Search Results for author: Jingi Ju

Found 3 papers, 3 papers with code

1st Place Solution to MultiEarth 2023 Challenge on Multimodal SAR-to-EO Image Translation

1 code implementation22 Jun 2023 Jingi Ju, Hyeoncheol Noh, Minwoo Kim, Dong-Geol Choi

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 monitoring and analysis of Earth's ecosystems'health.

Image Enhancement Translation

CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation

1 code implementation21 Mar 2023 Jingi Ju, Hyeoncheol Noh, Yooseung Wang, Minseok Seo, Dong-Geol Choi

Unlike existing semi-supervised semantic segmentation frameworks, CAFS constructs a validation set on a labeled dataset, to leverage the calibration performance for each class.

Segmentation Semi-Supervised Semantic Segmentation

Unsupervised Change Detection Based on Image Reconstruction Loss

1 code implementation4 Apr 2022 Hyeoncheol Noh, Jingi Ju, Minseok Seo, Jongchan Park, Dong-Geol Choi

In this paper, we propose unsupervised change detection based on image reconstruction loss using only unlabeled single temporal single image.

Change Detection Image Reconstruction

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