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 301–400 of 1,001

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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
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Yong Wang, Zirong Huang, Robert Laganière, Huanlong Zhang, Lu Ding · 2022 · Knowledge-Based Systems
Learning-based needle tip tracking in 2D ultrasound by fusing visual tracking and motion prediction
Wanquan Yan, Qingpeng Ding, Jianghua Chen, Kim Yan, Raymond S. Y. Tang, Shing Shin Cheng · 2023 · Medical Image Analysis
NeighborTrack: Single Object Tracking by Bipartite Matching with Neighbor Tracklets and Its Applications to Sports
Yu‐Hsi Chen, Chien-Yao Wang, Cheng-Yun Yang, Hung–Shuo Chang, Youn-Long Lin, Yung‐Yu Chuang, Hong-Yuan Mark Liao · 2023 · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
RTracker: Recoverable Tracking via PN Tree Structured Memory
Yuqing Huang, Xin Li, Zikun Zhou, Yaowei Wang, Zhenyu He, Ming–Hsuan Yang · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
TDIOT: Target-Driven Inference for Deep Video Object Tracking
Filiz Gürkan, Llukman Çerkezi, Ozgun Cirakman, Bilge Günsel · 2021 · IEEE Transactions on Image Processing
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
OmniTracker: Unifying Visual Object Tracking by Tracking-With-Detection
Junke Wang, Zuxuan Wu, Dongdong Chen, Chong Luo, Xiyang Dai, Lu Yuan, Yu–Gang Jiang · 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual Tracking by TridentAlign and Context Embedding
Janghoon Choi, Junseok Kwon, Kyoung Mu Lee · 2021 · Lecture notes in computer science
Tracking-by-Trackers with a Distilled and Reinforced Model
Matteo Dunnhofer, Niki Martinel, Christian Micheloni · 2021 · Lecture notes in computer science
Capsule-based Object Tracking with Natural Language Specification
Ding Ma, Xiangqian Wu · 2021 · ACM International Conference on Multimedia (ACM MM)
Two-stage aware attentional Siamese network for visual tracking
Xinglong Sun, Guangliang Han, Lihong Guo, Hang Yang, Xiaotian Wu, Qingqing Li · 2021 · Pattern Recognition
ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data
Haojie Zhao, Jun Song Chen, Lijun Wang, Huchuan Lu · 2023 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework
Bowen Li, Ziyuan Huang, Junjie Ye, Yiming Li, Sebastian Scherer, Hang Zhao, Changhong Fu · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
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
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)
Unifying Motion and Appearance Cues for Visual Tracking via Shared Queries
Chaocan Xue, Bineng Zhong, Qihua Liang, Haiying Xia, Shuxiang Song · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
Consistencies are All You Need for Semi-supervised Vision-Language Tracking
Jiawei Ge, Jiuxin Cao, Xuelin Zhu, Xinyu Zhang, Chang Liu, Kun Wang, Bo Liu · 2024 · ACM International Conference on Multimedia (ACM MM)
Residual Attention SiameseRPN for Visual Tracking
Xu Cheng, Enlu Li, Zhangjie Fu · 2020 · Lecture notes in computer science
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
RGBT Tracking via Progressive Fusion Transformer With Dynamically Guided Learning
Yabin Zhu, Chenglong Li, Xiao Wang, Jin Tang, Zhixiang Huang · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
Tracking by Natural Language Specification with Long Short-term Context Decoupling
Ding Ma, Xiangqian Wu · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
