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Title:
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Using deep learning for social analysis in egocentric images
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Author:
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Mahyou Amarki, Khalid
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Other authors:
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Radeva, Petia; Cancela, Brais |
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Abstract:
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In this work, we explore in detail and propose a system to cluster faces from unconstrained images. This system can be divided mainly in two big steps: i) align the faces and pass them through a deep convolutional neural network, and ii) cluster the face images by their feature representation. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Machine learning
-Artificial intelligence
-Computer vision
-face recognition
-clustering
-face clustering
-convolutional neural networks
-DCNN
-egocentric images
-Aprenentatge automàtic
-Intel·ligència artificial
-Visió per ordinador |
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Rights:
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Document type:
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Research/Master Thesis |
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Published by:
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Universitat Politècnica de Catalunya
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