Kevoen/Visual_Object_Tracking

Online update visual object tracking

Visual_Object_Tracking

Online update visual object tracking

📃Single Object Tracking papers

🏷ICCV-2021

• KeepTrackLearning Target Candidate Association to Keep Track of What Not to Track. Christoph Mayer, Martin Danelljan, Danda Pani Paudel, Luc van Gool. [Paper] [Code] )

• LTM: Learn to Match: Automatic Matching Network Design for Visual Tracking. Zhang Zhipeng, Liu Yihao, Wang Xiao, Li Bing, Hu Weiming. [Paper] [Code)]

• ABA: Learning to Adversarially Blur Visual Object Tracking. Qing Guo, Ziyi Cheng, Felix Juefei-Xu, Lei Ma, Xiaofei Xie, Yang Liu, Jianjun Zhao, [Paper] [Code]

• STARKLearning Spatio-Temporal Transformer for Visual Tracking. Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu.[Paper] [Code]

• HiFT: Hierarchical Feature Transformer for Aerial Tracking. Ziang Cao, Changhong Fu, Junjie Ye, Bowen Li, Yiming Li. [Paper] [Code]

• Saliency-Associated Object Tracking. Zikun Zhou, Wenjie Pei, Xin Li, Hongpeng Wang, Feng Zheng, Zhenyu He. [Paper] [Code]

• Video Annotation for Visual Tracking via Selection and Refinement. Kenan Dai, Jie Zhao, Lijun Wang, Dong Wang, Jianhua Li, Huchuan Lu, Xuesheng Qian, Xiaoyun Yang. [Paper] [Code]

• Object Tracking by Jointly Exploiting Frame and Event Domain, Jiqing Zhang, Xin Yang, Yingkai Fu, Xiaopeng Wei, Baocai Yin, Bo Dong [Project] [Video]

🏷CVPR-2021

• TNL2K: Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark， Xiao Wang, Xiujun Shu, Zhipeng Zhang, Bo Jiang, Yaowei Wang, Yonghong Tian, Feng Wu [Paper] [Project] [TNL2K-BaiduYun (Code: pclt)] [SOT Paper List] [Benchmark-Results] [Demo Video (Youtube)]

• TransformerTrack: Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking, Wang, Ning and Zhou, Wengang and Wang, Jie and Li, Houqiang [Paper] [Code]

• TransT: Transformer Tracking, [Paper] [Code]

• SNLT: Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers [Paper] [Code]

• IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking, Shuai Jia, Yibing Song, Chao Ma, Xiaokang Yang, [Paper] [Code]

• Rotation Equivariant Siamese Networks for Tracking, Deepak K. Gupta, Devanshu Arya, Efstratios Gavves, [Paper] [Code]

• SiamGAT: Graph Attention Tracking, Guo, Dongyan and Shao, Yanyan and Cui, Ying and Wang, Zhenhua and Zhang, Liyan and Shen, Chunhua [Paper] [Code]

• STMTrack: Template-free Visual Tracking with Space-time Memory Networks, Zhihong Fu, Qingjie Liu, Zehua Fu, Yunhong Wang [Paper] [Code]

• Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation, Bin Yan, Xinyu Zhang, Dong Wang, Huchuan Lu, Xiaoyun Yang, CVPR2021 [Paper] [Code]

• LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search, Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu, CVPR2021 [Paper] [Code]

• Progressive Unsupervised Learning for Visual Object Tracking, Qiangqiang Wu, Jia Wan, Antoni B. Chan [Paper]

• MeanShift++: Extremely Fast Mode-Seeking With Applications to Segmentation and Object Tracking, Jennifer Jang, Heinrich Jiang [Paper]

• Learning To Filter: Siamese Relation Network for Robust Tracking, Siyuan Cheng, Bineng Zhong, Guorong Li, Xin Liu, Zhenjun Tang, Xianxian Li, Jing Wang, [[Paper](Learning to Filter: Siamese Relation Network for Robust Tracking)] [Code]

• Polygonal Point Set Tracking Gunhee Nam, Miran Heo, Seoung Wug Oh, Joon-Young Lee, Seon Joo Kim [Paper]

• Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark Longyin Wen, Dawei Du, Pengfei Zhu, Qinghua Hu, Qilong Wang, Liefeng Bo, Siwei Lyu, [Paper] [Code]

• CapsuleRRT: Relationships-Aware Regression Tracking via Capsules Ding Ma, Xiangqian Wu [Paper]

• Track, Check, Repeat: An EM Approach to Unsupervised Tracking Adam W. Harley, Yiming Zuo, Jing Wen, Ayush Mangal, Shubhankar Potdar, Ritwick Chaudhry, Katerina Fragkiadaki, [Paper]

• Learning To Fuse Asymmetric Feature Maps in Siamese Trackers Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen, [Paper] [Code]

• DMTrack: Zhang, Zikai, et al. "Distractor-Aware Fast Tracking via Dynamic Convolutions and MOT Philosophy." Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2021. [Paper] [Code]

🏷AAAI-2021

• Model Uncertainty Guides Visual Object Tracking, Lijun Zhou, Antoine Ledent, Qintao Hu, Ting Liu, Jianlin Zhang, Marius Kloft [Paper]

• Towards Universal Physical Attacks on Single Object Tracking, Li Ding, Yongwei Wang, Kaiwen Yuan, Minyang Jiang, Ping Wang, Hua Huang, Z. Jane Wang [Paper]

• Visual Tracking via Hierarchical Deep Reinforcement Learning, Dawei Zhang, Zhonglong Zheng, Riheng Jia, Minglu Li [Paper]

• A Unified Multi-Scenario Attacking Network for Visual Object Tracking, Xuesong Chen, Canmiao Fu, Feng Zheng, Yong Zhao, Hongsheng Li, Ping Luo, Guo-Jun Qi [Paper]