Titre: Padroneggiare l'imaging iperspettrale utilizzando il ML e le caratteristiche spaziali-spettrali: Una guida approfondita alle tecniche analitiche avanzate e alle migliori pratiche (Italian Edition)
�diteur: Edizioni Sapienza
Date de parution: 2024
Langue: italien
ISBN � 10 chiffres: 6207620550
ISBN � 13 chiffres: 9786207620555
Reliure: Couverture souple
�tat de l'article: New

A propos de ce titre

Synopsis

Questo libro introduce il telerilevamento iperspettrale come tecnologia di imaging trasformativa, in grado di catturare dettagli intricati su pi� bande spettrali. Nato da una tesi di dottorato, il libro � un ponte tra l'esplorazione accademica e le applicazioni pratiche nella classificazione delle immagini iperspettrali. � pioniere di metodologie innovative che utilizzano l'apprendimento profondo e l'apprendimento automatico, con il Deep Adversarial Learning Framework per una maggiore precisione. Il testo esplora approcci innovativi che impiegano l'analisi delle componenti principali, la decomposizione di modalit� empirica e le macchine a vettori di supporto. Viene inoltre presentato un metodo di classificazione semi-supervisionato ispirato alle Cycle-GAN. Il libro si propone di offrire una comprensione completa dell'imaging iperspettrale, delle sue metodologie e delle sue implicazioni pratiche, fungendo da preziosa risorsa per studenti, ricercatori e operatori del settore.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

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