Object Tracking Benchmark

Wu, Yi, Lim, Jongwoo, Yang, Ming-Hsuan·2015·IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI 10.1109/tpami.2014.2388226

Cited by (1,002)

Items 501–600 of 1,002

  1. Beyond Local Search: Tracking Objects Everywhere with Instance-Specific Proposals
    Gao Zhu, Fatih Porikli, Hongdong Li · 2016 · arXiv (Cornell University)
  2. Watching the World Go By: Representation Learning from Unlabeled Videos
    Gordon, Daniel, Kiana Ehsani, Dieter Fox, Ali Farhadi · 2020 · arXiv (Cornell University)
  3. Learning Patch-Based Dynamic Graph for Visual Tracking
    Chenglong Li, Liang Lin, Wangmeng Zuo, Jin Tang · 2017 · Proceedings of the AAAI Conference on Artificial Intelligence
  4. Online Scale Adaptive Visual Tracking Based on Multilayer Convolutional Features
    Xin Wang, Zhiqiang Hou, Wangsheng Yu, Zefenfen Jin, Yufei Zha, Xianxiang Qin · 2017 · IEEE Transactions on Cybernetics
  5. Event-Guided Structured Output Tracking of Fast-Moving Objects Using a CeleX Sensor
    Jing Huang, Shizheng Wang, Menghan Guo, Shoushun Chen · 2018 · IEEE Transactions on Circuits and Systems for Video Technology
  6. Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking
    Yuhui Zheng, Le Sun, Shunfeng Wang, Jianwei Zhang, Jifeng Ning · 2018 · IEEE Transactions on Neural Networks and Learning Systems
  7. When Correlation Filters Meet Siamese Networks for Real-Time Complementary Tracking
    Dongdong Li, Fatih Porikli, Gongjian Wen, Yangliu Kuai · 2019 · IEEE Transactions on Circuits and Systems for Video Technology
  8. A Memory Model Based on the Siamese Network for Long-Term Tracking
    Hankyeol Lee, Seokeon Choi, Changick Kim · 2019 · Lecture notes in computer science
  9. Robust visual tracking with channel attention and focal loss
    Dongdong Li, Gongjian Wen, Yangliu Kuai, Lingxiao Zhu, Fatih Porikli · 2019 · Neurocomputing
  10. Siamese Regression Tracking With Reinforced Template Updating
    Fei Zhao, Ting Zhang, Yibing Song, Ming Tang, Xiaobo Wang, Jinqiao Wang · 2020 · IEEE Transactions on Image Processing
  11. Kalman Filter for Spatial-Temporal Regularized Correlation Filters
    Sheng Feng, Keli Hu, En Fan, Liping Zhao, Chengdong Wu · 2021 · IEEE Transactions on Image Processing
  12. Bilateral Weighted Regression Ranking Model With Spatial-Temporal Correlation Filter for Visual Tracking
    Hu Zhu, Hao Peng, Guoxia Xu, Lizhen Deng, Yueying Cheng, Aiguo Song · 2021 · IEEE Transactions on Multimedia
  13. A UHF RFID-Based Dynamic Object Following Method for a Mobile Robot Using Phase Difference Information
    Chong Hu Wu, Bo Tao, Haibing Wu, Zeyu Gong, Zhouping Yin · 2021 · IEEE Transactions on Instrumentation and Measurement
  14. Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking
    Martin Danelljan, Häger, Gustav, Fahad Shahbaz Khan · 2016 · arXiv (Cornell University)
  15. Target-Distractor Aware UAV Tracking via Global Agent
    Yuanliang Xue, Guodong Jin, Tao Shen, Lining Tan, Nian Wang, Jing Gao, Ye Yu, Siyuan Tian · 2025 · IEEE Transactions on Intelligent Transportation Systems
  16. A system on chip-based real-time tracking system for amphibious spherical robots
    Shuxiang Guo, Shaowu Pan, Xiaoqiong Li, Liwei Shi, Pengyi Zhang, Ping Guo, Yan‐Lin He · 2017 · International Journal of Advanced Robotic Systems
  17. Robust visual tracking via scale-and-state-awareness
    Yuankai Qi, Lei Qin, Shengping Zhang, Qingming Huang, Hongxun Yao · 2018 · Neurocomputing
  18. Monocular Long-Term Target Following on UAVs
    Rui Li, Minjian Pang, Cong Zhao, Guyue Zhou, Lu Fang · 2016 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
  19. Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking
    Guanghan Ning, Zhi Zhang, Chen Huang · 2016 · arXiv (Cornell University)
