Learning the Model Update for Siamese Trackers

Lichao Zhang, Abel González-García, Joost van de Weijer, Martin Danelljan, Fahad Shahbaz Khan

Type: Preprint

Publication Date: 2019-01-01

Citations: 12

DOI: https://doi.org/10.48550/arxiv.1908.00855

View Publication

Locations

arXiv (Cornell University) - View - PDF
DataCite API - View

Similar Works

Action	Title	Year	Authors
+ PDF Chat	Learning the Model Update for Siamese Trackers	2019	Lichao Zhang Abel González-García Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan
+ PDF Chat	Discriminative and Robust Online Learning for Siamese Visual Tracking	2020	Jinghao Zhou Peng Wang Haoyang Sun
+	Discriminative and Robust Online Learning for Siamese Visual Tracking	2019	Jinghao Zhou Peng Wang Haoyang Sun
+	Generative Target Update for Adaptive Siamese Tracking	2022	Madhu Kiran Le Thanh Nguyen-Meidine Rajat Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Éric Granger
+	Learning Historical Status Prompt for Accurate and Robust Visual Tracking	2023	Wenrui Cai Qingjie Liu Yunhong Wang
+ PDF Chat	Deformable Siamese Attention Networks for Visual Object Tracking	2020	Yuechen Yu Yilei Xiong Weilin Huang Matthew R. Scott
+	DASTSiam: Spatio-Temporal Fusion and Discriminative Augmentation for Improved Siamese Tracking	2023	Yucheng Huang Eksan Firkat Ziwang Xiao Jihong Zhu Askar Hamdulla
+ PDF Chat	Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking	2022	Madhu Kiran Le Thanh Nguyen-Meidine Rajat Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Éric Granger
+	Dynamic Template Selection Through Change Detection for Adaptive Siamese Tracking	2022	Madhu Kiran Le Thanh Nguyen-Meidine Rajat Sahay Rafael M. O. Cruz Louis-Antoine Blais-Morin Éric Granger
+	Siam R-CNN: Visual Tracking by Re-Detection	2019	Paul Voigtlaender Jonathon Luiten Philip H. S. Torr Bastian Leibe
+ PDF Chat	Siam R-CNN: Visual Tracking by Re-Detection	2020	Paul Voigtlaender Jonathon Luiten Philip H. S. Torr Bastian Leibe
+	Siam R-CNN: Visual Tracking by Re-Detection	2019	Paul Voigtlaender Jonathon Luiten Philip H. S. Torr Bastian Leibe
+ PDF Chat	Learning Discriminative Model Prediction for Tracking	2019	Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte
+	Learning Discriminative Model Prediction for Tracking	2019	Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte
+	Multi-Template Temporal Siamese Network for Long-Term Object Tracking	2022	Ali Sekhavati Won‐Sook Lee
+	High-Performance Long-Term Tracking with Meta-Updater	2020	Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang
+ PDF Chat	High-Performance Long-Term Tracking With Meta-Updater	2020	Kenan Dai Yunhua Zhang Dong Wang Jianhua Li Huchuan Lu Xiaoyun Yang
+	SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines	2019	Yinda Xu Zeyu Wang Zuoxin Li Ye Yuan Gang Yu
+	Tracking Holistic Object Representations	2019	Axel Sauer Elie Aljalbout Sami Haddadin
+	Tracking Holistic Object Representations	2019	Axel Sauer Elie Aljalbout Sami Haddadin

Works That Cite This (7)

Action	Title	Year	Authors
+ PDF Chat	Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking	2021	Ning Wang Wengang Zhou Jie Wang Houqiang Li
+	Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking	2021	Ning Wang Wengang Zhou Jie Wang Houqaing Li
+	Learning to Track Objects from Unlabeled Videos	2021	Jilai Zheng Chao Ma Houwen Peng Xiaokang Yang
+ PDF Chat	Deformable Siamese Attention Networks for Visual Object Tracking	2020	Yuechen Yu Yilei Xiong Weilin Huang Matthew R. Scott
+	Saliency-Associated Object Tracking	2021	Zikun Zhou Wenjie Pei Xin Li Hongpeng Wang Feng Zheng Zhenyu He
+ PDF Chat	IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking	2021	Shuai Jia Yibing Song Chao Ma Xiaokang Yang
+	IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking	2021	Shuai Jia Yibing Song Chao Ma Xiaokang Yang

Works Cited by This (32)

Action	Title	Year	Authors
+ PDF Chat	Learning Multi-domain Convolutional Neural Networks for Visual Tracking	2016	Hyeonseob Nam Bohyung Han
+ PDF Chat	Correlation filters with limited boundaries	2015	Hamed Kiani Galoogahi Terence Sim Simon Lucey
+ PDF Chat	A Novel Performance Evaluation Methodology for Single-Target Trackers	2016	Matej Kristan Jiřı́ Matas Aleš Leonardis Tomáš Vojíř Roman Pflugfelder Gustavo J. Fernández Georg Nebehay Fatih Porikli Luka Čehovin Zajc
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun
+ PDF Chat	Siamese Instance Search for Tracking	2016	Ran Tao Efstratios Gavves A.W.M. Smeulders
+ PDF Chat	Adaptive Decontamination of the Training Set: A Unified Formulation for Discriminative Visual Tracking	2016	Martin Danelljan G Hager Fahad Shahbaz Khan Michael Felsberg
+ PDF Chat	Fully-Convolutional Siamese Networks for Object Tracking	2016	Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip H. S. Torr
+ PDF Chat	Beyond Correlation Filters: Learning Continuous Convolution Operators for Visual Tracking	2016	Martin Danelljan Andreas Robinson Fahad Shahbaz Khan Michael Felsberg
+ PDF Chat	ECO: Efficient Convolution Operators for Tracking	2017	Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg
+ PDF Chat	Discriminative Correlation Filter with Channel and Spatial Reliability	2017	Alan Lukežič Tomáš Vojíř Luka Čehovin Zajc Jiřı́ Matas Matej Kristan