Inicio > > Informática: cuestiones generales > Dominar a imagiologia hiperespectral utilizando ML e características espaciais-espectrais
Dominar a imagiologia hiperespectral utilizando ML e características espaciais-espectrais

Dominar a imagiologia hiperespectral utilizando ML e características espaciais-espectrais

Ravi Kumar Balleda / Sai Chandana B / Subba Reddy Tatireddy

75,58 €
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2024
Materia
Informática: cuestiones generales
ISBN:
9786207620586
75,58 €
IVA incluido
Disponible

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Sobre IBD

Este livro apresenta a deteção remota hiperespectral como uma tecnologia de imagem transformadora, captando detalhes intrincados em várias bandas espectrais. Originário de uma tese de doutoramento, o livro faz a ponte entre a exploração académica e as aplicações práticas na classificação de imagens hiperespectrais. É pioneiro em novas metodologias que utilizam a aprendizagem profunda e a aprendizagem automática, apresentando o Deep Adversarial Learning Framework para uma maior precisão. O texto explora abordagens inovadoras que utilizam análise de componentes principais, decomposição de modo empírico e máquinas de vetor de suporte. Um método de classificação semi-supervisionado inspirado em Cycle-GANs também é apresentado. O livro tem como objetivo oferecer uma compreensão abrangente da imagiologia hiperespectral, das suas metodologias e implicações práticas, servindo como um recurso valioso para estudantes, investigadores e profissionais da área.

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