  20. Learning background-aware and spatial-temporal regularized correlation filters for visual tracking
    Jianming Zhang, Yaoqi He, Wenjun Feng, Jin Wang, Naixue N. Xiong · 2022 · Applied Intelligence
  21. Detection based visual tracking with convolutional neural network
    Yong Wang, Xinbin Luo, Lu Ding, Shan Fu, Xian Wei · 2019 · Knowledge-Based Systems
  22. Visual Tracking via Hierarchical Deep Reinforcement Learning
    Dawei Zhang, Zheng Zheng, Riheng Jia, Minglu Li · 2021 · Proceedings of the AAAI Conference on Artificial Intelligence
  23. 'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking
    Bin Yan, Haojie Zhao, Dong Wang · 2019 · arXiv (Cornell University)
  24. Learning transform-aware attentive network for object tracking
    Xiankai Lu, Bingbing Ni, Chao Ma, Xiaokang Yang · 2019 · Neurocomputing
  25. Mosaic gradient histogram for object tracking in DoFP infrared polarization imaging
    Xinbo Qiao, Yongqiang Zhao, Lulu Chen, Seong G. Kong, Jonathan Cheung-Wai Chan · 2022 · ISPRS Journal of Photogrammetry and Remote Sensing
  26. Object tracking based on online representative sample selection via non-negative least square
    Weihua Ou, Di Yuan, Qiao Liu, Yongfeng Cao · 2017 · Multimedia Tools and Applications
  27. Total Variation Regularization Term-Based Low-Rank and Sparse Matrix Representation Model for Infrared Moving Target Tracking
    Minjie Wan, Guohua Gu, Weixian Qian, Kan Ren, Qian Chen, Hai Zhang, Xavier Maldague · 2018 · Remote Sensing
  28. Deep motion and appearance cues for visual tracking
    Martin Danelljan, Goutam Bhat, Susanna Gladh, Fahad Shahbaz Khan, Michael Felsberg · 2018 · Pattern Recognition Letters
  29. Large Margin Structured Convolution Operator for Thermal Infrared Object Tracking
    Peng Gao, Yipeng Ma, Ke Song, Chao Li, Fei Wang, Liyi Xiao · 2018 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  30. Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning
    Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han · 2020 · Proceedings of the AAAI Conference on Artificial Intelligence
  31. Siamese Tracking Network With Informative Enhanced Loss
    Shengjing Tian, Xiuping Liu, Meng Liu, Shuhua Li, Baocai Yin · 2020 · IEEE Transactions on Multimedia
  32. Underwater Object Tracking Benchmark and Dataset
    Landry Kezebou, Victor Oludare, Karen A. Panetta, Sos С. Agaian · 2019 · IEEE Conference on Technologies for Homeland Security (HST)
  33. DAL: A Deep Depth-Aware Long-term Tracker
    Yanlin Qian, Song Yan, Alan Lukežič, Matej Kristan, Joni‐Kristian Kämäräinen, Jiřı́ Matas · 2021 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  34. Long-term visual tracking algorithm for UAVs based on kernel correlation filtering and SURF features
    Jiwei Fan, Xiaogang Yang, Ruitao Lu, Weipeng Li, Yueping Huang · 2022 · The Visual Computer
  35. Deep Reinforcement Learning-Based DQN Agent Algorithm for Visual Object Tracking in a Virtual Environmental Simulation
    Jin‐Hyeok Park, Khurshedjon Farkhodov, Suk‐Hwan Lee, Ki‐Ryong Kwon · 2022 · Applied Sciences
  36. Anti-Occlusion UAV Tracking Algorithm with a Low-Altitude Complex Background by Integrating Attention Mechanism
    Chuanyun Wang, Zhongrui Shi, Linlin Meng, Jingjing Wang, Tian Wang, Qian Gao, Ershen Wang · 2022 · Drones
  37. Adaptive spatial-temporal surrounding-aware correlation filter tracking via ensemble learning
    Sathishkumar Moorthy, Young Hoon Joo · 2023 · Pattern Recognition
  38. Need for Speed: A Benchmark for Higher Frame Rate Object Tracking
    Hamed Kiani Galoogahi, Ashton Fagg, Chen Huang, Deva Ramanan, Simon Lucey · 2017 · arXiv (Cornell University)
  39. Fast Visual Object Tracking with Rotated Bounding Boxes
    Bao Xin Chen, John K. Tsotsos · 2019 · arXiv (Cornell University)
