Learning Discriminative Model Prediction for Tracking

15 April 2019

Goutam Bhat

Martin Danelljan

Luc Van Gool

Radu Timofte

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Papers citing "Learning Discriminative Model Prediction for Tracking"

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Title
TPT-Bench: A Large-Scale, Long-Term and Robot-Egocentric Dataset for Benchmarking Target Person Tracking Hanjing Ye Yu Zhan Weixi Situ Guangcheng Chen Jingwen Yu Kuanqi Cai Hong Zhang 28 0 0 12 May 2025
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 26 0 0 09 May 2025
RGB-D Tracking via Hierarchical Modality Aggregation and Distribution Network Boyue Xu Y. Xu Ruichao Hou Jia Bei Tongwei Ren Gangshan Wu 44 1 0 24 Apr 2025
STEP: Simultaneous Tracking and Estimation of Pose for Animals and Humans Shashikant Verma Harish Katti Soumyaratna Debnath Yamuna Swamy S. Raman 165 0 0 17 Mar 2025
Dynamic-Dark SLAM: RGB-Thermal Cooperative Robot Vision Strategy for Multi-Person Tracking in Both Well-Lit and Low-Light Scenes Tatsuro Sakai Kanji Tanaka Jonathan Tay Yu Liang Muhammad Adil Luqman Daiki Iwata 52 0 0 17 Mar 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang X. Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 55 0 0 08 Feb 2025
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba Andong Lu Wanyu Wang Chenglong Li Jin Tang B. Luo Mamba 49 2 0 31 Dec 2024
Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking You Wu Yongxin Li Mengyuan Liu Xucheng Wang Xiangyang Yang Hengzhou Ye Dan Zeng Qijun Zhao Shuiwang Li 123 0 0 28 Dec 2024
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 86 0 0 28 Nov 2024
MambaTrack: Exploiting Dual-Enhancement for Night UAV Tracking Chunhui Zhang Li Liu Hao-Kai Wen Xi Zhou Y. Wang Mamba 102 2 0 24 Nov 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 50 0 0 03 Oct 2024
UAV (Unmanned Aerial Vehicles): Diverse Applications of UAV Datasets in Segmentation, Classification, Detection, and Tracking Md. Mahfuzur Rahman Sunzida Siddique Marufa Kamal Rakib Hossain Rifat Kishor Datta Gupta AI4TS 31 0 0 05 Sep 2024
Adaptively Bypassing Vision Transformer Blocks for Efficient Visual Tracking Xiangyang Yang Dan Zeng Xucheng Wang You Wu Hengzhou Ye Qijun Zhao Shuiwang Li 59 3 0 12 Jun 2024
A Novel Bounding Box Regression Method for Single Object Tracking Omar Abdelaziz Mohamed Shehata 30 0 0 16 May 2024
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
AFter: Attention-based Fusion Router for RGBT Tracking Andong Lu Wanyu Wang Chenglong Li Jin Tang Bin Luo 57 5 0 04 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 39 1 0 22 Apr 2024
Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL Fangwei Zhong Kui Wu Hai Ci Churan Wang Hao Chen OffRL 39 2 0 15 Apr 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 43 2 0 26 Mar 2024
X Modality Assisting RGBT Object Tracking Zhaisheng Ding Haiyan Li Ruichao Hou Yanyu Liu Shidong Xie 55 3 0 27 Dec 2023
PhyOT: Physics-informed object tracking in surveillance cameras Kawisorn Kamtue José M. F. Moura Orathai Sangpetch Paulo Garcia 15 2 0 14 Dec 2023
Instance Tracking in 3D Scenes from Egocentric Videos Yunhan Zhao Haoyu Ma Shu Kong Charless C. Fowlkes 3DPC 23 4 0 07 Dec 2023
Deep MDP: A Modular Framework for Multi-Object Tracking Abhineet Singh VOT 28 0 0 22 Oct 2023
Extended target tracking utilizing machine-learning software -- with applications to animal classification Magnus Malmström Anton Kullberg Isaac Skog Daniel Axehill Fredrik K. Gustafsson 35 1 0 12 Oct 2023
