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Zrównoleglenie Cyfrowego Przetwarzania Obrazów Kolorowych by Mallayev, Ravshan

Zrównoleglenie Cyfrowego Przetwarzania Obrazów Kolorowych

by Ravshan Mallayev
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Book cover type: Paperback
  • ISBN13: 9786200734839
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wydawnictwo Nasza Wiedza
  • Publisher Imprint: Wydawnictwo Nasza Wiedza
  • Publication Date:
  • Pages: 80
  • Original Price: GBP 44.28
  • Language: Polish
  • Edition: N/A
  • Item Weight: 118 grams
  • BISAC Subject(s): General

Cyfrowe przetwarzanie obraz�w, w szczeg�lności praca z obrazami kolorowymi, stalo się integralną częścią nowoczesnych technologii. Kolorowe obrazy są zwykle przechowywane w modelu RGB (czerwony, zielony, niebieski), w kt�rym każdy piksel sklada się z trzech skladowych koloru. Ponieważ każdy komponent może byc przetwarzany niezależnie, technologie obliczeń r�wnoleglych są szeroko stosowane w tej dziedzinie. Paralelizacja odnosi się do techniki wykonywania wielu zadań jednocześnie, znacznie zwiększając szybkośc przetwarzania. W przetwarzaniu obraz�w kolorowych każdy kanal (R, G, B), każdy piksel lub bloki obrazu mogą byc przetwarzane przez oddzielne procesory lub wątki. Pozwala to nie tylko zaoszczędzic czas, ale także umożliwia przetwarzanie obraz�w na dużą skalę w czasie rzeczywistym. Techniki przetwarzania r�wnoleglego są skutecznie wykorzystywane w r�żnych dziedzinach, takich jak sztuczna inteligencja, obrazowanie medyczne, nadz�r wideo i aplikacje do edycji grafiki. Z pomocą GPU (procesor�w graficznych) i wielordzeniowych CPU, przetwarzanie r�wnolegle jest osiągane przy użyciu technologii takich jak OpenMP, CUDA, OpenCL i MPI. Ponadto, zadania takie jak analiza oparta na sieci neuronowej, segmentacja obrazu, filtrowanie, wyostrzanie i regulacja balansu kolor�w są r�wnież wykonywane r�wnolegle.

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