Digital Library

1. 61. 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
2. 62. Review of medical imaging systems, medical imaging data problems, and XAI in the medical imaging field
   Sun-Kuk Noh, Vol. 25, No. 5, pp. 53-65, Oct. 2024
   10.7472/jksii.2024.25.5.53
   Keywords: Artificial Intelligence (AI), Deep learning (DL), Medical imaging equipment, medical image data, Picture Archiving and Communication System (PACS), explainable artificial intelligence (XAI)
3. 63. 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. 64. Damage Detection and Damage Quantification of Temporary works Equipment based on Explainable Artificial Intelligence (XAI)
   Cheolhee Lee, Taehoe Koo, Namwook Park, Nakhoon Lim, Vol. 25, No. 2, pp. 11-19, Apr. 2024
   10.7472/jksii.2024.25.2.11
   Keywords: Temporary workequipment, explainable artificial intelligence (XAI), image processing technology, Labeling Data
5. 65. A Method for Region-Specific Anomaly Detection on Patch-wise Segmented PA Chest Radiograph
   Hyun-bin Kim, Jun-Chul Chun, Vol. 24, No. 1, pp. 49-59, Feb. 2023
   10.7472/jksii.2023.24.1.49
   Keywords: Anomaly Detection, Chest Radiograph, computer vision, Semi-supervised learning, Image Feature Modeling
6. 66. 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. 67. A Study on Methods for Accelerating Sea Object Detection in Smart Aids to Navigation System
   Ho-Seok Jeon, Hyun-hak Song, Ki-Won Kwon, Young-Jin Kim, Tae-Ho Im, Vol. 23, No. 5, pp. 47-58, Oct. 2022
   10.7472/jksii.2022.23.5.47
   Keywords: Maritime Object detection, motion detection, image processing, Aids to Navigation, Protection of Safety Accidents
8. 68. Leision Detection in Chest X-ray Images based on Coreset of Patch Feature
   Hyun-bin Kim, Jun-Chul Chun, Vol. 23, No. 3, pp. 35-45, Jun. 2022
   10.7472/jksii.2022.23.3.35
   Keywords: Anomaly Detection, X-Ray image, active learning, unsupervision, Deep Learning
9. 69. 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
10. 70. 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