Deep Reinforcement Learning for Visual Object Tracking in Videos 论文笔记

【Deep Reinforcement Learning for Visual Object Tracking in Videos 论文笔记】的更多相关文章

Deep Reinforcement Learning for Visual Object Tracking in Videos 论文笔记

Deep Reinforcement Learning for Visual Object Tracking in Videos 论文笔记 arXiv 摘要:本文提出了一种 DRL 算法进行单目标跟踪,算是单目标跟踪中比较早的应用强化学习算法的一个工作. 在基于深度学习的方法中,想学习一个较好的 robust spatial and temporal representation for continuous video data 是非常困难的. 尽管最近的 CNN based tracke…

Online Object Tracking: A Benchmark 论文笔记（转）

转自:http://blog.csdn.net/lanbing510/article/details/40411877 有博主翻译了这篇论文:http://blog.csdn.net/roamer_nuptgczx/article/details/45790415 Factors that affect the performance of a tracing algorithm 1 Illumination variation 2 Occlusion 3 Background clutters…

Online Object Tracking: A Benchmark 论文笔记

Factors that affect the performance of a tracing algorithm 1 Illumination variation 2 Occlusion 3 Background clutters Main modules for object tracking 1 Target representation scheme 2 Search mechanism 3 Model update Evaluation Methodology 1 Precison…

论文笔记之：Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning

论文笔记之:Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning 2017-06-06 21:43:53 这篇文章的 Motivation 来自于 MDNet: 本文所提出的 framework 为:…

Deep Reinforcement Learning with Iterative Shift for Visual Tracking

Deep Reinforcement Learning with Iterative Shift for Visual Tracking 2019-07-30 14:55:31 Paper: http://openaccess.thecvf.com/content_ECCV_2018/papers/Liangliang_Ren_Deep_Reinforcement_Learning_ECCV_2018_paper.pdf Code: not find yet. Paper List of Tra…

论文笔记之：Active Object Localization with Deep Reinforcement Learning

Active Object Localization with Deep Reinforcement Learning ICCV 2015 最近Deep Reinforcement Learning算是火了一把,在Google Deep Mind的主页上,更是许多关于此的paper,基本都发在ICML,AAAI,IJCAI等各种人工智能,机器学习的牛会顶刊,甚至是Nature,可以参考其官方publication page: https://www.deepmind.com/publicatio…