[2022.12] Publications in 2022

Geo-AI

• Unsupervised domain adaptation with adversarial self-training for crop classification using remote sensing images, Remote Sensing, 14(18), 4639.

• Comparison of deep learning-based unsupervised domain adaptation models for crop classification 작물 분류를 위한 딥러닝 기반 비지도 도메인 적응 모델 비교, Korean Journal of Remote Sensing, 38(2), pp.199-213.

• Automatic extraction of training data based on semi-supervised learning for time-series land-cover mapping 시계열 토지피복도 제작을 위한 준감독학습 기반의 훈련자료 자동 추출, Korean Journal of Remote Sensing, 38(5-1), pp.461-469

• Cloud removal using Gaussian process regression for optical image reconstruction, Korean Journal of Remote Sensing, 38(4), pp.327-341.

• Combining conditional generative adversarial network and regression-based calibration for cloud removal of optical imagery 광학 영상의 구름 제거를 위한 조건부 생성적 적대 신경망과 회귀 기반 보정의 결합, Korean Journal of Remote Sensing, 38(6-1), pp.1357-1369.

Multi-sensor Image Fusion

• An object-based weighting approach to spatiotemporal fusion of high spatial resolution satellite images for small-scale cropland monitoring, Agronomy, 12(10), 2572.

• Spatio-spectral fusion of multi-sensor satellite images based on area-to-point regression kriging: An experiment on the generation of high spatial resolution red-edge and short-wave infrared bands 영역-점 회귀 크리깅 기반 다중센서 위성영상의 공간-분광 융합: 고해상도 적색 경계 및 단파 적외선 밴드 생성 실험, Korean Journal of Remote Sensing, 38(5-1), pp.523-533.

Environmental Monitoring

• Evaluating the suitability of Sentinel-1 SAR data for offshore wind resource assessment around Cyprus, Renewable Energy, 182, pp.1228-1239.