Self-supervised learning for RGB-D object tracking
Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiao‐Jun Wu, Zhenhua Feng, Josef Kittler · 2024 · Pattern Recognition
RGB-T Tracking With Template-Bridged Search Interaction and Target-Preserved Template Updating
Bo Li, Fengguang Peng, Tianrui Hui, Xiaoming Wei, Xiaolin Wei, Lijun Zhang, Hang Shi, Si Liu · 2024 · IEEE Transactions on Pattern Analysis and Machine Intelligence
MambaVT: Spatio-Temporal Contextual Modeling for Robust RGB-T Tracking
Simiao Lai, Chang Liu, Jiawen Zhu, Ben Kang, Yang Liu, Dong Wang, Huchuan Lu · 2025 · IEEE Transactions on Circuits and Systems for Video Technology
Combining complementary trackers for enhanced long-term visual object tracking
Matteo Dunnhofer, Kristian Simonato, Christian Micheloni · 2022 · Image and Vision Computing
Target-Distractor Aware Deep Tracking With Discriminative Enhancement Learning Loss
Huanlong Zhang, Liyun Cheng, Tianzhu Zhang, Yanfeng Wang, Wenjun Zhang, Jie Zhang · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
Target-Aware Transformer Tracking
Yuhui Zheng, Yan Zhang, Bin Xiao · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation
Yuanyou Xu, Zongxin Yang, Yi Yang · 2023 · IEEE/CVF International Conference on Computer Vision (ICCV)
WATB: Wild Animal Tracking Benchmark
Fasheng Wang, Cao Ping, Fu Li, Xing Wang, Bing He, Fuming Sun · 2022 · International Journal of Computer Vision
Lightweight full-convolutional siamese tracker
Yunfeng Li, Bo Wang, Xueyi Wu, Zhuoyan Liu, Ye Li · 2024 · Knowledge-Based Systems
UniRTL: A universal RGBT and low-light benchmark for object tracking
Lian Zhang, Lingxue Wang, Yuzhen Wu, Mingkun Chen, Dezhi Zheng, Liangcai Cao, Bangze Zeng, Yi Cai · 2024 · Pattern Recognition
NetTrack: Tracking Highly Dynamic Objects with a Net
Guangze Zheng, Shijie Lin, Haobo Zuo, Changhong Fu, Jia Pan · 2024 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Siamese Deformable Cross-Correlation Network for Real-Time Visual Tracking
Linyu Zheng, Yingying Chen, Ming Tang, Jinqiao Wang, Hanqing Lu · 2020 · Neurocomputing
A KCF-Based Incremental Target Tracking Method With Constant Update Speed
Fan Zhao, Kaidi Hui, Tingting Wang, Zhenzhen Zhang, Yajun Chen · 2021 · IEEE Access
CapsuleRRT: Relationships-aware Regression Tracking via Capsules
Ding Ma, Xiangqian Wu · 2021 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Is First Person Vision Challenging for Object Tracking?
Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni · 2021 · IEEE International Conference on Computer Vision Workshops
RGB-T tracking by modality difference reduction and feature re-selection
Qiang Zhang, Xueru Liu, Tianlu Zhang · 2022 · Image and Vision Computing
Long-term Visual Tracking: Review and Experimental Comparison
Chang Liu, Xiaofan Chen, Chunjuan Bo, Dong Wang · 2022 · Machine Intelligence Research
Adaptive temporal feature modeling for visual tracking via cross-channel learning
Yuanyun Wang, Wenshuang Zhang, Changwang Lai, Jun Wang · 2023 · Knowledge-Based Systems
NiDR: Nighttime Aerial Tracking via Decoupled Representations
Lei Xu, Yan Zhang, Chang Xu, Wensheng Cheng, Wen Tao Yang · 2024 · IEEE Transactions on Geoscience and Remote Sensing
Multi-Task Deep Dual Correlation Filters for Visual Tracking
Yuhui Zheng, Xinyan Liu, Xu Cheng, Kaihua Zhang, Yi Wu, Shengyong Chen · 2020 · IEEE Transactions on Image Processing
CRTrack: Learning Correlation-Refine network for visual object tracking
