Digital Library

1. 1. Experimental Quantitative Analysis of Weapon-Related Risk Behaviors in CCTV Using Active Big Data
   Tsagaantsooj Batzaya, Eunbi Cho, Jeong-Hyeon Chang, Kwanghoon Pio Kim, Vol. 26, No. 6, pp. 83-92, Dec. 2025
   10.7472/jksii.2025.26.6.83
   Keywords: CCTV, Risk Behavior, Object Detection, Dynamic interaction, Weapon Analysis
2. 2. Maritime Life Jacket Detection Using Sequential Lightweight Models
   Young-nam Song, Seung-gyu Kim, Tae-Ho Im, Vol. 26, No. 5, pp. 29-38, Oct. 2025
   10.7472/jksii.2025.26.5.29
   Keywords: Life-jacket Detection, YOLO11n, Dual Detection Method, Marine Safety, small-object detection
3. 3. Development of a Fall Detection Monitoring System for the Elderly using YOLOv8
   Doung Uk Kim, Shinhoo Kang, Vol. 26, No. 5, pp. 17-27, Oct. 2025
   10.7472/jksii.2025.26.5.17
   Keywords: Elderly Fall Detection, CCTV Video Analysis, Object Detection and Tracking, YOLOv8
4. 4. DiabetesNet: Lightweight and Efficient AI-based Solution for Real-World Diabetic Foot Classification
   Jeong-Eun Moon, Yong-Jin Cho, Se-Yeol Rhyou, Sang-Hoon Hong, Vol. 26, No. 2, pp. 167-178, Apr. 2025
   10.7472/jksii.2025.26.2.167
   Keywords: Diabetic Foot Classification, AI-Powered Healthcare, Object Detection, Convolutional Neural Network (CNN), explainable artificial intelligence (XAI)
5. 5. 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
6. 6. 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. 7. 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
8. 8. Improved Parameter Inference for Low-Cost 3D LiDAR-Based Object Detection on Clustering Algorithms
   Da-hyeon Kim, Jun-ho Ahn, Vol. 23, No. 6, pp. 71-78, Dec. 2022
   10.7472/jksii.2022.23.6.71
   Keywords: 3D LiDAR, clustering, Object Detection, Fusion camera, Hyper-parameter
9. 9. 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
10. 10. Deep Learning Based Rescue Requesters Detection Algorithm for Physical Security in Disaster Sites
    Da-hyeon Kim, Man-bok Park, Jun-ho Ahn, Vol. 23, No. 4, pp. 57-64, Aug. 2022
    10.7472/jksii.2022.23.4.57
    Keywords: Risk of building, Physical Security, Deep Learning, Disaster sites, Object Detection