Digital Library

1. 101. A study on the design of an efficient hardware and software mixed-mode image processing system for detecting patient movement
   Seungmin Jung, Euisung Jung, Myeonghwan Kim, Vol. 25, No. 1, pp. 29-37, Feb. 2024
   10.7472/jksii.2024.25.1.29
   Keywords: Mixed mode design, motion detection, Real-time tracking, RTL(Register Transfer Level), Logic synthesis
2. 102. Development of deep learning network based low-quality image enhancement techniques for improving foreign object detection performance
   Ki-Yeol Eom, Byeong-Seok Min, Vol. 25, No. 1, pp. 99-107, Feb. 2024
   10.7472/jksii.2024.25.1.99
   Keywords: Foreign material; detection; Super resolution, X-ray, deep-learning
3. 103. Research on BGP dataset analysis and CyCOP visualization methods
   Jae-yeong Jeong, Kook-jin Kim, Han-sol Park, Ji-soo Jang, Dong-il Shin, Dong-kyoo Shin, Vol. 25, No. 1, pp. 177-188, Feb. 2024
   10.7472/jksii.2024.25.1.177
   Keywords: BGP, CyCOP Framework, Machine Learning, Cyber 3 Layer, Anomaly Detection
4. 104. Unsupervised Learning-Based Threat Detection System Using Radio Frequency Signal Characteristic Data
   Dae-kyeong Park, Woo-jin Lee, Byeong-jin Kim, Jae-yeon Lee, Vol. 25, No. 1, pp. 147-155, Feb. 2024
   10.7472/jksii.2024.25.1.147
   Keywords: Unmanned Aerial Vehicle, Radio Frequency, Signal Characteristic, Threat Detection, Unsupervised learning, Drone
5. 105. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone
   Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023
   10.7472/jksii.2023.24.6.119
   Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense
6. 106. Vision-based Low-cost Walking Spatial Recognition Algorithm for the Safety of Blind People
   Sunghyun Kang, Sehun Lee, Junho Ahn, Vol. 24, No. 6, pp. 81-89, Dec. 2023
   10.7472/jksii.2023.24.6.81
   Keywords: Motion Capture, Object Detection, Walking, Blind People, Real-time Video
7. 107. Intelligent Motion Pattern Recognition Algorithm for Abnormal Behavior Detections in Unmanned Stores
   Young-june Choi, Ji-young Na, Jun-ho Ahn, Vol. 24, No. 6, pp. 73-80, Dec. 2023
   10.7472/jksii.2023.24.6.73
   Keywords: Unmanned Stores, Sensors, Low Costs, Abnormal Behaviors, Detect, Fusion Algorithm
8. 108. FedGCD: Federated Learning Algorithm with GNN based Community Detection for Heterogeneous Data
   Wooseok Shin, Jitae Shin, Vol. 24, No. 6, pp. 1-11, Dec. 2023
   10.7472/jksii.2023.24.6.1
   Keywords: Federated learning, Non-IID, data heterogeneity, community detection, Graph Neural Networks
9. 109. Histogram-Based Singular Value Decomposition for Object Identification and Tracking
   Ye-yeon Kang, Jeong-Min Park, HoonJoon Kouh, Kyungyong Chung, Vol. 24, No. 5, pp. 29-35, Oct. 2023
   10.7472/jksii.2023.24.5.29
   Keywords: Object Detection, object tracking, histogram, Singular Value Decomposition
10. 110. A Study on Efficient AI Model Drift Detection Methods for MLOps
    Ye-eun Lee, Tae-jin Lee, Vol. 24, No. 5, pp. 17-27, Oct. 2023
    10.7472/jksii.2023.24.5.17
    Keywords: Artificail Inteligence, Machine Learning Model, Drift Detection, XAI, MLOps