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

20 April 2017

Jack Valmadre

Luca Bertinetto

João F. Henriques

Andrea Vedaldi

Philip H. S. Torr

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

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Title
Deep Convolutional Correlation Iterative Particle Filter for Visual Tracking Reza Jalil Mozhdehi Henry Medeiros 19 8 0 07 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip H. S. Torr Luca Bertinetto 37 82 0 05 Jul 2021
Learning to Associate Every Segment for Video Panoptic Segmentation Sanghyun Woo Dahun Kim Joon-Young Lee In So Kweon VOS 33 29 0 17 Jun 2021
SiamAPN++: Siamese Attentional Aggregation Network for Real-Time UAV Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 15 98 0 16 Jun 2021
Tracking by Joint Local and Global Search: A Target-aware Attention based Approach Tianlin Li Jin Tang B. Luo Yaowei Wang Yonghong Tian Feng Wu 30 29 0 09 Jun 2021
SiamMOT: Siamese Multi-Object Tracking Bing Shuai Andrew G. Berneshawi Xinyu Li Davide Modolo Joseph Tighe VOT 24 138 0 25 May 2021
Finding a Needle in a Haystack: Tiny Flying Object Detection in 4K Videos using a Joint Detection-and-Tracking Approach Ryota Yoshihashi Rei Kawakami Shaodi You T. Trinh M. Iida T. Naemura ObjD VOT 29 3 0 18 May 2021
Spatio-Temporal Matching for Siamese Visual Tracking Jinpu Zhang Yuehuang Wang 21 11 0 06 May 2021
Updatable Siamese Tracker with Two-stage One-shot Learning Xing Sun G. Han Lihong Guo Tingfa Xu Jianan Li Peixun Liu 16 8 0 30 Apr 2021
Few-Shot Video Object Detection Qi Fan Chi-Keung Tang Yu-Wing Tai 34 11 0 30 Apr 2021
Two stages for visual object tracking Fei Chen Fuhan Zhang Xiaodong Wang 34 1 0 28 Apr 2021
Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network Seunghyun Lee B. Song 16 6 0 28 Apr 2021
Learning To Count Everything Viresh Ranjan U. Sharma Thua Nguyen Minh Hoai 21 139 0 16 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
Learning Residue-Aware Correlation Filters and Refining Scale Estimates with the GrabCut for Real-Time UAV Tracking Shuiwang Li Yuting Liu Qijun Zhao Ziliang Feng 27 22 0 07 Apr 2021
Learning to Filter: Siamese Relation Network for Robust Tracking Shuyang Cheng Bineng Zhong Guorong Li Xin Liu Zhenjun Tang Xianxian Li Jing Wang 38 87 0 02 Apr 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 24 704 0 31 Mar 2021
Benchmarking Deep Trackers on Aerial Videos A. M. N. Taufique Breton L. Minnehan Andreas E. Savakis 27 12 0 24 Mar 2021
Deconvolution-and-convolution Networks Yimin Yang Wandong Zhang Jonathan Wu Will Zhao Ao Chen 13 8 0 22 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
DCF-ASN: Coarse-to-fine Real-time Visual Tracking via Discriminative Correlation Filter and Attentional Siamese Network Xizhe Xue Ying Li Xiaoyue Yin Qiang Shen 16 0 0 19 Mar 2021
Monocular Quasi-Dense 3D Object Tracking Hou-Ning Hu Yung-Hsu Yang Tobias Fischer Trevor Darrell F. I. F. Richard Yu Min Sun 3DPC 28 115 0 12 Mar 2021
PatchNet -- Short-range Template Matching for Efficient Video Processing Huizi Mao Sibo Zhu Song Han W. Dally VOS 30 5 0 10 Mar 2021
Multiple Convolutional Features in Siamese Networks for Object Tracking Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir VOT 29 6 0 01 Mar 2021
MFST: Multi-Features Siamese Tracker Zhenxi Li Guillaume-Alexandre Bilodeau W. Bouachir 24 1 0 01 Mar 2021
