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 601–700 of 1,002

Extended compressed tracking via random projection based on MSERs and online LS-SVM learning
Yuefang Gao, Xin Jian Shan, Zexi Hu, Dong Wang, Ya Li, Xu-hong Tian · 2016 · Pattern Recognition
Robust Visual Tracking via Hierarchical Particle Filter and Ensemble Deep Features
Shengjie Li, Shuai Zhao, Bo Hao Cheng, Erhu Zhao, Junliang Chen · 2018 · IEEE Transactions on Circuits and Systems for Video Technology
Fast and object-adaptive spatial regularization for correlation filters based tracking
Pengyu Zhang, Qing Guo, Wei Feng · 2019 · Neurocomputing
Transfer learning-based discriminative correlation filter for visual tracking
Bo Huang, Tingfa Xu, Jianan Li, Ziyi Shen, Yiwen Chen · 2019 · Pattern Recognition
Multi-Hierarchical Independent Correlation Filters For Visual Tracking
Shuai Bai, Zhiqun He, Yuan Dong, Hongliang Bai · 2020 · IEEE International Conference on Multimedia and Expo (ICME)
Learning Regression and Verification Networks for Robust Long-term Tracking
Yunhua Zhang, Lijun Wang, Dong Wang, Jinqing Qi, Huchuan Lu · 2021 · International Journal of Computer Vision
Siamese anchor-free object tracking with multiscale spatial attentions
Jianming Zhang, Benben Huang, Zi Ye, Li‐Dan Kuang, Xin Ning · 2021 · Scientific Reports
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-Based Beam Search
Xiao Wang, Zhe Chen, Bo Jiang, Jin Tang, Bin Luo, Dacheng Tao · 2022 · IEEE Transactions on Image Processing
An Improved IoT/RFID-Enabled Object Tracking and Authentication Scheme for Smart Logistics
Bander A. Alzahrani, Azeem Irshad · 2022 · Wireless Personal Communications
Vehicle Tracking and Speed Measurement system (VTSM) based on novel feature descriptor: Diagonal Hexadecimal Pattern (DHP)
D. Jeyabharathi, D. Dejey · 2016 · Journal of Visual Communication and Image Representation
An online spatio-temporal tensor learning model for visual tracking and its applications to facial expression recognition
Sheheryar Khan, Guoxia Xu, Raymond Chan, Hong Yan · 2017 · Expert Systems with Applications
Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking
Heng Fan, Haibin Ling · 2018 · arXiv (Cornell University)
PHTrack: Prompting for Hyperspectral Video Tracking
Yuzeng Chen, Yuqi Tang, Xin Bing Su, Jie Li, Yi Xiao, Jiang He, Qiangqiang Yuan · 2024 · IEEE Transactions on Geoscience and Remote Sensing
Robust Object Tracking With Discrete Graph-Based Multiple Experts
Jiatong Li, Chenwei Deng, Richard Yi Da Xu, Dacheng Tao, Baojun Zhao · 2017 · IEEE Transactions on Image Processing
Real-time 3D human tracking for mobile robots with multisensors
Mengmeng Wang, Daobilige Su, Lei Shi · 2017 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
High performance visual tracking with circular and structural operators
Peng Gao, Yipeng Ma, Ke Song, Chao Li, Fei Wang, Liyi Xiao, Yan Zhang · 2018 · Knowledge-Based Systems
Hierarchical Spatiotemporal Context-Aware Correlation Filters for Visual Tracking
Wuwei Wang, Ke Zhang, Meibo Lv, Jingyu Wang · 2020 · IEEE Transactions on Cybernetics
Robust Long-Term Object Tracking via Improved Discriminative Model Prediction
Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann · 2020 · Lecture notes in computer science
Contrastive Transformation for Self-supervised Correspondence Learning
Ning Wang, Wengang Zhou, Houqiang Li · 2021 · Proceedings of the AAAI Conference on Artificial Intelligence
Fall Detection System-Based Posture-Recognition for Indoor Environments
Abderrazak Iazzi, Mohammed Rziza, Rachid Oulad Haj Thami · 2021 · Journal of Imaging
