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cs.CV2023
1st Place Solution to MultiEarth 2023 Challenge on Multimodal SAR-to-EO Image Translation
Jingi Ju, Hyeoncheol Noh, Minwoo Kim +1
The Multimodal Learning for Earth and Environment Workshop (MultiEarth 2023) aims to harness the substantial amount of remote sensing data gathered over extensive periods for the m…
cs.CV2023★ 2 cited
CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation
Jingi Ju, Hyeoncheol Noh, Yooseung Wang +2
Semi-supervised semantic segmentation learns a model for classifying pixels into specific classes using a few labeled samples and numerous unlabeled images. The recent leading appr…
cs.CV2022★ 1 cited
Unsupervised Change Detection Based on Image Reconstruction Loss
Hyeoncheol Noh, Jingi Ju, Minseok Seo +2
To train the change detector, bi-temporal images taken at different times in the same area are used. However, collecting labeled bi-temporal images is expensive and time consuming.…