Revisiting the details when evaluating a visual tracker Zan Huang VOT 16 0 0 25 Jan 2021
Anti-UAV: A Large Multi-Modal Benchmark for UAV Tracking Nan Jiang Kuiran Wang Xiaoke Peng Xuehui Yu Qiang Wang Junliang Xing Guorong Li Jian-jun Zhao G. Guo Zhenjun Han 30 90 0 21 Jan 2021
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming Jizhe Zhou Chi-Man Pun PICV 24 34 0 04 Jan 2021
Rotation Equivariant Siamese Networks for Tracking D. K. Gupta Devanshu Arya E. Gavves 31 36 0 24 Dec 2020
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies Jinzheng Cai Youbao Tang K. Yan Adam P. Harrison Jing Xiao Gigin Lin Le Lu MedIm 36 29 0 09 Dec 2020
CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation Yang Fu Linjie Yang Ding Liu Thomas S. Huang Humphrey Shi VOS 32 71 0 07 Dec 2020
LookOut! Interactive Camera Gimbal Controller for Filming Long Takes Mohamed Sayed R. Cinca Enrico Costanza Gabriel J. Brostow 22 7 0 03 Dec 2020
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound D. Chanti Vanessa Gonzalez Duque Marion Crouzier A. Nordez L. Lacourpaille Diana Mateus MedIm 6 0 0 26 Nov 2020
Siamese Tracking with Lingual Object Constraints Maximilian Filtenborg E. Gavves D. K. Gupta 14 3 0 23 Nov 2020
Graph Attention Tracking Dongyan Guo Yan Shao Ying Cui Zhenhua Wang Liyan Zhang Chunhua Shen 27 315 0 23 Nov 2020
Transparent Object Tracking Benchmark Heng Fan Halady Akhilesha Miththanthaya Harshit Harshit Siranjiv Ramana Rajan Xiaoqiong Liu Zhilin Zou Yuewei Lin Haibin Ling 19 26 0 21 Nov 2020
TRAT: Tracking by Attention Using Spatio-Temporal Features Hasan Saribas Hakan Çevikalp Okan Kopuklu Bedirhan Uzun 21 25 0 18 Nov 2020
RSINet: Rotation-Scale Invariant Network for Online Visual Tracking Yang Fang Geun-Sik Jo Chang-Hee Lee 19 4 0 18 Nov 2020
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang Dacheng Tao 31 462 0 17 Nov 2020
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss Andong Lu Chenglong Li Y. Yan Jin Tang B. Luo 15 124 0 14 Nov 2020
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning Xuehui Wang Qing Wang Yuzhi Zhao Junchi Yan Lei Fan Long Chen SupR 28 46 0 13 Nov 2020
Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation Changhong Fu Bowen Li Fangqiang Ding Fuling Lin Geng Lu 46 62 0 13 Oct 2020
Deep4Air: A Novel Deep Learning Framework for Airport Airside Surveillance Phat Thai Sameer Alam Nimrod Lilith Phu N. Tran N. T. Binh 11 10 0 02 Oct 2020
Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking Fei Xie Wankou Yang Bo Liu Kaihua Zhang Wanli Xue W. Zuo VOS 28 3 0 21 Sep 2020
GOCor: Bringing Globally Optimized Correspondence Volumes into Your Neural Network Prune Truong Martin Danelljan Luc Van Gool Radu Timofte 19 76 0 16 Sep 2020
LaSOT: A High-quality Large-scale Single Object Tracking Benchmark Heng Fan Hexin Bai Liting Lin Fan Yang Peng Chu ... Juehuan Liu Yong-mei Xu Chunyuan Liao Lin Yuan Haibin Ling VOT 40 208 0 08 Sep 2020
Online Visual Tracking with One-Shot Context-Aware Domain Adaptation Hossein Kashiani Amir Imani S. B. Shokouhi Ahmad Ayatollahi 29 2 0 22 Aug 2020
Blending of Learning-based Tracking and Object Detection for Monocular Camera-based Target Following Pranoy Panda Martin Barczyk VOT 11 2 0 21 Aug 2020
Line-Circle-Square (LCS): A Multilayered Geometric Filter for Edge-Based Detection Seyed Amir Tafrishi Xiaotian Dai Vahid E. Kandjani 10 3 0 21 Aug 2020