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Parallelisierung Der Digitalen Verarbeitung Von Farbbildern by Mallayev, Ravshan

Parallelisierung Der Digitalen Verarbeitung Von Farbbildern

by Ravshan Mallayev
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Book cover type: Paperback
  • ISBN13: 9786200734037
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 80
  • Original Price: GBP 44.28
  • Language: German
  • Edition: N/A
  • Item Weight: 118 grams
  • BISAC Subject(s): General

Die digitale Bildverarbeitung, insbesondere die Arbeit mit Farbbildern, ist zu einem festen Bestandteil der modernen Technologien geworden. Farbbilder werden in der Regel im RGB-Modell (Rot, Gr�n, Blau) gespeichert, wobei jedes Pixel aus drei Farbkomponenten besteht. Da jede Komponente unabh�ngig voneinander verarbeitet werden kann, werden in diesem Bereich h�ufig parallele Rechentechniken eingesetzt, d. h. mehrere Aufgaben werden gleichzeitig ausgef�hrt, was die Verarbeitungsgeschwindigkeit erheblich erh�ht. Bei der Farbbildverarbeitung kann jeder Kanal (R, G, B), jedes Pixel oder jeder Bildblock von separaten Prozessoren oder Threads verarbeitet werden. Dies spart nicht nur Zeit, sondern erm�glicht auch die Echtzeitverarbeitung umfangreicher Bilder. Parallelverarbeitungstechniken werden in verschiedenen Bereichen wie k�nstliche Intelligenz, medizinische Bildgebung, Video�berwachung und Grafikbearbeitung effektiv eingesetzt. Mit Hilfe von Grafikprozessoren (GPUs) und Mehrkern-CPUs wird die parallele Verarbeitung mit Technologien wie OpenMP, CUDA, OpenCL und MPI erreicht. Dar�ber hinaus werden Aufgaben wie die auf neuronalen Netzen basierende Analyse, Bildsegmentierung, Filterung, Sch�rfung und Farbbalance-Anpassungen ebenfalls parallel ausgef�hrt.

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