A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions

A color vision approach based on the autoencoder technique and deep neural networks for reconstructing color images under various lighting conditions

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Manylion Llyfryddiaeth
Prif Awduron:	Faisal, Asm, Ahmad, Ashhab, Tazwar, Asif
Awduron Eraill:	Alam, Md. Ashraful
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Autoencoder Image reconstruction Deep neural networks Color vision Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/23943

Eitemau Tebyg

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gan: Doyle, Michael E.
Cyhoeddwyd: (1999)

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gan: Freeman, Michael, 1945-
Cyhoeddwyd: (2006)

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gan: Kamran, Sharif Amit, et al.
Cyhoeddwyd: (2017)

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Cyhoeddwyd: (2004)

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Cyhoeddwyd: (1995)

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Fundamentals of neural networks : architectures, algorithms, and applications /
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Cyhoeddwyd: (1994)

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Neural networks : a comprehensive foundation /
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Cyhoeddwyd: (1999)

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Factors affecting buying behavior of Color CI sheets of Jalalabad Steel Limited
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