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
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 21 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
Transformer Tracking with Cyclic Shifting Window Attention Zikai Song Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 24 123 0 08 May 2022
Unsupervised Learning of Accurate Siamese Tracking Qiuhong Shen Leixian Qiao Jinyang Guo Peixia Li Xin Li Bo-wen Li Weitao Feng Weihao Gan Wei Wu Wanli Ouyang 32 41 0 04 Apr 2022
RGBD Object Tracking: An In-depth Review Jinyu Yang Zhe Li Song Yan Feng Zheng Alevs Leonardis Joni-Kristian Kämäräinen Ling Shao 27 10 0 26 Mar 2022
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 25 48 0 25 Mar 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 23 33 0 25 Mar 2022
Robust Visual Tracking by Segmentation M. Paul Martin Danelljan Christoph Mayer Luc Van Gool VOS 21 64 0 21 Mar 2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking Boyu Chen Peixia Li Lei Bai Leixian Qiao Qiuhong Shen Bo-wen Li Weihao Gan Wei Wu Wanli Ouyang ViT VOT 22 182 0 10 Mar 2022
Correlation-Aware Deep Tracking Fei Xie Chunyu Wang Guangting Wang Yue Cao Wankou Yang Wenjun Zeng VOT 29 119 0 03 Mar 2022
Global Instance Tracking: Locating Target More Like Humans Shiyu Hu Xin Zhao Lianghua Huang Kaiqi Huang 27 22 0 26 Feb 2022
Generative Target Update for Adaptive Siamese Tracking M. Kiran Le Thanh Nguyen-Meidine R. Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Eric Granger 18 1 0 21 Feb 2022
Visual Object Tracking on Multi-modal RGB-D Videos: A Review Xuefeng Zhu Tianyang Xu Xiaojun Wu 134 6 0 23 Jan 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 36 23 0 19 Jan 2022
The State of Aerial Surveillance: A Survey Kien Nguyen Thanh Clinton Fookes Sridha Sridharan Yingli Tian Feng Liu Xiaoming Liu Arun Ross 35 23 0 09 Jan 2022
A Discriminative Single-Shot Segmentation Network for Visual Object Tracking A. Lukežič Jirí Matas Matej Kristan VOS 26 9 0 22 Dec 2021
Adaptive Subsampling for ROI-based Visual Tracking: Algorithms and FPGA Implementation Odrika Iqbal Victor Isaac Torres Muro Sameeksha Katoch A. Spanias Suren Jayasuriya 29 12 0 17 Dec 2021
Efficient Visual Tracking with Exemplar Transformers Philippe Blatter Menelaos Kanakis Martin Danelljan Luc Van Gool ViT 21 80 0 17 Dec 2021
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 42 126 0 06 Dec 2021
Learning Tracking Representations via Dual-Branch Fully Transformer Networks Fei Xie Chunyu Wang Guangting Wang Wankou Yang Wenjun Zeng ViT 22 48 0 05 Dec 2021
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 31 303 0 02 Dec 2021
Explicitly Modeling the Discriminability for Instance-Aware Visual Object Tracking Mengmeng Wang Xiao-qiang Yang Yong Liu 12 1 0 28 Oct 2021
Siamese Transformer Pyramid Networks for Real-Time UAV Tracking Daitao Xing N. Evangeliou Athanasios Tsoukalas Anthony Tzes ViT 33 54 0 17 Oct 2021
Object Tracking by Jointly Exploiting Frame and Event Domain Jiqing Zhang Xin Yang Yingkai Fu Xiaopeng Wei Baocai Yin B. Dong 77 84 0 19 Sep 2021
DepthTrack : Unveiling the Power of RGBD Tracking Song Yan Jinyu Yang Jani Käpylä Feng Zheng A. Leonardis Joni-Kristian Kämäräinen 3DV MDE 23 56 0 31 Aug 2021
Is First Person Vision Challenging for Object Tracking? Matteo Dunnhofer Antonino Furnari G. Farinella C. Micheloni 27 23 0 31 Aug 2021
Learning to Track Objects from Unlabeled Videos Jilai Zheng Chao Ma Houwen Peng Xiaokang Yang VOT 21 47 0 28 Aug 2021
Box-Aware Feature Enhancement for Single Object Tracking on Point Clouds Chaoda Zheng Xu Yan Jiantao Gao Weibing Zhao Wei Zhang Zhen Li Shuguang Cui 46 90 0 10 Aug 2021
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 38 7 0 09 Aug 2021
Joint Inductive and Transductive Learning for Video Object Segmentation Yunyao Mao Ning Wang Wen-gang Zhou Houqiang Li VOS 28 98 0 08 Aug 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 26 196 0 31 Jul 2021
Unsupervised Cross-Modal Distillation for Thermal Infrared Tracking Jingxian Sun Lichao Zhang Yufei Zha Abel Gonzalez-Garcia Peng Zhang Wei Huang Yanning Zhang ViT 14 27 0 31 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 27 53 0 29 Jul 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 27 67 0 29 Jul 2021
Deep Convolutional Correlation Iterative Particle Filter for Visual Tracking Reza Jalil Mozhdehi Henry Medeiros 19 8 0 07 Jul 2021
Self-Supervised Tracking via Target-Aware Data Synthesis Xin Li Wenjie Pei Zikun Zhou Zhenyu He Huchuan Lu Ming-Hsuan Yang 22 19 0 21 Jun 2021
DISCO: accurate Discrete Scale Convolutions Ivan Sosnovik A. Moskalev A. Smeulders 26 31 0 04 Jun 2021
SiamRCR: Reciprocal Classification and Regression for Visual Object Tracking Jinlong Peng Zhengkai Jiang Yueyang Gu Yang Wu Yabiao Wang Ying Tai Chengjie Wang Weiyao Lin 21 38 0 24 May 2021
TrTr: Visual Tracking with Transformer Moju Zhao K. Okada Masayuki Inaba ViT 28 79 0 09 May 2021
Spatio-Temporal Matching for Siamese Visual Tracking Jinpu Zhang Yuehuang Wang 21 11 0 06 May 2021
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water Leon Amadeus Varga Benjamin Kiefer Martin Messmer A. Zell 29 110 0 05 May 2021
Updatable Siamese Tracker with Two-stage One-shot Learning Xing Sun G. Han Lihong Guo Tingfa Xu Jianan Li Peixun Liu 18 8 0 30 Apr 2021
LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search B. Yan Houwen Peng Kan Wu Dong Wang Jianlong Fu Huchuan Lu 36 164 0 29 Apr 2021
SiamCorners: Siamese Corner Networks for Visual Tracking Kai-Bo Yang Zhenyu He Wenjie Pei Zikun Zhou Xin Li Di Yuan Haijun Zhang 19 79 0 15 Apr 2021
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 27 225 0 01 Apr 2021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark Tianlin Li Xiujun Shu Zhipeng Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 19 151 0 31 Mar 2021
Learning Target Candidate Association to Keep Track of What Not to Track Christoph Mayer Martin Danelljan D. Paudel Luc Van Gool VOT 36 230 0 30 Mar 2021
Dynamic Attention guided Multi-Trajectory Analysis for Single Object Tracking Tianlin Li Zhe Chen Jin Tang B. Luo Yaowei Wang Yonghong Tian Feng Wu 26 44 0 30 Mar 2021
IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Shuai Jia Yibing Song Chao Ma Xiaokang Yang AAML 45 48 0 27 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 34 520 0 22 Mar 2021