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Herausgeber: 
  • João Manuel R. S. Tavares
  • Joy Iong-Zong Chen
  • Abdullah M. Iliyasu
  • Subarna Shakya
  • Image Processing and Capsule Networks: ICIPCN 2020 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   i.d.R. innert 5-10 Tagen versandfertig
    Veröffentlichung:  Juli 2020  
    Genre:  Naturwissensch., Medizin, Technik 
     
    ArtificialNeuralNetworks / BiomedicalEngineeringandMachineLearning / CapsuleNetworks / evolutionarycomputation / geneticalgorithms / ICIPCN / ICIPCN2020 / imageprocessing
    ISBN:  9783030518585 
    EAN-Code: 
    9783030518585 
    Verlag:  Springer 
    Einband:  Kartoniert  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D 45 mm 
    Gewicht:  1241 gr 
    Seiten:  836 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This book emphasizes the emerging building block of image processing domain, which is known as capsule networks for performing deep image recognition and processing for next-generation imaging science. Recent years have witnessed the continuous development of technologies and methodologies related to image processing, analysis and 3D modeling which have been implemented in the field of computer and image vision. The significant development of these technologies has led to an efficient solution called capsule networks [CapsNet] to solve the intricate challenges in recognizing complex image poses, visual tasks, and object deformation. Moreover, the breakneck growth of computation complexities and computing efficiency has initiated the significant developments of the effective and sophisticated capsule network algorithms and artificial intelligence [AI] tools into existence. The main contribution of this book is to explain and summarize the significant state-of-the-art research advances in the areas of capsule network [CapsNet] algorithms and architectures with real-time implications in the areas of image detection, remote sensing, biomedical image analysis, computer communications, machine vision, Internet of things, and data analytics techniques.

      



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