  40. Target Transformed Regression for Accurate Tracking
    Yutao Cui, Cheng Jiang, Limin Wang, Gangshan Wu · 2021 · arXiv (Cornell University)
  41. Dynamic feature fusion with spatial-temporal context for robust object tracking
    Ke Nai, Zhiyong Li, Haidong Wang · 2022 · Pattern Recognition
  42. Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
    Linlin Yang, Ce Li, Jungong Han, Chen Chen, Qixiang Ye, Baochang Zhang, Xianbin Cao, Wanquan Liu · 2017 · IEEE Journal of Selected Topics in Signal Processing
  43. Kerman: A Hybrid Lightweight Tracking Algorithm to Enable Smart Surveillance as an Edge Service
    Seyed Yahya Nikouei, Yu Chen, Sejun Song, Timothy R. Faughnan · 2019 · IEEE Consumer Communications and Networking Conference
  44. Learning Scale-Adaptive Tight Correlation Filter for Object Tracking
    Shunli Zhang, Wei Bing Lu, Weiwei Xing, Li Zhang · 2018 · IEEE Transactions on Cybernetics
  45. Single Object Trackers in OpenCV: A Benchmark
    Adnan Brdjanin, Nadja Dardagan, Džemil Džigal, Amila Akagić · 2020 · International Conference on Innovations in Intelligent Systems and Applications (INISTA)
  46. Sparse Learning-Based Correlation Filter for Robust Tracking
    Wenhua Zhang, Licheng Jiao, Yuxuan Li, Jia Liu · 2020 · IEEE Transactions on Image Processing
  47. Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking
    Jingxian Sun, Lichao Zhang, Yufei Zha, Abel González-García, Peng Zhang, Wei Huang, Yanning Zhang · 2021 · ACM International Conference on Multimedia (ACM MM)
  48. Transparent Object Tracking Benchmark
    Heng Fan, Halady Akhilesha Miththanthaya, Harshit Harshit, Siranjiv Ramana Rajan, Xiaoqiong Liu, Zhilin Zou, Yuewei Lin, Haibin Ling · 2021 · IEEE/CVF International Conference on Computer Vision (ICCV)
  49. Siamese-Based Twin Attention Network for Visual Tracking
    Hua Bao, Ping Shu, Hongchao Zhang, Xiaobai Liu · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
  50. Robust thermal infrared object tracking with continuous correlation filters and adaptive feature fusion
    Tianwen Yu, Bo Mo, Fuxiang Liu, He Qi, Yang Liu · 2019 · Infrared Physics & Technology
  51. Asymmetric Convolution: An Efficient and Generalized Method to Fuse Feature Maps in Multiple Vision Tasks
    Wencheng Han, Xingping Dong, Yiyuan Zhang, David Crandall, Chengzhong Xu, Jianbing Shen · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  52. Robust Scale Adaptive Kernel Correlation Filter Tracker With Hierarchical Convolutional Features
    Yang Li, Yafei Zhang, Yulong Xu, Jiabao Wang, Zhuang Miao · 2016 · IEEE Signal Processing Letters
  53. Using FTOC to track shuttlecock for the badminton robot
    Wei Chen, Tingbo Liao, Zhihang Li, Haozhi Lin, Hong Xue, Le Zhang, Jing Guo, Zhiguang Cao · 2019 · Neurocomputing
  54. Deep visual nerve tracking in ultrasound images
    Mohammad Alkhatib, Adel Hafiane, Pierre Vieyres, Alain Delbos · 2019 · Computerized Medical Imaging and Graphics
  55. Mining Spatial-Temporal Similarity for Visual Tracking
    Yu Zhang, Xingyu Gao, Zhenyu Chen, Huicai Zhong, Hongtao Xie, Chenggang Clarence Yan · 2020 · IEEE Transactions on Image Processing
  56. SSET: a dataset for shot segmentation, event detection, player tracking in soccer videos
    Na Feng, Zikai Song, Junqing Yu, Yi‐Ping Phoebe Chen, Yizhu Zhao, Yunfeng He, Tao Guan · 2020 · Multimedia Tools and Applications
  57. Tracking and grasping of moving target based on accelerated geometric particle filter on colored image
    Zeyu Gong, ChunRong Qiu, Bo Tao, HaiSheng Bai, Zhouping Yin, Han Ding · 2020 · Science China Technological Sciences
  58. A Review of Recent Advances of Binary Neural Networks for Edge Computing
    Zhao, Wenyu, Ma, Teli, Gong, Xuan, Zhang, Baochang, Doermann, David · 2021 · IEEE Journal on Miniaturization for Air and Space Systems
