Search Results for author: Estibaliz Garrote

Found 4 papers, 1 papers with code

MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation

no code implementations30 May 2022 Aitor Alvarez-Gila, Joost Van de Weijer, Yaxing Wang, Estibaliz Garrote

We present MVMO (Multi-View, Multi-Object dataset): a synthetic dataset of 116, 000 scenes containing randomly placed objects of 10 distinct classes and captured from 25 camera locations in the upper hemisphere.

Object Segmentation +1

Adversarial Networks for Spatial Context-Aware Spectral Image Reconstruction from RGB

no code implementations1 Sep 2017 Aitor Alvarez-Gila, Joost Van de Weijer, Estibaliz Garrote

Hyperspectral signal reconstruction aims at recovering the original spectral input that produced a certain trichromatic (RGB) response from a capturing device or observer.

Image Reconstruction

Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis

no code implementations10 Mar 2017 Adrian Galdran, Aitor Alvarez-Gila, Maria Ines Meyer, Cristina L. Saratxaga, Teresa Araújo, Estibaliz Garrote, Guilherme Aresta, Pedro Costa, A. M. Mendonça, Aurélio Campilho

Specifically, we apply the \emph{shades of gray} color constancy technique to color-normalize the entire training set of images, while retaining the estimated illuminants.

Color Constancy Color Normalization +5

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