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insikt - Satellite Image Super-Resolution
Improving Satellite Image Resolution Using Computationally Efficient Consistency Models
This paper proposes using computationally efficient Consistency Models (CMs) for super-resolution of low-quality satellite images, achieving significant speed improvements and enhanced image quality compared to traditional Denoising Diffusion Probabilistic Models (DDPMs).
센서 간 불규칙적으로 샘플링된 Sentinel-2 시계열의 초해상도 복원
불규칙적으로 샘플링된 Sentinel-2 시계열 데이터를 활용하여 고해상도 영상을 복원하는 방법을 제안한다.
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