DCPT: Darkness Clue-Prompted Tracking in Nighttime UAVs Jiawen Zhu Huayi Tang Zhi-Qi Cheng Ju He Bin Luo Shihao Qiu Shengming Li Huchuan Lu 26 13 0 19 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 21 4 0 15 Sep 2023
Learning Spatial Distribution of Long-Term Trackers Scores V. M. Scarrica A. Staiano 24 0 0 02 Aug 2023
360VOT: A New Benchmark Dataset for Omnidirectional Visual Object Tracking Huajian Huang Yin Xu Yingshu Chen Sai-Kit Yeung 22 6 0 27 Jul 2023
Tracking Anything in High Quality Jiawen Zhu Zhe Chen Zeqi Hao Shijie Chang Lu Zhang ... Bin Luo Ju He Jinpeng Lan Hanyuan Chen Chenyang Li VOS 18 7 0 26 Jul 2023
CoTracker: It is Better to Track Together Nikita Karaev Ignacio Rocco Benjamin Graham Natalia Neverova Andrea Vedaldi Christian Rupprecht VOT ViT 49 246 0 14 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 43 15 0 07 Jul 2023
RGB-T Tracking Based on Mixed Attention Yang Luo Xiqing Guo Ming Dong Jin-xia Yu 31 15 0 09 Apr 2023
RGBT Tracking via Progressive Fusion Transformer with Dynamically Guided Learning Yabin Zhu Chenglong Li Xiao Wang Jin Tang Zhixiang Huang 29 7 0 26 Mar 2023
Tracker Meets Night: A Transformer Enhancer for UAV Tracking Junjie Ye Changhong Fu Ziang Cao Shan An Guang-Zheng Zheng Bowen Li 37 52 0 20 Mar 2023
Adaptive Siamese Tracking with a Compact Latent Network Xingping Dong Jianbing Shen Fatih Porikli Jiebo Luo Ling Shao 35 30 0 02 Feb 2023
Underwater Object Tracker: UOSTrack for Marine Organism Grasping of Underwater Vehicles Yunfeng Li Bo Wang Ye Li Zhuoyan Liu Weijie Huo Yueming Li Jian Cao 34 21 0 04 Jan 2023
PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework Bowen Li Ziyuan Huang Junjie Ye Yiming Li S. Scherer Hang Zhao Changhong Fu 30 6 0 21 Nov 2022
Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric Chuanming Tang Xiao Wang Ju Huang Bowei Jiang Lin Zhu Jianlin Zhang Yaowei Wang Yonghong Tian 33 32 0 20 Nov 2022
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets Yu-Hsi Chen Chien-Yao Wang Cheng Yang Hung-Shuo Chang Youn-Long Lin Yung-Yu Chuang Hongpeng Liao VOT 27 10 0 12 Nov 2022
Fast Hierarchical Learning for Few-Shot Object Detection Yihang She Goutam Bhat Martin Danelljan F. I. F. Richard Yu ObjD 19 1 0 10 Oct 2022
Trans2k: Unlocking the Power of Deep Models for Transparent Object Tracking A. Lukežič Ziga Trojer Juan E. Sala Matas Matej Kristan ViT 23 6 0 07 Oct 2022
TRADE: Object Tracking with 3D Trajectory and Ground Depth Estimates for UAVs Pedro F. Proença Patrick Spieler Robert A. Hewitt J. Delaune 27 2 0 07 Oct 2022
AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility Mubashir Noman Wafa Al Ghallabi Daniya Najiha Christoph Mayer Akshay Dudhane Martin Danelljan Hisham Cholakkal Salman Khan Luc Van Gool F. Khan 23 19 0 14 Aug 2022
Towards Sequence-Level Training for Visual Tracking Minji Kim Seungkwang Lee Jungseul Ok Bohyung Han Minsu Cho 21 31 0 11 Aug 2022
DIMBA: Discretely Masked Black-Box Attack in Single Object Tracking Xiangyu Yin Wenjie Ruan J. Fieldsend AAML 35 28 0 17 Jul 2022
Towards Grand Unification of Object Tracking B. Yan Yi-Xin Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 40 136 0 14 Jul 2022
Ranking-Based Siamese Visual Tracking Feng Tang Qi Ling 44 43 0 24 May 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Xiao Wang Zhe Chen Bo Jiang Jin Tang B. Luo Dacheng Tao 37 18 0 19 May 2022
Siamese Object Tracking for Unmanned Aerial Vehicle: A Review and Comprehensive Analysis Changhong Fu Kunhan Lu Guang-Zheng Zheng Junjie Ye Ziang Cao Bowen Li Geng Lu 19 55 0 09 May 2022
CoCoLoT: Combining Complementary Trackers in Long-Term Visual Tracking Matteo Dunnhofer C. Micheloni VOT 24 7 0 09 May 2022