Digital Library

1. 51. 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
2. 52. Analysis of DIC Platform and Image Quality with FHD for Displacement Measurement
   Jongbae Park, Mingoo Kang, Vol. 19, No. 1, pp. 105-111, Feb. 2018
   10.7472/jksii.2018.19.1.105
   Keywords: Digital image correlation(DIC). displacement measurement camera platform, resolution, brightness, contrast, SNR[dB]
3. 53. Design and Implementation of Luo-kuan Recognition Application
   Han-Syel Kim, Kwi-Bin Seo, Mingoo Kang, Gee Soo Ryu, Min Hong, Vol. 19, No. 1, pp. 97-103, Feb. 2018
   10.7472/jksii.2018.19.1.97
   Keywords: Luo-kuan(落款), Mobile Application, image processing
4. 54. A Study of Guide System for Cerebrovascular Intervention
   Sung-Gwon Lee, Chang-Won Jeong, Kwon-Ha Yoon, Su-Chong Joo, Vol. 17, No. 1, pp. 101-108, Feb. 2016
   10.7472/jksii.2016.17.1.101
   Keywords: Intervention Guide System, Medical image information, 3D modeling, positioning, Location tracking service
5. 55. Deep Learning Model to Calculate Spectral Power Distribution (SPD) of Natural Light using Satellite Image
   Seung-Teak Oh, Ji-Young Lee, Yang-Soo Kim, Jae-Hyun Lim, Vol. 26, No. 3, pp. 75-82, Jun. 2025
   10.7472/jksii.2025.26.3.75
   Keywords: satellite image, Natrual Light, Spectral Power Distribution (SPD), Deep Learning, CCT
6. 56. 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
7. 57. 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
8. 58. 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
9. 59. 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
10. 60. 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)