JICS

1. The Road condition-based Braking Strength Calculation System for a fully autonomous driving vehicle

Su-Rak Son, Yi-Na Jeong, Vol. 23, No. 2, pp. 53-59, Apr. 2022

10.7472/jksii.2022.23.2.53
Keywords: Road conditions, K Nearest Neighbor algorithms, Breaking strength, Neural Networks, Fully Autonomous Driving

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. Image-to-Image Translation Based on U-Net with R2 and Attention

So-hyun Lim, Jun-chul Chun, Vol. 21, No. 4, pp. 9-16, Aug. 2020

10.7472/jksii.2020.21.4.9
Keywords: Image-to-Image Translation, conditional GAN, U-net

4. An Implementation of an Intelligent Access Point System Based on a Feed Forward Neural Network for Internet of Things

Youngchan Lee, SoYeon Lee, Dae-Young Kim, Vol. 20, No. 5, pp. 95-104, Oct. 2019

10.7472/jksii.2019.20.5.95
Keywords: Internet of Things, WiFi, Feed Forward Neural Network, Access point, Network Control

5. The prediction of appearance of jellyfish through Deep Neural Network

CHEOLHUN HWANG, Myung-Mook Han, Vol. 20, No. 5, pp. 1-8, Oct. 2019

10.7472/jksii.2019.20.5.1
Keywords: deep neural network, Bootstrapping, Data Expansion, Transfer Learning, Random Forest, Sequence Forward Selection

6. 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

7. An Artificial Neural Network Based Phrase Network Construction Methodfor Structuring Facility Error Types

Younghoon Roh, Eunyoung Choi, Yerim Choi, Vol. 19, No. 6, pp. 21-29, Dec. 2018

10.7472/jksii.2018.19.6.21
Keywords: Smart Factory, Facility error, Phrase network, Text Mining, Artificial neural network, Word2vec

8. Single Image Dehazing Based on Depth Map Estimation via Generative Adversarial Networks

Yao Wang, Woojin Jeong, Young Shik Moon, Vol. 19, No. 5, pp. 43-54, Oct. 2018

10.7472/jksii.2018.19.5.43
Keywords: dehaze, depth estimation, generative adversarial networks.

9. 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

10. 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