Learning to Rank Proposals for Siamese Visual Tracking
Feng Tang, Qiang Ling · 2021 · IEEE Transactions on Image Processing
An intelligent method for dairy goat tracking based on Siamese network
Qingguo Su, Jinglei Tang, Mingxin Zhai, Dongjian He · 2021 · Computers and Electronics in Agriculture
Object Tracking in Satellite Videos Based on Correlation Filter with Multi-Feature Fusion and Motion Trajectory Compensation
Yaosheng Liu, Yurong Liao, Cunbao Lin, Yutong Jia, Zhaoming Li, Xinyan Yang · 2022 · Remote Sensing
Effective Local and Global Search for Fast Long-Term Tracking
Haojie Zhao, Bin Yan, Dong Wang, Xuesheng Qian, Xiaoyun Yang, Huchuan Lu · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Adversarial Deep Tracking
Fei Zhao, Jinqiao Wang, Yi Wu, Ming Tang · 2018 · IEEE Transactions on Circuits and Systems for Video Technology
An accelerated correlation filter tracker
Tianyang Xu, Zhenhua Feng, Xiao‐Jun Wu, Josef Kittler · 2019 · Pattern Recognition
Robust fusion for RGB-D tracking using CNN features
Yong Wang, Xian Wei, Hao Shen, Lu Ding, Jiuqing Wan · 2020 · Applied Soft Computing
COMET: Context-Aware IoU-Guided Network for Small Object Tracking
Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Hossein Ghanei-Yakhdan, Shohreh Kasaei B, Li Cheng · 2021 · Lecture notes in computer science
TDIOT: Target-Driven Inference for Deep Video Object Tracking
Filiz Gürkan, Llukman Çerkezi, Ozgun Cirakman, Bilge Günsel · 2021 · IEEE Transactions on Image Processing
Describe and Attend to Track: Learning Natural Language guided Structural Representation and Visual Attention for Object Tracking
Xiao Wang, Chenglong Li, Rui Yang, Tianzhu Zhang, Jin Tang, Bin Luo · 2018 · arXiv (Cornell University)
DashNet: A Hybrid Artificial and Spiking Neural Network for High-speed Object Tracking
Zheyu Yang, Yujie Wu, Guanrui Wang, Yukuan Yang, Guoqi Li, Lei Deng, Jun Zhu, Luping Shi · 2019 · arXiv (Cornell University)
A UAV to UAV tracking benchmark
Yong Wang, Zirong Huang, Robert Laganière, Huanlong Zhang, Lu Ding · 2022 · Knowledge-Based Systems
Toward Intelligent Surveillance as an Edge Network Service (iSENSE) Using Lightweight Detection and Tracking Algorithms
Seyed Yahya Nikouei, Yu Chen, Sejun Song, Baek‐Young Choi, Timothy R. Faughnan · 2019 · IEEE Transactions on Services Computing
Three-step action search networks with deep Q-learning for real-time object tracking
Zhu Teng, Baopeng Zhang, Jianping Fan B · 2020 · Pattern Recognition
Multi-expert visual tracking using hierarchical convolutional feature fusion via contextual information
Sathishkumar Moorthy, Young Hoon Joo · 2020 · Information Sciences
Antidecay LSTM for Siamese Tracking With Adversarial Learning
Fei Zhao, Ting Zhang, Yi Wu, Ming Tang, Jinqiao Wang · 2020 · IEEE Transactions on Neural Networks and Learning Systems
Channel Graph Regularized Correlation Filters for Visual Object Tracking
Monika Jain, Arjun Tyagi, A. Venkata Subramanyam, Simon Denman, Sridha Sridharan, Clinton Fookes · 2021 · IEEE Transactions on Circuits and Systems for Video Technology
Robust Object Tracking Algorithm for Autonomous Vehicles in Complex Scenes
Jingwei Cao, Chuanxue Song, Shixin Song, Feng Xiao, Xu Zhang, Zhiyang Liu, Marcelo H. Ang · 2021 · Remote Sensing
SiamSNN: Siamese Spiking Neural Networks for Energy-Efficient Object Tracking
Yihao Luo, Min Xu, Caihong Yuan, Xiang Guang Cao, Liangqi Zhang, Yan Xu, Tianjiang Wang, Qi Feng · 2021 · Lecture notes in computer science
Correlation Filters Based on Multi-Expert and Game Theory for Visual Object Tracking
Sugang Ma, Zhixian Zhao, Zhiqiang Hou, Lei Zhang, Xiaobao Yang, Lei Pu · 2022 · IEEE Transactions on Instrumentation and Measurement
