CFCA-SET: Coarse-to-Fine Context-Aware SAR-to-EO Translation With Auxiliary Learning of SAR-to-NIR Translation
J Lee, H Cho, D Seo, HH Kim… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Satellite synthetic aperture radar (SAR) images are immensely valuable because they can
be obtained regardless of weather and time conditions. However, SAR images have fatal …
be obtained regardless of weather and time conditions. However, SAR images have fatal …
Null-text guidance in diffusion models is secretly a cartoon-style creator
Classifier-free guidance is an effective sampling technique in diffusion models that has been
widely adopted. The main idea is to extrapolate the model in the direction of text guidance …
widely adopted. The main idea is to extrapolate the model in the direction of text guidance …
Segmentation-Guided Context Learning Using EO Object Labels for Stable SAR-to-EO Translation
Recently, the analysis and use of synthetic aperture radar (SAR) imagery have become
crucial for surveillance, military operations, and environmental monitoring. A common …
crucial for surveillance, military operations, and environmental monitoring. A common …
Fusing EO and LiDAR for SAR Image Translation with Multi-Modal Generative Adversarial Networks
To generate high-quality Synthetic Aperture Radar (SAR) images, the translation of Electro-
optical (EO) to SAR images has been studied in recent years. However, these methods …
optical (EO) to SAR images has been studied in recent years. However, these methods …
Class disagreement detection with its application to EO-SAR fusion
This paper considers the problem of aerial view object classification using co-registered
electro-optical (EO) and synthetic aperture radar (SAR) images. Both EO and SAR sensors …
electro-optical (EO) and synthetic aperture radar (SAR) images. Both EO and SAR sensors …
1st Place Solution to MultiEarth 2023 Challenge on Multimodal SAR-to-EO Image Translation
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 …
harness the substantial amount of remote sensing data gathered over extensive periods for …
Empirical analysis of target responses for understanding SAR to EO translations
J Ross, R Shaver, E Young… - Algorithms for …, 2024 - spiedigitallibrary.org
Image-to-image translation methods aim to convert an image from its native source domain
to a target domain. This is a common technique when the target domain's phenomenology is …
to a target domain. This is a common technique when the target domain's phenomenology is …