  59. Adaptive Fusion CNN Features for RGBT Object Tracking
    Yong Wang, Xian Wei, Xuan Tang, Hao Shen, Huanlong Zhang · 2021 · IEEE Transactions on Intelligent Transportation Systems
  60. A Collaborative Learning Tracking Network for Remote Sensing Videos
    Xiaotong Li, Licheng Jiao, Hao Zhu, Fang Liu, Shuyuan Yang, Xiangrong Zhang, Shuang Wang, Rong Qu · 2022 · IEEE Transactions on Cybernetics
  61. Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker
    Shaochuan Zhao, Tianyang Xu, Xiao‐Jun Wu, Josef Kittler · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
  62. MV-YOLO: Motion Vector-Aided Tracking by Semantic Object Detection
    Saeed Ranjbar Alvar, Ivan V. Bajić · 2018 · IEEE International Workshop on Multimedia Signal Processing (MMSP)
  63. Target-Aware Deep Tracking
    Xin Li, Chao Ma, Baoyuan Wu · 2019 · arXiv (Cornell University)
  64. Unsupervised Deep Tracking
    Ning Wang, Yibing Song, Chao Ma · 2019 · arXiv (Cornell University)
  65. Learning Cross-Attention Discriminators via Alternating Time–Space Transformers for Visual Tracking
    Wuwei Wang, Ke Zhang, Yu Su, Jingyu Wang, Qi Wang · 2023 · IEEE Transactions on Neural Networks and Learning Systems
  66. Learning dynamic spatial-temporal regularized correlation filter tracking with response deviation suppression via multi-feature fusion
    Sathishkumar Moorthy, Young Hoon Joo · 2023 · Neural Networks
  67. DeforT: Deformable transformer for visual tracking
    Kai Yang, Qun Li, Chunwei Tian, Haijun Zhang, Aiwu Shi, Jinkai Li · 2024 · Neural Networks
  68. Visual object tracking via enhanced structural correlation filter
    Kai Chen, Wenbing Tao, Shoudong Han · 2017 · Information Sciences
  69. Deep Location-Specific Tracking
    Lingxiao Yang, Risheng Liu, David D. Zhang, Lei Zhang · 2017 · ACM International Conference on Multimedia (ACM MM)
  70. Two-stage modality-graphs regularized manifold ranking for RGB-T tracking
    Chenglong Li, Chengli Zhu, Shaofei Zheng, Bin Luo, Jing Ping Tang · 2018 · Signal Processing Image Communication
  71. Content-Related Spatial Regularization for Visual Object Tracking
    Ruize Han, Qing Guo, Wei Feng · 2018 · IEEE International Conference on Multimedia and Expo (ICME)
  72. Online Non-Negative Multi-Modality Feature Template Learning for RGB-Assisted Infrared Tracking
    Xiangyuan Lan, Mang Ye, Rui Shao, Bineng Zhong, Deepak Kumar Jain, Huiyu Zhou · 2019 · IEEE Access
  73. Aggregation Signature for Small Object Tracking
    Chunlei Liu, Wenrui Ding, Jinyu Yang, Vittorio Murino, Baochang Zhang, Jungong Han, Guodong Guo · 2019 · IEEE Transactions on Image Processing
  74. Training-Set Distillation for Real-Time UAV Object Tracking
    Fan Li, Changhong Fu, Fuling Lin, Yiming Li, Peng Lu · 2020 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  75. TRAT: Tracking by attention using spatio-temporal features
    Hasan Sarıbaş, Hakan Çevıkalp, Okan Köpüklü, Bedirhan Uzun · 2022 · Neurocomputing
  76. DF-LNPU: A Pipelined Direct Feedback Alignment-Based Deep Neural Network Learning Processor for Fast Online Learning
    Donghyeon Han, Jinsu Lee, Hoi‐Jun Yoo · 2020 · IEEE Journal of Solid-State Circuits
  77. Visual tracking via dynamic saliency discriminative correlation filter
    Lina Gao, Bing Liu, Ping Fu, Mingzhu Xu, Junbao Li · 2021 · Applied Intelligence
  78. NCSiam: Reliable Matching via Neighborhood Consensus for Siamese-Based Object Tracking
    Pujian Lai, Gong Cheng, Meili Zhang, Jifeng Ning, Xiangtao Zheng, Junwei Han · 2023 · IEEE Transactions on Image Processing
  79. Comparison of tracking algorithms implemented in OpenCV
    Peter Janků, Karel Koplík, Tomáš Dulík, István Szabó · 2016 · MATEC Web of Conferences
  80. Correlation filters based on temporal regularization and background awareness,
