Search Results for author: Alejandra Hernandez-Rojas

Found 2 papers, 1 papers with code

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

Deep Coding Patterns Design for Compressive Near-Infrared Spectral Classification

no code implementations27 May 2022 Jorge Bacca, Alejandra Hernandez-Rojas, Henry Arguello

Compressive spectral imaging (CSI) has emerged as an attractive compression and sensing technique, primarily to sense spectral regions where traditional systems result in highly costly such as in the near-infrared spectrum.

Classification

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