End-to-end representation learning for Correlation Filter based tracking

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Philip Torr

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Papers citing "End-to-end representation learning for Correlation Filter based tracking"

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Title
Automatic Failure Recovery and Re-Initialization for Online UAV Tracking with Joint Scale and Aspect Ratio Optimization Fangqiang Ding Changhong Fu Yiming Li Jin Jin Chen Feng 24 8 0 10 Aug 2020
DR^2Track: Towards Real-Time Visual Tracking for UAV via Distractor Repressed Dynamic Regression Changhong Fu Fangqiang Ding Yiming Li Jin Jin Chen Feng 24 9 0 10 Aug 2020
Learning Consistency Pursued Correlation Filters for Real-Time UAV Tracking Changhong Fu Xiaoxiao Yang Fan Li Juntao Xu Changjing Liu Peng Lu 11 7 0 09 Aug 2020
Hard Negative Samples Emphasis Tracker without Anchors Zhongzhou Zhang Lei Zhang 30 2 0 08 Aug 2020
MOR-UAV: A Benchmark Dataset and Baselines for Moving Object Recognition in UAV Videos Murari Mandal L. Kumar Santosh Kumar Vipparthi 36 48 0 04 Aug 2020
LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark Qiao Liu Xin Li Zhenyu He Chenglong Li Jun Li ... Di Yuan Jing Li Kai-Bo Yang Nana Fan Feng Zheng 40 90 0 03 Aug 2020
Self-supervised Object Tracking with Cycle-consistent Siamese Networks Weihao Yuan M. Y. Wang Qifeng Chen 11 19 0 03 Aug 2020
Towards Robust Visual Tracking for Unmanned Aerial Vehicle with Tri-Attentional Correlation Filters Yujie He Changhong Fu Fuling Lin Yiming Li Peng Lu 23 12 0 02 Aug 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 87 103 0 22 Jul 2020
Robust Tracking against Adversarial Attacks Shuai Jia Chao Ma Yibing Song Xiaokang Yang AAML 28 48 0 20 Jul 2020
Tracking-by-Counting: Using Network Flows on Crowd Density Maps for Tracking Multiple Targets Weihong Ren Xinchao Wang Jiandong Tian Yandong Tang Antoni B. Chan VOT 33 67 0 18 Jul 2020
AlignNet: Unsupervised Entity Alignment Antonia Creswell Kyriacos Nikiforou Oriol Vinyals Andre Saraiva Rishabh Kabra ... Christopher P. Burgess Malcolm Reynolds Richard Tanburn M. Garnelo Murray Shanahan VOS 3DPC OCL 12 14 0 17 Jul 2020
Visual Tracking by TridentAlign and Context Embedding Janghoon Choi Junseok Kwon Kyoung Mu Lee 19 15 0 14 Jul 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 28 172 0 04 Jul 2020
Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking Di Yuan Xiu Shu Nana Fan Xiaojun Chang Qiao Liu Zhenyu He 27 36 0 03 Jul 2020
Optimisation of a Siamese Neural Network for Real-Time Energy Efficient Object Tracking Dominika Przewlocka Mateusz Wasala Hubert Szolc Krzysztof Błachut T. Kryjak MQ 22 7 0 01 Jul 2020
Motion Prediction in Visual Object Tracking Jianren Wang Yihui He 26 7 0 01 Jul 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 13 639 0 18 Jun 2020
Cascaded Regression Tracking: Towards Online Hard Distractor Discrimination Ning Wang Wen-gang Zhou Q. Tian Houqiang Li VOT 36 7 0 18 Jun 2020
Filter design for small target detection on infrared imagery using normalized-cross-correlation layer H. S. Demir Erdem Akagündüz 13 3 0 15 Jun 2020
Siamese Keypoint Prediction Network for Visual Object Tracking Qiang Li Zekui Qin Wenbo Zhang Wen Zheng 28 9 0 07 Jun 2020
COMET: Context-Aware IoU-Guided Network for Small Object Tracking S. M. Marvasti-Zadeh Javad Khaghani Hossein Ghanei-Yakhdan S. Kasaei Li Cheng 22 27 0 04 Jun 2020
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 33 12 0 27 May 2020
