
  100. Multi-Modal Understanding and Generation for Object Tracking
    Hong Bo Zhu, Pingping Zhang, Lei Xue, Guanglin Yuan · 2024 · IEEE Transactions on Circuits and Systems for Video Technology