Digital Library

1. 1. 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. 2. 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
3. 3. 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
4. 4. 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
5. 5. A Method for 3D Human Pose Estimation based on 2D Keypoint Detection using RGB-D information
   Seohee Park, Myunggeun Ji, Junchul Chun, Vol. 19, No. 6, pp. 41-51, Dec. 2018
   10.7472/jksii.2018.19.6.41
   Keywords: video surveillance, Object Detection, Keypoint Detection, Human Pose Estimation, Deep Learning
6. 6. A Robust Object Detection and Tracking Method using RGB-D Model
   Park, Seohee;Chun, Junchul;, Vol. 18, No. 4, pp. 61-68, Aug. 2017
   10.7472/jksii.2017.18.4.61
   Keywords: 3D CCTV, video surveillance, Object Detection, object tracking, Depth Map, Image Segmentation