Multi-Object Tracking with Siamese Track-RCNN Bing Shuai Andrew G. Berneshawi Davide Modolo Joseph Tighe VOT 16 31 0 16 Apr 2020
Fully Convolutional Online Tracking Yutao Cui Cheng Jiang Limin Wang Gangshan Wu VOT 39 49 0 15 Apr 2020
Efficient Scale Estimation Methods using Lightweight Deep Convolutional Neural Networks for Visual Tracking S. M. Marvasti-Zadeh Hossein Ghanei-Yakhdan S. Kasaei 17 8 0 06 Apr 2020
Effective Fusion of Deep Multitasking Representations for Robust Visual Tracking S. M. Marvasti-Zadeh Hossein Ghanei-Yakhdan S. Kasaei Kamal Nasrollahi T. Moeslund 24 3 0 03 Apr 2020
Tracking by Instance Detection: A Meta-Learning Approach Guangting Wang Chong Luo Xiaoyan Sun Zhiwei Xiong Wenjun Zeng 26 148 0 02 Apr 2020
Progressive Multi-Stage Learning for Discriminative Tracking Weichao Li Xi Li Omar Elfarouk Bourahla Fuxian Huang Fei Wu Wei Liu Zhiheng Wang Hongmin Liu 39 8 0 01 Apr 2020
AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Geng Lu 24 291 0 29 Mar 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 27 514 0 27 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 30 313 0 24 Mar 2020
M $^5$ L: Multi-Modal Multi-Margin Metric Learning for RGBT Tracking Zhengzheng Tu Chun Lin Chenglong Li Jin Tang Bin Luo 107 60 0 17 Mar 2020
Multi-Drone based Single Object Tracking with Agent Sharing Network Pengfei Zhu Jiayu Zheng Dawei Du Longyin Wen Yiming Sun Q. Hu VOT 13 49 0 16 Mar 2020
OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features A. Osokin Denis Sumin V. Lomakin ObjD 20 57 0 15 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 103 662 0 15 Mar 2020
Keyfilter-Aware Real-Time UAV Object Tracking Yiming Li Changhong Fu Ziyuan Huang Yinqiang Zhang Jia Pan 10 42 0 11 Mar 2020
A Hybrid Approach for Tracking Individual Players in Broadcast Match Videos Roberto L. Castro Diego Andrade B. Fraguela 14 0 0 06 Mar 2020
Plug & Play Convolutional Regression Tracker for Video Object Detection Ye Lyu M. Yang G. Vosselman Guisong Xia ObjD 37 2 0 02 Mar 2020
MPM: Joint Representation of Motion and Position Map for Cell Tracking Junya Hayashida Kazuya Nishimura Ryoma Bise VOT 32 31 0 25 Feb 2020
Object-Adaptive LSTM Network for Real-time Visual Tracking with Adversarial Data Augmentation Yihan Du Y. Yan Si Chen Yang Hua 25 20 0 07 Feb 2020
Detection and Tracking Meet Drones Challenge Pengfei Zhu Longyin Wen Dawei Du Xiao Bian Heng Fan Q. Hu Haibin Ling AI4TS 18 552 0 16 Jan 2020
Pose-Assisted Multi-Camera Collaboration for Active Object Tracking Jing Li Jing Xu Fangwei Zhong Xiangyu Kong Yu Qiao Yizhou Wang VOT 11 41 0 15 Jan 2020
A single target tracking algorithm based on Generative Adversarial Networks Zhaofu Diao 18 1 0 27 Dec 2019
Extending Multi-Object Tracking systems to better exploit appearance and 3D information Kanchana Ranasinghe S. Liyanaarachchi Harsha Ranasinghe Mayuka Jayawardhana VOT 18 0 0 25 Dec 2019
GlobalTrack: A Simple and Strong Baseline for Long-term Tracking Lianghua Huang Xin Zhao Kaiqi Huang 24 231 0 18 Dec 2019
SiamMan: Siamese Motion-aware Network for Visual Tracking Wenzhang Zhou Longyin Wen Libo Zhang Dawei Du Tiejian Luo Y. Wu 24 12 0 11 Dec 2019
Siamese Natural Language Tracker: Tracking by Natural Language Descriptions with Siamese Trackers Qi Feng Vitaly Ablavsky Qinxun Bai Stan Sclaroff 31 17 0 04 Dec 2019
Improving Model Drift for Robust Object Tracking Qiujie Dong Xuedong He Haiyan Ge Qin Liu Aifu Han Shengzong Zhou 20 5 0 02 Dec 2019
SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking Qintao Hu Lijun Zhou Xiaoxiao Wang Yao Mao Jianlin Zhang QiXiang Ye 29 9 0 02 Dec 2019