@article{ART003169010},
author={O-Hun Gwon and Seog-Gyu Kim and Jae-Hyun Kim},
title={Intelligent Image Management by Using Object Detection and Metadata Optimization},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2025},
volume={30},
number={1},
pages={15-22}
TY - JOUR
AU - O-Hun Gwon
AU - Seog-Gyu Kim
AU - Jae-Hyun Kim
TI - Intelligent Image Management by Using Object Detection and Metadata Optimization
JO - Journal of The Korea Society of Computer and Information
PY - 2025
VL - 30
IS - 1
PB - The Korean Society Of Computer And Information
SP - 15
EP - 22
SN - 1598-849X
AB - In this paper, we propose MetaPics, a web-based image management system that integrates object recognition and metadata extraction. The surge in image data and the resulting increase in management complexity are major challenges, and object recognition and image metadata utilization are emerging as key elements of image data search and management. MetaPics based on object recognition algorithms has improved precision, average precision (mAP), and recall, which are object detection performance within an image. MetaPics is a system with scalability and user-centered design that can be applied to various applications in the field of artificial intelligence and digital content management. It solves the complexity of image data management and provides a user-centered, intuitive user experience. MetaPics enables efficient and systematic management of image data through accurate object recognition and image metadata utilization.
KW - Objects;Image Management;Objects Analysis;Image Metadata;Database Optimization
DO -
UR -
ER -
O-Hun Gwon, Seog-Gyu Kim and Jae-Hyun Kim. (2025). Intelligent Image Management by Using Object Detection and Metadata Optimization. Journal of The Korea Society of Computer and Information, 30(1), 15-22.
O-Hun Gwon, Seog-Gyu Kim and Jae-Hyun Kim. 2025, "Intelligent Image Management by Using Object Detection and Metadata Optimization", Journal of The Korea Society of Computer and Information, vol.30, no.1 pp.15-22.
O-Hun Gwon, Seog-Gyu Kim, Jae-Hyun Kim "Intelligent Image Management by Using Object Detection and Metadata Optimization" Journal of The Korea Society of Computer and Information 30.1 pp.15-22 (2025) : 15.
O-Hun Gwon, Seog-Gyu Kim, Jae-Hyun Kim. Intelligent Image Management by Using Object Detection and Metadata Optimization. 2025; 30(1), 15-22.
O-Hun Gwon, Seog-Gyu Kim and Jae-Hyun Kim. "Intelligent Image Management by Using Object Detection and Metadata Optimization" Journal of The Korea Society of Computer and Information 30, no.1 (2025) : 15-22.
O-Hun Gwon; Seog-Gyu Kim; Jae-Hyun Kim. Intelligent Image Management by Using Object Detection and Metadata Optimization. Journal of The Korea Society of Computer and Information, 30(1), 15-22.
O-Hun Gwon; Seog-Gyu Kim; Jae-Hyun Kim. Intelligent Image Management by Using Object Detection and Metadata Optimization. Journal of The Korea Society of Computer and Information. 2025; 30(1) 15-22.
O-Hun Gwon, Seog-Gyu Kim, Jae-Hyun Kim. Intelligent Image Management by Using Object Detection and Metadata Optimization. 2025; 30(1), 15-22.
O-Hun Gwon, Seog-Gyu Kim and Jae-Hyun Kim. "Intelligent Image Management by Using Object Detection and Metadata Optimization" Journal of The Korea Society of Computer and Information 30, no.1 (2025) : 15-22.
