Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking

28 December 2021

Xiaojuan Qi

Bing Li

Papers citing "Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking"

46 / 46 papers shown

Title
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 347 6,792 0 13 Jun 2020
Tracking by Instance Detection: A Meta-Learning Approach Guangting Wang Chong Luo Xiaoyan Sun Zhiwei Xiong Wenjun Zeng 69 148 0 02 Apr 2020
High-Performance Long-Term Tracking with Meta-Updater Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang 78 198 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 62 292 0 29 Mar 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 71 521 0 27 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 114 670 0 15 Mar 2020
GlobalTrack: A Simple and Strong Baseline for Long-term Tracking Lianghua Huang Xin Zhao Kaiqi Huang 48 232 0 18 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 99 515 0 28 Nov 2019
Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning Ilchae Jung Kihyun You Hyeonwoo Noh Minsu Cho Bohyung Han 50 27 0 25 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 56 234 0 20 Nov 2019
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 66 818 0 14 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 179 12,065 0 13 Nov 2019
Augmented Memory for Correlation Filters in Real-Time UAV Tracking Yiming Li Changhong Fu Fangqiang Ding Ziyuan Huang Jia Pan 43 33 0 24 Sep 2019
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 64 237 0 15 Sep 2019
'Skimming-Perusal' Tracking: A Framework for Real-Time and Robust Long-term Tracking B. Yan Haojie Zhao Dong Wang Huchuan Lu Xiaoyun Yang 81 158 0 04 Sep 2019
Learning Aberrance Repressed Correlation Filters for Real-Time UAV Tracking Ziyuan Huang Changhong Fu Yiming Li Fuling Lin Peng Lu 55 299 0 06 Aug 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 73 312 0 02 Aug 2019
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 48 165 0 30 Jul 2019
ROAM: Recurrently Optimizing Tracking Model Tianyu Yang Pengfei Xu Runbo Hu Hua Chai Antoni B. Chan 34 92 0 28 Jul 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 128 1,039 0 15 Apr 2019
SPM-Tracker: Series-Parallel Matching for Real-Time Visual Object Tracking Guangting Wang Chong Luo Zhiwei Xiong Wenjun Zeng 62 194 0 09 Apr 2019
Unsupervised Deep Tracking Ning Wang Yibing Song Chao Ma Wen-gang Zhou Wen Liu Houqiang Li 87 332 0 03 Apr 2019
Target-Aware Deep Tracking Xin Li Chao Ma Baoyuan Wu Zhenyu He Ming-Hsuan Yang 71 352 0 03 Apr 2019
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 50 1,204 0 12 Dec 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 81 1,344 0 29 Oct 2018
Continual Learning of Context-dependent Processing in Neural Networks Guanxiong Zeng Yang Chen Bo Cui Shan Yu CLL 75 308 0 29 Sep 2018
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 157 1,167 0 20 Sep 2018
Real-Time MDNet Ilchae Jung Jeany Son Mooyeol Baek Bohyung Han 57 272 0 27 Aug 2018
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking Tianyang Xu Zhenhua Feng Xiaojun Wu J. Kittler 68 324 0 30 Jul 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing Dan Xu Wanli Ouyang Xiaogang Wang N. Sebe MoE 46 477 0 11 May 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 312 803 0 28 Mar 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking Feng Li Cheng Tian W. Zuo Lei Zhang Ming-Hsuan Yang 71 697 0 23 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 60 284 0 20 Mar 2018
Sparsity Invariant CNNs J. Uhrig N. Schneider Lukas Schneider Uwe Franke Thomas Brox Andreas Geiger 124 826 0 22 Aug 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 85 1,398 0 20 Apr 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,894 0 09 Mar 2017
Semi-Supervised Deep Learning for Monocular Depth Map Prediction Yevhen Kuznietsov J. Stückler Bastian Leibe MDE SSL 143 669 0 09 Feb 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 633 12,003 0 04 Dec 2016
Overcoming catastrophic forgetting in neural networks J. Kirkpatrick Razvan Pascanu Neil C. Rabinowitz J. Veness Guillaume Desjardins ... A. Grabska-Barwinska Demis Hassabis Claudia Clopath D. Kumaran R. Hadsell CLL 337 7,498 0 02 Dec 2016
Discriminative Scale Space Tracking Martin Danelljan Gustav Häger Fahad Shahbaz Khan Michael Felsberg 51 1,132 0 20 Sep 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,879 0 30 Jun 2016
Learning feed-forward one-shot learners Luca Bertinetto João F. Henriques Jack Valmadre Philip Torr Andrea Vedaldi 57 471 0 16 Jun 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 423 18,346 0 27 May 2016
Depth from a Single Image by Harmonizing Overcomplete Local Network Predictions Ayan Chakrabarti Jingyu Shao Gregory Shakhnarovich MDE 158 116 0 23 May 2016
Semantic Image Segmentation with Deep Convolutional Nets and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 164 4,892 0 22 Dec 2014
High-Speed Tracking with Kernelized Correlation Filters João F. Henriques Rui Caseiro P. Martins Jorge Batista 82 5,133 0 30 Apr 2014