Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning

17 July 2017

Papers citing "Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning"

14 / 14 papers shown

Title
Towards Sequence-Level Training for Visual Tracking Minji Kim Seungkwang Lee Jungseul Ok Bohyung Han Minsu Cho 21 31 0 11 Aug 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Tianlin Li Zhe Chen Bo Jiang Jin Tang B. Luo Dacheng Tao 42 18 0 19 May 2022
Video Summarization through Reinforcement Learning with a 3D Spatio-Temporal U-Net Tianrui Liu Qingjie Meng Jun-Jie Huang Athanasios Vlontzos Daniel Rueckert Bernhard Kainz OffRL AI4TS 19 70 0 19 Jun 2021
Tracking-by-Trackers with a Distilled and Reinforced Model Matteo Dunnhofer N. Martinel C. Micheloni VOT OffRL 27 4 0 08 Jul 2020
Progressive Multi-Stage Learning for Discriminative Tracking Weichao Li Xi Li Omar Elfarouk Bourahla Fuxian Huang Fei Wu Wei Liu Zhiheng Wang Hongmin Liu 37 8 0 01 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 31 20 0 29 Mar 2020
Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator Matteo Dunnhofer N. Martinel G. Foresti C. Micheloni OffRL 28 31 0 18 Sep 2019
Looking Fast and Slow: Memory-Guided Mobile Video Object Detection Mason Liu Menglong Zhu Marie White Yinxiao Li Dmitry Kalenichenko 23 83 0 25 Mar 2019
Correlation Filter Selection for Visual Tracking Using Reinforcement Learning Yanchun Xie Jimin Xiao Hassan Jameel Asghar Jeyarajan Thiyagalingam Dali Kaafar 18 21 0 08 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 31 1,322 0 29 Oct 2018
Discovering General-Purpose Active Learning Strategies Ksenia Konyushkova Raphael Sznitman Pascal Fua 22 33 0 09 Oct 2018
Long-term Tracking in the Wild: A Benchmark Jack Valmadre Luca Bertinetto João F. Henriques R. Tao Andrea Vedaldi A. Smeulders Philip H. S. Torr E. Gavves 24 163 0 26 Mar 2018
End-to-end Active Object Tracking via Reinforcement Learning Wenhan Luo Peng Sun Fangwei Zhong Wei Liu Yadong Mu Yizhou Wang 33 82 0 30 May 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017