Please use this identifier to cite or link to this item:
Title: Neutral face generator using variational autoencoders
Author: Acosta Hernández, Jorge
Director/Tutor: Madadi, Meysam
Keywords: Aprenentatge automàtic
Xarxes neuronals (Informàtica)
Treballs de fi de grau
Reconeixement facial (Informàtica)
Expressió facial
Machine learning
Neural networks (Computer science)
Computer software
Human face recognition (Computer science)
Facial expression
Bachelor's theses
Issue Date: 13-Sep-2020
Abstract: [en] The aim of this project is to develop a model which is able to generate a neutral face from a sample of images of the same person with different expressions. This expressions can be gathered from a video of that person just talking frontally to the camera. For doing this we will need a model which as it is able to learn meaningful features of the frontal faces. Also this model should be capable of reconstructing faces from this learned features.
Note: Treballs Finals de Grau d'Enginyeria Informàtica, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2020, Director: Meysam Madadi
Appears in Collections:Treballs Finals de Grau (TFG) - Enginyeria Informàtica
Programari - Treballs de l'alumnat

Files in This Item:
File Description SizeFormat 
codi_font.zipCodi font29.38 kBzipView/Open
171974.pdfMemòria15.36 MBAdobe PDFView/Open

This item is licensed under a Creative Commons License Creative Commons