Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook

6 December 2021

Muhammad Haris Khan

Papers citing "Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook"

50 / 107 papers shown

Title
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking Heng Fan Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Hexin Bai Yong-mei Xu Chunyuan Liao Haibin Ling VOT 167 1,170 0 20 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 126 461 0 03 Sep 2018
Distractor-aware Siamese Networks for Visual Object Tracking Zheng Zhu Qiang Wang Yue Liu Wei Wu Junjie Yan Weiming Hu 99 1,172 0 18 Aug 2018
CornerNet: Detecting Objects as Paired Keypoints Hei Law Jia Deng ObjD 69 3,624 0 03 Aug 2018
Acquisition of Localization Confidence for Accurate Object Detection Borui Jiang Ruixuan Luo Jiayuan Mao Tete Xiao Yuning Jiang ObjD 61 852 0 30 Jul 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking Yingjie Yao Xiaohe Wu Lei Zhang Shiguang Shan W. Zuo 80 49 0 29 Jul 2018
Facial Landmark Detection: a Literature Survey Yue Wu Q. Ji CVBM 61 363 0 15 May 2018
Correlation Tracking via Joint Discrimination and Reliability Learning Chong Sun D. Wang Huchuan Lu Ming-Hsuan Yang 52 157 0 24 Apr 2018
Unveiling the Power of Deep Tracking Goutam Bhat Joakim Johnander Martin Danelljan Fahad Shahbaz Khan Michael Felsberg 65 405 0 18 Apr 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 321 805 0 28 Mar 2018
Context-aware Deep Feature Compression for High-speed Visual Tracking Jongwon Choi H. Chang Tobias Fischer Sangdoo Yun Kyuewang Lee Jiyeoup Jeong Y. Demiris J. Choi 53 193 0 28 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 78 698 0 23 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 76 284 0 20 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 69 568 0 24 Feb 2018
Meta-Tracker: Fast and Robust Online Adaptation for Visual Object Trackers Eunbyung Park Alexander C. Berg VOT TTA 76 167 0 09 Jan 2018
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Wu Wei Zou Junjie Yan 65 266 0 03 Nov 2017
Learning Policies for Adaptive Tracking with Deep Feature Cascades Chen Huang Simon Lucey Deva Ramanan 70 223 0 09 Aug 2017
CREST: Convolutional Residual Learning for Visual Tracking Yibing Song Chao Ma Lijun Gong Jiawei Zhang Rynson W. H. Lau Ming-Hsuan Yang 72 487 0 01 Aug 2017
Parallel Tracking and Verifying: A Framework for Real-Time and High Accuracy Visual Tracking Heng Fan Haibin Ling 68 276 0 01 Aug 2017
Robust Visual Tracking via Hierarchical Convolutional Features Chao Ma Jia-Bin Huang Xiaokang Yang Ming-Hsuan Yang 58 184 0 12 Jul 2017
Adaptive Correlation Filters with Long-Term and Short-Term Memory for Object Tracking Chao Ma Jia-Bin Huang Xiaokang Yang Ming-Hsuan Yang 89 152 0 07 Jul 2017
Learning Spatial-Aware Regressions for Visual Tracking Chong Sun Dong Wang Huchuan Lu Ming-Hsuan Yang 68 196 0 22 Jun 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 91 1,399 0 20 Apr 2017
DCFNet: Discriminant Correlation Filters Network for Visual Tracking Qiang Wang Jin Gao Junliang Xing Mengdan Zhang Weiming Hu 82 251 0 13 Apr 2017
Large Margin Object Tracking with Circulant Feature Maps Mengmeng Wang Yong-Jin Liu Zeyi Huang 82 540 0 15 Mar 2017
Learning Background-Aware Correlation Filters for Visual Tracking Hamed Kiani Galoogahi Ashton Fagg Simon Lucey 57 1,038 0 14 Mar 2017
YouTube-BoundingBoxes: A Large High-Precision Human-Annotated Data Set for Object Detection in Video Esteban Real Jonathon Shlens S. Mazzocchi Xin Pan Vincent Vanhoucke VOS ObjD 95 534 0 02 Feb 2017
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 183 15,625 0 25 Dec 2016
Speed/accuracy trade-offs for modern convolutional object detectors Jonathan Huang V. Rathod Chen Sun Menglong Zhu Anoop Korattikara Balan ... Ian S. Fischer Z. Wojna Yang Song S. Guadarrama Kevin Patrick Murphy 3DH 3DV 102 2,572 0 30 Nov 2016
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 119 2,273 0 28 Nov 2016
Discriminative Correlation Filter with Channel and Spatial Reliability A. Lukežič Tomás Vojír L. Č. Zajc Jirí Matas Matej Kristan 80 788 0 25 Nov 2016
Discriminative Scale Space Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 63 1,134 0 20 Sep 2016
Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning Yao Sui Ziming Zhang Guanghui Wang Yafei Tang Li Zhang 46 55 0 29 Aug 2016
Learning Spatially Regularized Correlation Filters for Visual Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 53 1,873 0 19 Aug 2016
Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking Martin Danelljan Andreas Robinson Fahad Shahbaz Khan Michael Felsberg 91 1,696 0 12 Aug 2016
UnitBox: An Advanced Object Detection Network Jiahui Yu Yuning Jiang Zhangyang Wang Zhimin Cao Thomas Huang CVBM 93 1,468 0 04 Aug 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 77 3,882 0 30 Jun 2016
Learning by tracking: Siamese CNN for robust target association Laura Leal-Taixé Cristian Canton Ferrer Konrad Schindler 53 427 0 26 Apr 2016
Learning to Track at 100 FPS with Deep Regression Networks David Held Sebastian Thrun Silvio Savarese OffRL 89 1,193 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Staple: Complementary Learners for Real-Time Tracking Luca Bertinetto Jack Valmadre Stuart Golodetz O. Mikšík Philip Torr 72 1,575 0 04 Dec 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 709 36,997 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 525 62,360 0 04 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 309 25,081 0 30 Apr 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 388 13,145 0 12 Mar 2015
A Novel Performance Evaluation Methodology for Single-Target Trackers Matej Kristan Jirí Matas A. Leonardis Tomás Vojír R. Pflugfelder G. Fernandez G. Nebehay Fatih Porikli Luka Cehovin 90 620 0 04 Mar 2015
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,694 0 17 Sep 2014
Computing the Stereo Matching Cost with a Convolutional Neural Network Jure Zbontar Yann LeCun 3DV 74 769 0 15 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,479 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,590 0 01 Sep 2014