Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory

"Innocence Project is a non-profitable organization that works in reducing wrongful convictions. In collaboration with El Laboratorio de Sueño y Memoria from Instituto Tecnológico de Buenos Aires (ITBA), they are studying human memory in the context offace identification. They have a strong hyp...

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Detalles Bibliográficos
Autores principales: Roca, Agustín, Britos, Nicolás Ignacio
Formato: Proyecto final de Grado
Lenguaje:Inglés
Publicado: 2022
Materias:
FALSAS MEMORIAS
RECONOCIMIENTO FACIAL
PROCESAMIENTO DE IMAGENES
SEGMENTACION DE IMAGENES
Acceso en línea:https://ri.itba.edu.ar/handle/123456789/4116
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-4116
record_format dspace
spelling I32-R138-123456789-41162022-12-23T03:00:30Z Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory Roca, Agustín Britos, Nicolás Ignacio FALSAS MEMORIAS RECONOCIMIENTO FACIAL PROCESAMIENTO DE IMAGENES SEGMENTACION DE IMAGENES "Innocence Project is a non-profitable organization that works in reducing wrongful convictions. In collaboration with El Laboratorio de Sueño y Memoria from Instituto Tecnológico de Buenos Aires (ITBA), they are studying human memory in the context offace identification. They have a strong hypothesis stating that human memory heavily relies in face’s frame to recognize faces. If this is proved, it could mean that face recognition in police lineups couldn’t be trusted, as they may lead to wrongful convictions. This study uses experiments in order to try to prove this using faces with different properties, such as eyes size, but maintaining its frame as much as possible." Proyecto final Ingeniería Informática (grado) - Instituto Tecnológico de Buenos Aires, Buenos Aires, 2022 2022-12-22T18:14:05Z 2022-12-22T18:14:05Z 2022 Proyecto final de Grado https://ri.itba.edu.ar/handle/123456789/4116 en application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic FALSAS MEMORIAS
RECONOCIMIENTO FACIAL
PROCESAMIENTO DE IMAGENES
SEGMENTACION DE IMAGENES
spellingShingle FALSAS MEMORIAS
RECONOCIMIENTO FACIAL
PROCESAMIENTO DE IMAGENES
SEGMENTACION DE IMAGENES
Roca, Agustín
Britos, Nicolás Ignacio
Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
topic_facet FALSAS MEMORIAS
RECONOCIMIENTO FACIAL
PROCESAMIENTO DE IMAGENES
SEGMENTACION DE IMAGENES
description "Innocence Project is a non-profitable organization that works in reducing wrongful convictions. In collaboration with El Laboratorio de Sueño y Memoria from Instituto Tecnológico de Buenos Aires (ITBA), they are studying human memory in the context offace identification. They have a strong hypothesis stating that human memory heavily relies in face’s frame to recognize faces. If this is proved, it could mean that face recognition in police lineups couldn’t be trusted, as they may lead to wrongful convictions. This study uses experiments in order to try to prove this using faces with different properties, such as eyes size, but maintaining its frame as much as possible."
format Proyecto final de Grado
author Roca, Agustín
Britos, Nicolás Ignacio
author_facet Roca, Agustín
Britos, Nicolás Ignacio
author_sort Roca, Agustín
title Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
title_short Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
title_full Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
title_fullStr Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
title_full_unstemmed Controlling face’s frame generation in StyleGAN’s latent space operations: modifying faces to deceive our memory
title_sort controlling face’s frame generation in stylegan’s latent space operations: modifying faces to deceive our memory
publishDate 2022
url https://ri.itba.edu.ar/handle/123456789/4116
work_keys_str_mv AT rocaagustin controllingfacesframegenerationinstyleganslatentspaceoperationsmodifyingfacestodeceiveourmemory
AT britosnicolasignacio controllingfacesframegenerationinstyleganslatentspaceoperationsmodifyingfacestodeceiveourmemory
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