Wenkang Zhang, Fei Xie, Tianyang Xu, Jiang Zhai, Wankou Yang · 2024 · Pattern Recognition
EMTrack: Efficient Multimodal Object Tracking
Chang Liu, Ziqi Guan, Simiao Lai, Yang Liu, Huchuan Lu, Dong Wang · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
HotMoE: Exploring Sparse Mixture-of-Experts for Hyperspectral Object Tracking
Wenfang Sun, Yuedong Tan, Jingyuan Li, Shuwei Hou, Xiaobo Li, Yingzhao Shao, Zhe Wang, Beibei Song · 2025 · IEEE Transactions on Multimedia
Towards Universal Modal Tracking With Online Dense Temporal Token Learning
Yaozong Zheng, Bineng Zhong, Qihua Liang, Shengping Zhang, Guorong Li, Xianxian Li, Rongrong Ji · 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamically Spatiotemporal Regularized Correlation Tracking
Yuhui Zheng, Huihui Song, Kaihua Zhang, Jiaqing Fan, Xinyan Liu · 2019 · IEEE Transactions on Neural Networks and Learning Systems
Reducing the Annotation Effort for Video Object Segmentation Datasets
Paul Voigtlaender, Lishu Luo, Chun Yuan, Yong Jiang, Bastian Leibe · 2021 · IEEE Winter Conference on Applications of Computer Vision
An Improved Discriminative Model Prediction Approach to Real-Time Tracking of Objects With Camera as Sensors
Luyao Zhang, Hua Han, MengChu Zhou, Yusuf A. Al‐Turki, Abdullah M. Abusorrah · 2021 · IEEE Sensors Journal
Hierarchical Feature Embedding for Visual Tracking
Zhixiong Pi, Weitao Wan, Chong Sun, Changxin Gao, Nong Sang, Chen Li · 2022 · Lecture notes in computer science
Domain Adaptive Transformer Tracking Under Occlusions
Qianqian Yu, Keqi Fan, Yuhui Zheng · 2023 · IEEE Transactions on Multimedia
Exploring the potential of Siamese network for RGBT object tracking
Liangliang Feng, Kechen Song, Junyi Wang, Yunhui Yan · 2023 · Journal of Visual Communication and Image Representation
SiamDMU: Siamese Dual Mask Update Network for Visual Object Tracking
Jing Liu, Han Wang, Chao Ma, Yuting Su, Xiaokang Yang · 2024 · IEEE Transactions on Emerging Topics in Computational Intelligence
ASAFormer: Visual tracking with convolutional vision transformer and asymmetric selective attention
Xiaomei Gong, Yi Zhang, Shu Hu · 2024 · Knowledge-Based Systems
Advances in Deep Learning Methods for Visual Tracking: Literature Review and Fundamentals
Xiaoqin Zhang, Run-Hua Jiang, Chenxiang Fan, Tian-Yu Tong, Tao Wang, Pengcheng Huang · 2021 · Machine Intelligence Research
Adversarial Blur-Deblur Network for Robust UAV Tracking
Haobo Zuo, Changhong Fu, Sihang Li, Kunhan Lu, Yiming Li, Chen Feng · 2023 · IEEE Robotics and Automation Letters
FAML-RT: Feature alignment-based multi-level similarity metric learning network for a two-stage robust tracker
Jiahao Nie, Zhekang Dong, Zhiwei He, Han Wu, Mingyu Gao · 2023 · Information Sciences
SiamRank: A siamese based visual tracking network with ranking strategy
Feiyu Meng, Xiaomei Gong, Yi Zhang · 2023 · Pattern Recognition
Efficient Single-Object Tracker Based on Local-Global Feature Fusion
Xiaoyu Ni, Liang Yuan, Kai Lv · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
Weakly-Supervised Domain Adaptation of Deep Regression Trackers via Reinforced Knowledge Distillation
Matteo Dunnhofer, N. Martinel, C. Micheloni · 2021 · IEEE Robotics and Automation Letters
How to Train Your Energy-Based Model for Regression
Fredrik Gustafsson, Martin Danelljan, Radu Timofte, Thomas B. Schön · 2020 · arXiv (Cornell University)
SAM2LONG: Enhancing SAM 2 for Long Video Segmentation with a Training-Free Memory Tree