UTB180: A High-Quality Benchmark for Underwater Tracking
Basit Alawode, Yuhang Guo, Mehnaz Ummar, Naoufel Werghi, Jorge M.M. Dias, Ajmal Saeed Mian, Sajid Javed · 2023 · Lecture notes in computer science
SiamTHN: Siamese Target Highlight Network for Visual Tracking
Jiahao Bao, Kaiqiang Chen, Xian Sun, Liangjin Zhao, Wenhui Diao, Menglong Yan · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
Object Tracking Using Multiple Features and Adaptive Model Updating
Qingyong Hu, Yulan Guo, Zaiping Lin, Wei An, Hongwei Cheng · 2017 · IEEE Transactions on Instrumentation and Measurement
Robust Long-Term Tracking via Instance-Specific Proposals
Hao Liu, Qingyong Hu, Biao Li, Yulan Guo · 2019 · IEEE Transactions on Instrumentation and Measurement
Visual Tracking by TridentAlign and Context Embedding
Janghoon Choi, Junseok Kwon, Kyoung Mu Lee · 2021 · Lecture notes in computer science
VisDrone-SOT2020: The Vision Meets Drone Single Object Tracking Challenge Results
Heng Fan, Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak A. Shah, Biao Wang, Bin Dong, Di Yuan et al. · 2020 · Lecture notes in computer science
Real-time embedded object detection and tracking system in Zynq SoC
Qingbo Ji, Chong Dai, Changbo Hou · 2021 · EURASIP Journal on Image and Video Processing
End-to-end Flow Correlation Tracking with Spatial-temporal Attention
Zheng Dong Zhu, Wei Wu, Wei Zou · 2017 · arXiv (Cornell University)
A joint local–global search mechanism for long-term tracking with dynamic memory network
Zeng Gao, Yi Zhuang, Jingjing Gu, Bo Yang, Zhicheng Nie · 2023 · Expert Systems with Applications
Robust Visual Tracking via Local-Global Correlation Filter
Heng Fan, Jinhai Xiang · 2017 · Proceedings of the AAAI Conference on Artificial Intelligence
Iterative Graph Seeking for Object Tracking
Dawei Du, Longyin Wen, Honggang Qi, Qingming Huang, Qi Chuan Tian, Siwei Lyu · 2017 · IEEE Transactions on Image Processing
Unified Graph-Based Multicue Feature Fusion for Robust Visual Tracking
Gurjit Singh Walia, Himanshu Ahuja, Ashish Kumar, Nipun Bansal, Kapil Sharma · 2019 · IEEE Transactions on Cybernetics
Learning Recurrent Memory Activation Networks for Visual Tracking
Shi Pu, Yibing Song, Chao Ma, Honggang Zhang, Ming–Hsuan Yang · 2020 · IEEE Transactions on Image Processing
Self-Supervised Tracking via Target-Aware Data Synthesis
Xin Li, Wenjie Pei, Yaowei Wang, Zhenyu He, Huchuan Lu, Ming–Hsuan Yang · 2023 · IEEE Transactions on Neural Networks and Learning Systems
Two-stage aware attentional Siamese network for visual tracking
Xinglong Sun, Guangliang Han, Lihong Guo, Hang Yang, Xiaotian Wu, Qingqing Li · 2021 · Pattern Recognition
Learning spatial variance-key surrounding-aware tracking via multi-expert deep feature fusion
Dinesh Elayaperumal, Young Hoon Joo · 2023 · Information Sciences
Survey on hardware implementations of visual object trackers
Al‐Hussein A. El‐Shafie, S. E. D. Habib · 2019 · IET Image Processing
A robust visual tracking method via local feature extraction and saliency detection
Yong Wang, Xian Wei, Lu Ding, Xiaoliang Tang, Huanlong Zhang · 2019 · The Visual Computer
An adaptive template matching-based single object tracking algorithm with parallel acceleration
Baicheng Yan, Limin Xiao, Hang Zhang, Daliang Xu, Li Ruan, Zhaokai Wang, Yiyang Zhang · 2019 · Journal of Visual Communication and Image Representation
Regularizing Meta-learning via Gradient Dropout
Hung-Yu Tseng, Yi–Wen Chen, Yi-Hsuan Tsai, Sifei Liu, Yen‐Yu Lin, Ming–Hsuan Yang · 2021 · Lecture notes in computer science
Visual Tracking by Reinforced Decision Making.
