JICS

1. High-Speed Maritime Object Detection Using Image Preprocessing Algorithms and Deep Learning for Collision Avoidance with Aids to Navigation

Young-Min Kim, Ki-Won Kwon, Tae-Ho Im, Vol. 25, No. 5, pp. 131-140, Oct. 2024

10.7472/jksii.2024.25.5.131
Keywords: Horizontal line detection, vessel detection, Binarization, route sign, Image Segmentation

2. 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

3. A Study on the Evaluation of Classification Performance by Capacity of Explosive Components using Convolution Neural Network (CNN)

Chang-Hyeon Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 23, No. 4, pp. 11-19, Aug. 2022

10.7472/jksii.2022.23.4.11
Keywords: Deep Learning, explosive classification, abnormality detection system

4. Sea Fog Level Estimation based on Maritime Digital Image for Protection of Aids to Navigation

Eun-Ji Ryu, Hyo-Chan Lee, Sung-Yoon Cho, Ki-Won Kwon, Tae-Ho Im, Vol. 22, No. 6, pp. 25-32, Dec. 2021

10.7472/jksii.2021.22.6.25
Keywords: Aids to Navigation, buoy, prevention of safety accidents, Haze(Fog) level, intensity estimation, image processing