Other Publications by Veronica Vilaplana back

2019
M. Balibrea, “Deep learning for semantic segmentation of airplane hyperspectral imaging”. 2019. Google Scholar BibTex	Ms Thesis
L. Tarrés, “Clasificación de lesiones de piel con un ensemble de redes neuronales residuales”. 2019. Google Scholar BibTex	Ms Thesis
T. Domenech, “Clasificación de imágenes dermatoscópicas utilizando Redes Neuronales Convolucionales e información de metadatos”. 2019. Google Scholar BibTex	Ms Thesis
R. Casals, “Synthesis of acne images for data augmentation with generative adversarial networks”. 2019. Google Scholar BibTex	Ms Thesis
P. Domingo, “Interpretability of Deep Learning Models”. 2019. Google Scholar BibTex	Ms Thesis

2018
J. Bustos Pelegrí, “Clasificación de imágenes histológicas mediante redes neuronales convolucionales”. 2018. Google Scholar BibTex	Ms Thesis
N. Gullón, “Retinal lesions segmentation using CNNs and adversarial training”. 2018. Google Scholar BibTex	Ms Thesis
J. Martínez Artigot, “Automatic fruit classification using deep learning”. 2018. Google Scholar BibTex	Ms Thesis
G. Batiste, “Generative Adversarial Networks for Anomaly Detection in Images”. 2018. Google Scholar BibTex	Ms Thesis
M. Artigues Cànaves, “Prevention of Alzheimer's Disease: a contribution from MRI and machine learning”. 2018. Google Scholar BibTex	Ms Thesis
C. Bonín Roselló, “Brain lesion segmentation using Convolutional Neuronal Networks”. 2018. Google Scholar BibTex (3.15 MB)	Ms Thesis

2017
D. Rodríguez Castelló, “Extracción de cráneo en imágenes de resonancia magnética del cerebro utilizando una red neuronal convolucional 3D”. 2017. Google Scholar BibTex	Ms Thesis

2016
M. Catà, “Feature Selection Methods for Predicting Pre-Clinical Stage in Alzheimer's Disease”. 2016. Google Scholar BibTex (4.52 MB)	Ms Thesis
A. Aduriz, “Analysis of the dynamics of gray matter reduction in Alzheimer's Disease”. 2016. Google Scholar BibTex (9.47 MB)	Ms Thesis
V. Marcos Santamarta, “Machine learning for recommendation systems in job postings selection”. 2016. Google Scholar BibTex	Ms Thesis
S. Puch, “Nonlinear analysis toolbox for neurodegenerative diseases and aging”. 2016. Google Scholar BibTex (9.74 MB)	Ms Thesis

2015
E. Panizo, “Classification techniques for Alzheimer’s disease early diagnosis”. 2015. Google Scholar BibTex (5.86 MB)	Ms Thesis
A. Herrera Alonso, “Detecció de Text utilitzant Xarxes Neuronals Convolucionals ”. 2015. Google Scholar BibTex	Ms Thesis
C. Ventura, Giró-i-Nieto, X., Vilaplana, V., McGuinness, K., Marqués, F., and O'Connor, N. E., “Improving Spatial Codification in Semantic Segmentation (Supplementary Material)”, 2015. Google Scholar BibTex (18.81 MB)	Report
Ldel Pino López, “Reconstrucció de la forma del rostre a partir de contorns”. 2015. Google Scholar BibTex	Ms Thesis
E. Sañoso Vela, “Combinar imágenes y hábitos musicales para mejorar los sistemas de recomendación de música”. 2015. Google Scholar BibTex	Ms Thesis

2013
C. Ventura, “Visual Object Analysis Using Regions and Interest Points”. 2013. Google Scholar BibTex (4.62 MB)	Ms Thesis

2011
C. Ventura, “Tools for Image Retrieval in Large Multimedia Databases”. 2011. Google Scholar BibTex (6.33 MB)	Ms Thesis