Janghoon Choi, Junseok Kwon, Kyoung Mu Lee · 2017 · arXiv (Cornell University)
Learning a Context-Aware Environmental Residual Correlation Filter via Deep Convolution Features for Visual Object Tracking
Sachin Sakthi Kuppusami Sakthivel, Sathishkumar Moorthy, Sathiyamoorthi Arthanari, Jae Hoon Jeong, Young Hoon Joo · 2024 · Mathematics
ProFiT: A prompt-guided frequency-aware filtering and template-enhanced interaction framework for hyperspectral video tracking
Yuzeng Chen, Qiangqiang Yuan, Yuqi Tang, Xin Wang, Yi Xiao, Jiang He, Ziyang Lihe, Xianyu Jin · 2025 · ISPRS Journal of Photogrammetry and Remote Sensing
Neighborhood Rough Filter and Intuitionistic Entropy in Unsupervised Tracking
Debarati Bhunia Chakraborty, Sankar Kumar Pal · 2017 · IEEE Transactions on Fuzzy Systems
Visual tracking using improved flower pollination algorithm
Mingliang Gao, Jin Shen, Jun Jiang · 2017 · Optik
Parallel Attentive Correlation Tracking
Kaihua Zhang, Jiaqing Fan, Qingshan Liu, Jian Jun Yang, Wei Lian · 2018 · IEEE Transactions on Image Processing
Hyper-parameter optimization tools comparison for multiple object tracking applications
Francisco Madrigal, Camille Maurice, Frédéric Lerasle · 2018 · Machine Vision and Applications
MeMu: Metric correlation Siamese network and multi-class negative sampling for visual tracking
Yafu Xiao, Jing Li, Bo Du, Jia Xin Wu, Jun Chang, Wenfan Zhang · 2019 · Pattern Recognition
Learning salient features to prevent model drift for correlation tracking
Yu Zhang, Xingyu Gao, Zhenyu Chen, Huicai Zhong, Liang Li, Chenggang Clarence Yan, Tao Shen · 2020 · Neurocomputing
Efficient object tracking using hierarchical convolutional features model and correlation filters
Abbass, Mohammed Y., Kwon, Ki-Chul, Kim, Nam, Abdelwahab, Safey A., El-Samie, Fathi E. Abd, Khalaf, Ashraf A. M. · 2021 · The Visual Computer
Context-Aware and Occlusion Handling Mechanism for Online Visual Object Tracking
Khizer Mehmood, Abdul Jalil, Ahmad Ali, Baber Khan, Maria Murad, Wasim Ullah Khan, Yigang He · 2020 · Electronics
Light-weight UAV object tracking network based on strategy gradient and attention mechanism
Xia Hua, Xinqing Wang, Ting Rui, Faming Shao, Dong Wang · 2021 · Knowledge-Based Systems
Combining complementary trackers for enhanced long-term visual object tracking
Matteo Dunnhofer, Kristian Simonato, Christian Micheloni · 2022 · Image and Vision Computing
A dataset for infrared time-sensitive target detection and tracking for air-ground application
Ruigang Fu, Hongqi Fan, Yongfeng Zhu, Bingwei Hui, Zhilong ZHANG, Ping ZHONG, Dongdong Li, Sheng Zhang, Gang Chen, Luo Wang · 2022 · China Scientific Data
Target tracking with dynamically adaptive correlation
Leopoldo N. Gaxiola, Victor Hugo Diaz-Ramirez, Juan J. Tapia, Pascuala Garcı́a-Martı́nez · 2015 · Optics Communications
Channel Pruning for Visual Tracking
Manqiang Che, Run‐Ling Wang, Yan Lu, Yan Li, Hui Zhi, Changzhen Xiong · 2019 · Lecture notes in computer science
Part-based visual tracking with spatially regularized correlation filters
Dejun Zhang, Zhao Zhang, Lu Zou, Zhuyang Xie, Fazhi He, Yiqi Wu, Zhigang Tu · 2019 · The Visual Computer
An Integrated Deep Learning Framework for Occluded Pedestrian Tracking
Kai Chen, Xiao Song, Xiang Zhai, Baochang Zhang, Baocun Hou, Yi Wang · 2019 · IEEE Access
Object-adaptive LSTM network for real-time visual tracking with adversarial data augmentation
Yihan Du, Yan Yan, Si Chen, Hua Yang · 2019 · Neurocomputing
Hijacking Tracker: A Powerful Adversarial Attack on Visual Tracking
