Convolutional neural network-based pure paint pigment identification using hyperspectral images

This research presents the results of the implementation of deep learning neural networks in the identification of pure pigments of heritage artwork, namely paintings. Our paper applies an inno vative three-branch deep learning model to maximise the correct identification of pure pigments. The model...

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Bibliographic Details
Main Author: Chen, Ailin (author)
Other Authors: Jesus, Rui (author), Vilarigues (author)
Format: conferenceObject
Language:eng
Published: 2022
Subjects:
Hyperspectral imaging
Deep learning
Convolutional neural networks
Visualisation
Pigment identification
Online Access:http://hdl.handle.net/10400.21/14157
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/14157

Internet

http://hdl.handle.net/10400.21/14157

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