Digital Library

1. 1. Development and Testing of a Web Platform for Heterogeneous Cluster-Based HPC Simulation
   Ye-jin Kwon, Young-bom Park, Jeong-cheol Lee, Vol. 26, No. 2, pp. 11-21, Apr. 2025
   10.7472/jksii.2025.26.2.11
   Keywords: HPC Simulation, Heterogeneous Cluster, Slurm, Kubernetes, Container Image, EDISON Platform
2. 2. Research on DNS DRDoS Detection Methods Using CNN
   Hoon Shin, Jaeyeong Jeong, Kyu-min Cho, Jae-il Lee, Dong-kyoo Shin, Vol. 25, No. 6, pp. 131-145, Dec. 2024
   10.7472/jksii.2024.25.6.131
   Keywords: AI Security, Artificial intelligence, Machine Learning, Deep Learning, CNN, DDoS, DrDoS, image processing, Image Classification
3. 3. 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
4. 4. 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
5. 5. 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
6. 6. 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
7. 7. 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
8. 8. 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
9. 9. 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
10. 10. 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