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Parallelizzazione Dell'elaborazione Digitale Di Immagini a Colori by Mallayev, Ravshan

Parallelizzazione Dell'elaborazione Digitale Di Immagini a Colori

by Ravshan Mallayev
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Book cover type: Paperback
  • ISBN13: 9786200734808
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edizioni Sapienza
  • Publisher Imprint: Edizioni Sapienza
  • Publication Date:
  • Pages: 80
  • Original Price: GBP 44.28
  • Language: Italian
  • Edition: N/A
  • Item Weight: 118 grams
  • BISAC Subject(s): General

L'elaborazione digitale delle immagini, in particolare il lavoro con le immagini a colori, � diventata parte integrante delle tecnologie moderne. Le immagini a colori sono solitamente memorizzate nel modello RGB (Red, Green, Blue), dove ogni pixel � costituito da tre componenti di colore. Poich� ogni componente pu� essere elaborato in modo indipendente, le tecnologie di calcolo parallelo sono ampiamente applicate in questo campo. La parallelizzazione si riferisce alla tecnica di esecuzione di pi� compiti simultaneamente, aumentando in modo significativo la velocit� di elaborazione. Nell'elaborazione delle immagini a colori, ogni canale (R, G, B), ogni pixel o blocco di immagine pu� essere elaborato da processori o thread separati. Le tecniche di elaborazione in parallelo sono utilizzate efficacemente in vari campi, come l'intelligenza artificiale, l'imaging medico, la videosorveglianza e le applicazioni di editing grafico. Con l'aiuto delle GPU (unit� di elaborazione grafica) e delle CPU multi-core, l'elaborazione in parallelo � ottenuta utilizzando tecnologie come OpenMP, CUDA, OpenCL e MPI. Inoltre, anche attivit� come l'analisi basata su reti neurali, la segmentazione delle immagini, il filtraggio, la nitidezza e la regolazione del bilanciamento del colore vengono eseguite in parallelo.

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