    Jianwei Zhao, LU Yin-xia, Zhenghua Zhou · 2020 · Computers & Electrical Engineering
  81. Beyond SOT: Tracking Multiple Generic Objects at Once
    Christoph Mayer, Martin Danelljan, Ming–Hsuan Yang, Vittorio Ferrari, Luc Van Gool, Alina Kuznetsova · 2024 · IEEE Winter Conference on Applications of Computer Vision
  82. Convolutional neural net bagging for online visual tracking
    Hanxi Li, Yi Li, Fatih Porikli · 2016 · Computer Vision and Image Understanding
  83. Robust Tracking and Redetection: Collaboratively Modeling the Target and Its Context
    Chang Liu, Peng Liu, Wei Zhao, Xianglong Tang · 2017 · IEEE Transactions on Multimedia
  84. Visual tracking using Siamese convolutional neural network with region proposal and domain specific updating
    Han Zhang, Weiping Ni, Weidong Yan, Junzheng Wu, Bian Hui, Deliang Xiang · 2017 · Neurocomputing
  85. Efficient Diverse Ensemble for Discriminative Co-tracking
    Kourosh Meshgi, Shigeyuki Oba, Shin Ishii · 2018 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  86. Cascaded Correlation Refinement for Robust Deep Tracking
    Shiming Ge, Chunhui Zhang, Shikun Li, Dan Zeng, Dacheng Tao · 2020 · IEEE Transactions on Neural Networks and Learning Systems
  87. Efficient Visual Tracking With Stacked Channel-Spatial Attention Learning
    Md. Maklachur Rahman, Mustansar Fiaz, Soon Ki Jung · 2020 · IEEE Access
  88. Robust visual tracking via spatio-temporal adaptive and channel selective correlation filters
    Yanjie Liang, Yi Liu, Yan Yan, Liming Zhang, Hanzi Wang · 2020 · Pattern Recognition
  89. Robust Online Tracking via Contrastive Spatio-Temporal Aware Network
    Siyuan Yao, Hua Zhang, Wenqi Ren, Chao Ma, Xiaoguang Han, Xiaochun Cao · 2021 · IEEE Transactions on Image Processing
  90. Integrating computer vision and traffic modeling for near-real-time signal timing optimization of multiple intersections
    2021
  91. Learning object-uncertainty policy for visual tracking
    Xuedong He, Calvin Yu‐Chian Chen · 2021 · Information Sciences
  92. Multi-Stage Visual Tracking With Siamese Anchor-Free Proposal Network
    Guang Han, Jinpeng Su, Yaoming Liu, Yuqiu Zhao, Sam Kwong · 2021 · IEEE Transactions on Multimedia
  93. Partially Does It: Towards Scene-Level FG-SBIR with Partial Input
    Pinaki Nath Chowdhury, Ayan Kumar Bhunia, Viswanatha Reddy Gajjala, Aneeshan Sain, Tao Xiang, Yi-Zhe Song · 2022 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  94. Part-Aware Framework for Robust Object Tracking
    Shengjie Li, Shuai Zhao, Bo Hao Cheng, Junliang Chen · 2023 · IEEE Transactions on Image Processing
  95. Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking
    Yijin Yang, Xiaodong Gu · 2023 · IEEE Transactions on Image Processing
  96. Robust visual tracking with extreme point graph-guided annotation: Approach and experiment
    Peng Gao, Xinyue Zhang, Xiaoli Yang, Feng Gao, Hamido Fujita, Fei Wang · 2023 · Expert Systems with Applications
  97. Tracking Holistic Object Representations
    Axel Sauer, Elie Aljalbout, Sami Haddadin · 2019 · arXiv (Cornell University)
  98. Kernel correlation filters for visual tracking with adaptive fusion of heterogeneous cues
    Bing Bai, Bineng Zhong, Gu Ouyang, Pengfei Wang, Xin Liu, Ziyi Chen, Cheng Wang · 2018 · Neurocomputing
  99. Multi-Step Temporal Modeling for UAV Tracking
    Xiaoying Yuan, Tingfa Xu, Xincong Liu, Ying Wang, Haolin Qin, Yuqiang Fang, Jianan Li · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
  100. Hyperspectral Video Tracking With Spectral–Spatial Fusion and Memory Enhancement
    Yuzeng Chen, Qiangqiang Yuan, Xie Hong, Yuqi Tang, Yi Xiao, Jiang He, Renxiang Guan, Xinwang Liu, Liangpei Zhang · 2025 · IEEE Transactions on Image Processing