| MTF-GLP 기반 WorldView-3 단일센서 초해상화 학습데이터 구축 |
|---|
|
학술지명 GeoAI데이터학회
저자 황의호,강기묵,남기범,윤동현,정찬희,김나연
발표일 2025-12-31
|
|
The demand for high-resolution satellite imagery is rapidly increasing in various fields such as national defense, disaster response, and environmental monitoring, drawing significant attention to super-resolution(SR) techniques in remote sensing. In this study, a high-quality High Resolution (HR)?Low Resolution (LR) training dataset was generated using a single sub-meter satellite image acquired from WorldView-3. The Enhanced Correlation Coefficient (ECC) image registration method was employed to correct geometric distortions between the panchromatic (PAN) and multispectral (MS) images, and the Modulation Transfer Function?Generalized Laplacian Pyramid (MTF-GLP) algorithm was applied to produce HR images with |