JICS

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. 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. 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. 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. 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. 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