Kimin Yun — accepted AI-conference papers

2017

Action-Decision Networks for Visual Tracking With Deep Reinforcement Learning

Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young Choi

CVPR 2017spotlight

This paper proposes a novel tracker which is controlled by sequentially pursuing actions learned by deep reinforcement learning. In contrast to the existing trackers using deep networks, the proposed tracker is designed to achieve a light computation as well as satisfactory tracking accuracy in both…

Cited by 635 PDF ↗Scholar ↗

2016

Visual Path Prediction in Complex Scenes With Crowded Moving Objects

YoungJoon Yoo, Kimin Yun, Sangdoo Yun, JongHee Hong, Hawook Jeong, Jin Young Choi

CVPR 2016poster

This paper proposes a novel path prediction algorithm for progressing one step further than the existing works focusing on single target path prediction. In this paper, we consider moving dynamics of co-occurring objects for path prediction in a scene that includes crowded moving objects. To solve t…

Cited by 44 PDF ↗Scholar ↗