Xiyu Yan, Xuesong Chen, Yong Jiang, Shu‐Tao Xia, Yong Jun Zhao, Feng Zheng · 2020 · IEEE International Conference on Acoustics Speech and Signal Processing
Residual Attention SiameseRPN for Visual Tracking
Xu Cheng, Enlu Li, Zhangjie Fu · 2020 · Lecture notes in computer science
Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes
Junjie Huang, Wei Zou, Jiagang Zhu · 2018 · arXiv (Cornell University)
Tracking by Natural Language Specification with Long Short-term Context Decoupling
Ding Ma, Xiangqian Wu · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
Pixel-Level and Robust Vibration Source Sensing in High-Frame-Rate Video Analysis
Mingjun Jiang, Tadayoshi Aoyama, Takeshi Takaki, Idaku Ishii · 2016 · Sensors
Beyond Standard Benchmarks: Parameterizing Performance Evaluation in Visual Object Tracking
Luka Čehovin Zajc, Alan Lukežič, Aleš Leonardis, Matej Kristan · 2017 · IEEE/CVF International Conference on Computer Vision (ICCV)
Visual Tracking via Subspace Learning: A Discriminative Approach
Yao Sui, Yafei Tang, Li Zhang, Guanghui Wang · 2017 · International Journal of Computer Vision
Feature Distilled Tracking
Guibo Zhu, Jinqiao Wang, Peisong Wang, Yi Wu, Hanqing Lu · 2017 · IEEE Transactions on Cybernetics
Visual tracking with online structural similarity-based weighted multiple instance learning
Changhong Fu, Ran Duan, Erdal Kayacan · 2019 · Information Sciences
Dual-regression model for visual tracking
Xin Li, Qiao Liu, Nana Fan, Zikun Zhou, Zhenyu He, Xiao‐Yuan Jing · 2020 · Neural Networks
AVOT: Audio-Visual Object Tracking of Multiple Objects for Robotics
Justin Wilson, Ming C. Lin · 2020 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
STPNet: A Spatial-Temporal Propagation Network for Background Subtraction
Yizhong Yang, Jiahao Ruan, Yongqiang Zhang, Xin Cheng, Zhang Zhang, Guangjun Xie · 2021 · IEEE Transactions on Circuits and Systems for Video Technology
NoisyOTNet: A Robust Real-Time Vehicle Tracking Model for Traffic Surveillance
Weiwei Xing, Yuxiang Yang, Shunli Zhang, Qi Yu, Liqiang Wang · 2021 · IEEE Transactions on Circuits and Systems for Video Technology
Visual Object Detection and Tracking for Internet of Things Devices Based on Spatial Attention Powered Multidomain Network
Haining Gao, Lei Yu, Imran Ali Khan, Yinling Wang, Yong Yang, Hongdan Shen · 2021 · IEEE Internet of Things Journal
Global Instance Tracking: Locating Target More Like Humans
Shiyu Hu, Xin Zhao, Lianghua Huang, Kaiqi Huang · 2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Vehicle Tracking on Satellite Video Based on Historical Model
Shili Chen, Taoyang Wang, Hongshuo Wang, Yunming Wang, Jianzhi Hong, Tiancheng Dong, Zhen Li · 2022 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Long-term Visual Tracking: Review and Experimental Comparison
Chang Liu, Xiaofan Chen, Chunjuan Bo, Dong Wang · 2022 · Machine Intelligence Research
Target-Aware Transformer Tracking
Yuhui Zheng, Yan Zhang, Bin Xiao · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
End-to-End Feature Integration for Correlation Filter Tracking With Channel Attention
Dongdong Li, Gongjian Wen, Yangliu Kuai · 2018 · IEEE Signal Processing Letters
Real-Time Deep Tracking via Corrective Domain Adaptation
Hanxi Li, Xinyu Wang, Fumin Shen, Yi Li, Fatih Porikli, Mingwen Wang · 2019 · IEEE Transactions on Circuits and Systems for Video Technology
Distractor-Aware Visual Tracking by Online Siamese Network
Yufei Zha, Min Wu, Zhuling Qiu, Shuangyu Dong, Fei Yang, Peng Zhang · 2019 · IEEE Access