Search Results for author: Emmanuel Martinez

Found 2 papers, 1 papers with code

Fast Disparity Estimation from a Single Compressed Light Field Measurement

no code implementations22 Sep 2022 Emmanuel Martinez, Edwin Vargas, Henry Arguello

Specifically, we propose to jointly optimize an optical architecture for acquiring a single coded light field snapshot and a convolutional neural network (CNN) for estimating the disparity maps.

Compressive Sensing Disparity Estimation

LD-GAN: Low-Dimensional Generative Adversarial Network for Spectral Image Generation with Variance Regularization

2 code implementations29 Apr 2023 Emmanuel Martinez, Roman Jacome, Alejandra Hernandez-Rojas, Henry Arguello

To surmount this limitation, we propose low-dimensional GAN (LD-GAN), where we train the GAN employing a low-dimensional representation of the {dataset} with the latent space of a pretrained autoencoder network.

Data Augmentation Generative Adversarial Network +2

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