JICS

1. CNN-based Gesture Recognition using Motion History Image

Youjin Koh, Taewon Kim, Min Hong, Yoo-Joo Choi, Vol. 21, No. 5, pp. 67-73, Oct. 2020

10.7472/jksii.2020.21.5.67
Keywords: Gesture Recognition, Neural Network, Convolutional Neural Network, motion history image

2. A Comparative Study on the Effective Deep Learning for Fingerprint Recognition with Scar and Wrinkle

JunSeob Kim, BeanBonyka Rim, Nak-Jun Sung, Min Hong, Vol. 21, No. 4, pp. 17-23, Aug. 2020

10.7472/jksii.2020.21.4.17
Keywords: Deep Learning, Biometric information, 2D Convolutional Neural Network, discriminating of scar fingerprint, discriminating of wrinkle fingerprint

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. The Identification Framework for source code author using Authorship Analysis and CNN

Gun-Yoon Shin, Dong-Wook Kim, Sung-sam Hong, Myung-Mook Han, Vol. 19, No. 5, pp. 33-41, Oct. 2018

10.7472/jksii.2018.19.5.33
Keywords: Author Identification, Authorship Analysis, Convolutional Neural Network, Machine Learning, Code Analysis

6. Study of Efficient Network Structure for Real-time Image Super-Resolution

Woojin Jeong, Bok Gyu Han, Dong Seok Lee, Byung In Choi, Young Shik Moon, Vol. 19, No. 4, pp. 45-52, Aug. 2018

10.7472/jksii.2018.19.4.45
Keywords: Image super-resolution, deep neural network, Convolutional Neural Network

7. Iceberg-Ship Classification in SAR Images Using Convolutional Neural Network with Transfer Learning

Jeongwhan Choi, Vol. 19, No. 4, pp. 35-44, Aug. 2018

10.7472/jksii.2018.19.4.35
Keywords: Convolutional Neural Network, Deep Learning, Transfer Learning, Pooling Layer, Adam Optimizer, data augmentation

8. 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

9. Instagram image classification with Deep Learning

Nokwon Jeong, Soosun Cho, Vol. 18, No. 5, pp. 61-67, Oct. 2017

10.7472/jksii.2017.18.5.61
Keywords: Image Classification, Convolutional Neural Network, Instagram Images