Kinship verification from face images

Kinship verification from face images

Kinship verification is the task of identifying biological relations between two persons based on facial features. It is an important area of study with applications in different fields such as forensics and genealogy. To improve kinship verification results, this paper introduces the use of colour...

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Bibliographic Details
Main Author: Tabassum Nazir
Other Authors: Deepu Rajan
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Kinship verification
Online Access:https://hdl.handle.net/10356/175359
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-175359
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spelling sg-ntu-dr.10356-1753592024-05-10T15:40:55Z Kinship verification from face images Tabassum Nazir Deepu Rajan School of Computer Science and Engineering ASDRajan@ntu.edu.sg Computer and Information Science Kinship verification Kinship verification is the task of identifying biological relations between two persons based on facial features. It is an important area of study with applications in different fields such as forensics and genealogy. To improve kinship verification results, this paper introduces the use of colour information. A feature extraction algorithm is introduced, followed by the colour space it can be used in. Finally, deep learning is performed and cosine similarity is used as a metric to label kin or non-kin. Bachelor's degree 2024-05-10T05:23:46Z 2024-05-10T05:23:46Z 2024 Final Year Project (FYP) Tabassum Nazir (2024). Kinship verification from face images. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175359 https://hdl.handle.net/10356/175359 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Computer and Information Science
Kinship verification
spellingShingle Computer and Information Science
Kinship verification
Tabassum Nazir
Kinship verification from face images
description Kinship verification is the task of identifying biological relations between two persons based on facial features. It is an important area of study with applications in different fields such as forensics and genealogy. To improve kinship verification results, this paper introduces the use of colour information. A feature extraction algorithm is introduced, followed by the colour space it can be used in. Finally, deep learning is performed and cosine similarity is used as a metric to label kin or non-kin.
author2 Deepu Rajan
author_facet Deepu Rajan
Tabassum Nazir
format Final Year Project
author Tabassum Nazir
author_sort Tabassum Nazir
title Kinship verification from face images
title_short Kinship verification from face images
title_full Kinship verification from face images
title_fullStr Kinship verification from face images
title_full_unstemmed Kinship verification from face images
title_sort kinship verification from face images
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/175359
_version_ 1800916416864452608

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