Ding, Shuangrui, Qian, Rui, Dong, Xiaoyi, Zhang, Pan, Zang, Yuhang, Cao, Yuhang, Guo, Yuwei, Lin, Dahua, Wang, Jiaqi · 2025 · 2025 IEEE/CVF International Conference on Computer Vision (ICCV)
Modeling of Multiple Spatial-Temporal Relations for Robust Visual Object Tracking
Shilei Wang, Zhenhua Wang, Qianqian Sun, Gong Cheng, Jifeng Ning · 2024 · IEEE Transactions on Image Processing
Exploring Dynamic Transformer for Efficient Object Tracking
Jiawen Zhu, Xin Yu Chen, Haiwen Diao, Shuai Li, Jun-Yan He, Chenyang Li, Bin Luo, Dong Wang, Huchuan Lu · 2025 · IEEE Transactions on Neural Networks and Learning Systems
Dynamic Updates for Language Adaptation in Visual-Language Tracking
Xiaohai Li, Bineng Zhong, Qihua Liang, Zhiyi Mo, Jian Nong, Shuxiang Song · 2025 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
Learning Saliency-Aware Correlation Filters for Visual Tracking
Yanbo Wang, Fasheng Wang, Chang Wang, Fuming Sun, Jianjun He · 2021 · The Computer Journal
The multi-level classification and regression network for visual tracking via residual channel attention
Junyang Yu, Mengle Zuo, Lifeng Dong, Huanlong Zhang, Xin He · 2021 · Digital Signal Processing
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking
Alan Lukežič, Jiřı́ Matas, Matej Kristan · 2021 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual object tracking via non-local correlation attention learning
Long Gao, Pan Liu, Jifeng Ning, Yunsong Li · 2022 · Knowledge-Based Systems
Learning Channel-Aware Correlation Filters for Robust Object Tracking
Ke Nai, Zhiyong Li, Haidong Wang · 2022 · IEEE Transactions on Circuits and Systems for Video Technology
SiamSTC: Updatable Siamese tracking network via Spatio-Temporal Context
Bingbing Wei, Hongyu Chen, Qinghai Ding, Haibo Luo · 2023 · Knowledge-Based Systems
Searching Region-Free and Template-Free Siamese Network for Tracking Drones in TIR Videos
Bo Huang, Zeyang Dou, Junjie Chen, Jianan Li, Ning Shen, Ying Wang, Tingfa Xu · 2023 · IEEE Transactions on Geoscience and Remote Sensing
The First Visual Object Tracking Segmentation VOTS2023 Challenge Results
Matej Kristan, Jiřı́ Matas, Martin Danelljan, Michael Felsberg, Hyung Jin Chang, Luka Čehovin Zajc, Alan Lukežič, Ondřej Drbohlav, Zhongqun Zhang, Khanh-Tung Tran et al. · 2023 · IEEE International Conference on Computer Vision Workshops
Joint Spatio-Temporal Similarity and Discrimination Learning for Visual Tracking
Yanjie Liang, Haosheng Chen, Qiangqiang Wu, Changqun Xia, Jia Li · 2024 · IEEE Transactions on Circuits and Systems for Video Technology
Visual Tracking With Multiview Trajectory Prediction
Minye Wu, Haibin Ling, Ning Bi, Shenghua Gao, Qiang Hu, Hao Sheng, Jingyi Yu A · 2020 · IEEE Transactions on Image Processing
Activity-driven Weakly-Supervised Spatio-Temporal Grounding from Untrimmed Videos
Junwen Chen, Wentao Bao, Yu Kong · 2020 · ACM International Conference on Multimedia (ACM MM)
Using synthetic data for person tracking under adverse weather conditions
Abdulrahman Kerim, Ufuk Çelikcan, Erkut Erdem, Aykut Erdem · 2021 · Image and Vision Computing
Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking
Fei Xie, Wankou Yang, Kaihua Zhang, Bo Liu, Guangting Wang, Wangmeng Zuo · 2021 · IEEE International Conference on Computer Vision Workshops
SiamOAN: Siamese object-aware network for real-time target tracking
Bingbing Wei, Hongyu Chen, Qinghai Ding, Haibo Luo · 2021 · Neurocomputing
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation
