Search Results for author: Alber H. Sánchez

Found 1 papers, 0 papers with code

K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation

no code implementations18 May 2022 Fabien H. Wagner, Ricardo Dalagnol, Alber H. Sánchez, Mayumi C. M. Hirye, Samuel Favrichon, Jake H. Lee, Steffen Mauceri, Yan Yang, Sassan Saatchi

The model detects $k$ hard clustering classes represented in the model as $k$ discrete binary masks and their associated $k$ independently generated textures, that combined are a simulation of the original image.

Clustering Image Segmentation +1

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