Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking

7 March 2022

M. Kiran

Le Thanh Nguyen-Meidine

R. Sahay

Rafael M. O. Cruz

Louis-Antoine Blais-Morin

Eric Granger

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Papers citing "Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking"

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Title
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 74 227 0 01 Apr 2021
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 55 649 0 18 Jun 2020
High-Performance Long-Term Tracking with Meta-Updater Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang 86 198 0 01 Apr 2020
Incremental Learning In Online Scenario Jiangpeng He Runyu Mao Zeman Shao Fengqing Zhu CLL 79 153 0 30 Mar 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 90 522 0 27 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 72 317 0 24 Mar 2020
GradNet: Gradient-Guided Network for Visual Object Tracking Peixia Li Boyu Chen Wanli Ouyang Dong Wang Xiaoyun Yang Huchuan Lu 74 238 0 15 Sep 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 94 312 0 02 Aug 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 147 1,041 0 15 Apr 2019
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 177 1,171 0 20 Sep 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking Yingjie Yao Xiaohe Wu Lei Zhang Shiguang Shan W. Zuo 90 49 0 29 Jul 2018
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 110 506 0 12 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 332 806 0 28 Mar 2018
Learning Dynamic Memory Networks for Object Tracking Tianyu Yang Antoni B. Chan 86 284 0 20 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 80 568 0 24 Feb 2018
Lifelong Learning with Dynamically Expandable Networks Jaehong Yoon Eunho Yang Jeongtae Lee Sung Ju Hwang CLL 131 1,231 0 04 Aug 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 135 2,743 0 26 Jun 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 111 1,400 0 20 Apr 2017
On the Reliable Detection of Concept Drift from Streaming Unlabeled Data Tegjyot Singh Sethi M. Kantardzic 52 177 0 31 Mar 2017
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 376 7,587 0 02 Dec 2016
Modeling and Propagating CNNs in a Tree Structure for Visual Tracking Hyeonseob Nam Mooyeol Baek Bohyung Han VOT 92 329 0 25 Aug 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 86 3,889 0 30 Jun 2016
Progressive Neural Networks Andrei A. Rusu Neil C. Rabinowitz Guillaume Desjardins Hubert Soyer J. Kirkpatrick Koray Kavukcuoglu Razvan Pascanu R. Hadsell CLL AI4CE 87 2,465 0 15 Jun 2016