Bin Yan, Dong Wang, Huchuan Lu, Xiaoyun Yang · 2020 · arXiv (Cornell University)
Multi-modal adapter for RGB-T tracking
He Wang, Tianyang Xu, Zhangyong Tang, Xiao-Jun Wu, Josef Kittler · 2025 · Information Fusion
Uncertainty and diversity-based active learning for UAV tracking
Yingqin Liang, Feng Huang, Zhaobing Qiu, Xiu Shu, Qiao Liu, Di Yuan · 2025 · Neurocomputing
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking
Wenrui Cai, Qingjie Liu, Yunhong Wang · 2025 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
UAV-Based Multispectral Object Tracking With Positive–Negative Prompt Mining Network
Xiang Teng, Dong Zhao, Pei Xiang, Xin Yu, Zhuanfeng Li, Chih–Chung Hsu, Tianfang Yang, Huixin Zhou, Jinchang Ren · 2026 · IEEE Transactions on Geoscience and Remote Sensing
HROM: Learning High-Resolution Representation and Object-Aware Masks for Visual Object Tracking
Dawei Zhang, Zheng Zheng, Tianxiang Wang, Yiran He · 2020 · Sensors
Learning Temporal-Correlated and Channel- Decorrelated Siamese Networks for Visual Tracking
Mao Xi, Wengang Zhou, Ning Wang, Houqiang Li · 2021 · IEEE Transactions on Multimedia
Hierarchical Spatiotemporal Graph Regularized Discriminative Correlation Filter for Visual Object Tracking
Sajid Javed, Arif Mahmood, Jorge M.M. Dias, Lakmal D. Seneviratne, Naoufel Werghi · 2021 · IEEE Transactions on Cybernetics
Target-Aware State Estimation for Visual Tracking
Zikun Zhou, Xin Li, Nana Fan, Hongpeng Wang, Zhenyu He · 2021 · IEEE Transactions on Circuits and Systems for Video Technology
DASFTOT: Dual attention spatiotemporal fused transformer for object tracking
Ruixu Wu, Xianbin Wen, Liming Yuan, Haixia Xu · 2022 · Knowledge-Based Systems
Trajectory Guided Robust Visual Object Tracking With Selective Remedy
Han Wang, Jing Liu, Yuting Su, Xiaokang Yang · 2023 · IEEE Transactions on Circuits and Systems for Video Technology
Learning Spatial Regularization Correlation Filters With the Hilbert-Schmidt Independence Criterion in RKHS for UAV Tracking
Zhiyong An, Xiumin Wang, Bo Li, Jingyi Fu · 2023 · IEEE Transactions on Instrumentation and Measurement
SFA-guided mosaic transformer for tracking small objects in snapshot spectral imaging
Lulu Chen, Yongqiang Zhao, Seong G. Kong · 2023 · ISPRS Journal of Photogrammetry and Remote Sensing
Joint spatio-temporal modeling for visual tracking
Yumei Sun, Chuanming Tang, Hui Luo, Qingqing Li, Xiaoming Peng, Jianlin Zhang, Meihui Li, Yuxing Wei · 2023 · Knowledge-Based Systems
A Transformer-based visual object tracker via learning immediate appearance change
Yifan Li, Xiaotao Liu, Dian Yuan, Jiaoying Wang, Peng Wu, Jing Liu · 2024 · Pattern Recognition
Refocus the Attention for Parameter-Efficient Thermal Infrared Object Tracking
Simiao Lai, Chang Xin Liu, Dong Wang, Huchuan Lu · 2024 · IEEE Transactions on Neural Networks and Learning Systems
Progressive Representation Learning for Real-Time UAV Tracking
Chang–Hong Fu, Xiang Lei, Haobo Zuo, Liangliang Yao, Guangze Zheng, Jia Pan · 2024 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Multi-Stream Siamese and Faster Region-Based Neural Network for Real-Time Object Tracking
Yi Liu, Liming Zhang, Zhihui Chen, Yan Yan, Hanzi Wang · 2020 · IEEE Transactions on Intelligent Transportation Systems
Learning Object Permanence from Video
Aviv Shamsian, Ofri Kleinfeld, Amir Globerson, Gal Chechik · 2020 · Lecture notes in computer science
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