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. 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

5. 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

6. 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

7. A study on counting number of passengers by moving object detection

Sang-Hyun Yoo, Vol. 21, No. 2, pp. 9-18, Apr. 2020

10.7472/jksii.2020.21.2.9
Keywords: Moving object detection, Object Contours Detection, Bus Passenger Counting

8. 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

9. A Method for Body Keypoint Localization based on Object Detection using the RGB-D information

Seohee Park, Junchul Chun, Vol. 18, No. 6, pp. 85-92, Dec. 2017

10.7472/jksii.2017.18.6.85
Keywords: video surveillance, Object Detection, Body Keypoint Localization, Convolutional Pose Machines, Belief Map, Human Activity Recognition

10. Deployment of Network Resources for Enhancement of Disaster Response Capabilities with Deep Learning and Augmented Reality

Younghwan Shin, Jusik Yun, Sunho Seo, Jong-Moon Chung, Vol. 18, No. 5, pp. 69-77, Oct. 2017

10.7472/jksii.2017.18.5.69
Keywords: Augmented Reality, Object Detection, Disaster Response, Network Resource