JICS

1. Random Balance between Monte Carlo and Temporal Difference in off-policy Reinforcement Learning for Less Sample-Complexity

Chayoung Kim, Seohee Park, Woosik Lee, Vol. 21, No. 5, pp. 1-7, Oct. 2020

10.7472/jksii.2020.21.5.1
Keywords: Deep Q-Network, Temporal Difference, Monte Carlo, Reinforcement Learning, Variation and Bias Balance

2. A Method for 3D Human Pose Estimation based on 2D Keypoint Detection using RGB-D information

Seohee Park, Myunggeun Ji, Junchul Chun, Vol. 19, No. 6, pp. 41-51, Dec. 2018

10.7472/jksii.2018.19.6.41
Keywords: video surveillance, Object Detection, Keypoint Detection, Human Pose Estimation, Deep Learning

3. A Method for Body Keypoint Localization based on Object Detection using the RGB-D information

Seohee Park, Junchul Chun, Vol. 18, No. 6, pp. 85-92, Dec. 2017

10.7472/jksii.2017.18.6.85
Keywords: video surveillance, Object Detection, Body Keypoint Localization, Convolutional Pose Machines, Belief Map, Human Activity Recognition

4. A Robust Object Detection and Tracking Method using RGB-D Model

Park, Seohee;Chun, Junchul;, Vol. 18, No. 4, pp. 61-68, Aug. 2017

10.7472/jksii.2017.18.4.61
Keywords: 3D CCTV, video surveillance, Object Detection, object tracking, Depth Map, Image Segmentation