JICS

1. High-Speed Maritime Object Detection Using Image Preprocessing Algorithms and Deep Learning for Collision Avoidance with Aids to Navigation

Young-Min Kim, Ki-Won Kwon, Tae-Ho Im, Vol. 25, No. 5, pp. 131-140, Oct. 2024

10.7472/jksii.2024.25.5.131
Keywords: Horizontal line detection, vessel detection, Binarization, route sign, Image Segmentation

2. Exploring Data Augmentation Ratios for YOLO-Based Multi-Category Clothing Image Classification by Model Size

Seyeon Park, Sunga Hwang, Beakcheol Jang, Vol. 25, No. 5, pp. 95-105, Oct. 2024

10.7472/jksii.2024.25.5.95
Keywords: clothing classification, Object Detection, color extraction, hyper-parameter fine-tuning, Image Augmentation

3. HPC Cluster-based Customized Container Image Manager and Builder

Gukhua Lee, Joon Woo, Taeyoung Hong, Vol. 25, No. 5, pp. 41-51, Oct. 2024

10.7472/jksii.2024.25.5.41
Keywords: High-Performance Computing, Customized container image, Image manager, Supercomputing environment

4. Automatic Target Recognition Study using Knowledge Graph and Deep Learning Models for Text and Image data

Jongmo Kim, Jeongbin Lee, Hocheol Jeon, Mye Sohn, Vol. 23, No. 5, pp. 145-154, Oct. 2022

10.7472/jksii.2022.23.5.145
Keywords: Automatic Target Recognition, Text-image Graph Conversion, Graph Entity Alignment, Knowledge Graph-based Target Recognition

5. DNN Model for Calculation of UV Index at The Location of User Using Solar Object Information and Sunlight Characteristics

Deog-hyun Ga, Seung-Taek Oh, Jae-Hyun Lim, Vol. 23, No. 2, pp. 29-35, Apr. 2022

10.7472/jksii.2022.23.2.29
Keywords: UVI, Image, Solar object characteristics, User location, Sunlight characteristics, DNN

6. A Study on Novel Steganography Communication Technique based on Thumbnail Images in SNS Messenger Environment

Simun Yuk, Youngho Cho, Vol. 22, No. 6, pp. 151-162, Dec. 2021

10.7472/jksii.2021.22.6.151
Keywords: Steganography, Defense Information Technology, SNS Messenger, Covert communication, KakaoTalk, Thumbnail image

7. A Noise-Tolerant Hierarchical Image Classification System based on Autoencoder Models

Jong-kwan Lee, Vol. 22, No. 1, pp. 23-30, Feb. 2021

10.7472/jksii.2021.22.1.23
Keywords: Image Classification, Deep Learning, Machine Learning, Autoencoder, noise

8. The design and implementation of Object-based bioimage matching on a Mobile Device

Chanil Park, Seung-jin Moon, Vol. 20, No. 6, pp. 1-10, Dec. 2019

10.7472/jksii.2019.20.6.1
Keywords: Object-based image matching, Image Segmentation, SIFT, Biomedical Informatics

9. Visualization of Malwares for Classification Through Deep Learning

Hyeonggyeom Kim, Seokmin Han, Suchul Lee, Jun-Rak Lee, Vol. 19, No. 5, pp. 67-75, Oct. 2018

10.7472/jksii.2018.19.5.67
Keywords: Malware visualization, mawlare detection and classification, Deep Learning, CNN

10. Hybrid copy-move-forgery detection algorithm fusing keypoint-based and block-based approaches

Chun-Su Park, Vol. 19, No. 4, pp. 7-13, Aug. 2018

10.7472/jksii.2018.19.4.7
Keywords: Copy move forgery, image tampering, keypoint-based methods, block-based methods