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. 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
3. 53. 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]
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. A Study on Information Decoding and Camera Position Estimation by QR Code Image Pre-processing
   Min-kyeong Seo, Jong-taek Oh, Vol. 27, No. 1, pp. 113-120, Feb. 2026
   10.7472/jksii.2026.27.1.113
   Keywords: QR code, information decoding, vertex coordinate, camera position, image processing
6. 56. Malware Image Classification with Dilated Convolution and Channel Attention in ConvNeXt-Tiny
   Joon-soo Shim, Chan-ho Lee, Jong-geun Choi, Hyuk-jin Kwon, Vol. 27, No. 1, pp. 27-38, Feb. 2026
   10.7472/jksii.2026.27.1.27
   Keywords: Malware classification, Transfer Learning, Deep Learning, ConvNeXt, Dilated Convolution, channel attention, Low-label Learning, Image-based Malware Detection, Generalization performance, cybersecurity
7. 57. 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
8. 58. 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
9. 59. 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
10. 60. 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