JICS

1. A method of generating virtual shadow dataset of buildings for the shadow detection and removal

Kangjik Kim, Junchul Chun, Vol. 21, No. 5, pp. 49-56, Oct. 2020

10.7472/jksii.2020.21.5.49
Keywords: Unity3D, Shadow Dataset, Deep Learning, Satellite shadow data, Building shadow data

2. A New Hyper Parameter of Hounsfield Unit Range in Liver Segmentation

Kangjik Kim, Junchul Chun, Vol. 21, No. 3, pp. 103-111, Jun. 2020

10.7472/jksii.2020.21.3.103
Keywords: U-net, Liver Segmentation, Hounsfield Unit (HU), ResUNet

3. A Sketch-based 3D Object Retrieval Approach for Augmented Reality Models Using Deep Learning

Myunggeun Ji, Junchul Chun, Vol. 21, No. 1, pp. 33-43, Feb. 2020

10.7472/jksii.2020.21.1.33
Keywords: Convolutional Neural Network, object retrieval, Deep Learning, Sketch-based 3D object retrieval, Augmented Reality

4. Sketch-based 3D object retrieval using Wasserstein Center Loss

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 6, pp. 91-99, Dec. 2018

10.7472/jksii.2018.19.6.91
Keywords: Convolutional Neural Network, Image retrieval, Deep Learning, Sketch-based 3D object retrieval

5. 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

6. An Improved Image Classification Using Batch Normalization and CNN

Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018

10.7472/jksii.2018.19.3.35
Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning

7. 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

8. Design and Implementation of Digital Jikin using Smartphone Application

Daewon Hong, Miju Kang, Junchul Chun, Vol. 18, No. 5, pp. 87-94, Oct. 2017

10.7472/jksii.2017.18.5.87
Keywords: digital certification, Digital Jikin, image processing, Data security, Android Application, Smartphone