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| Artikel-Nr.: 5667A-9783030137724 Herst.-Nr.: 9783030137724 EAN/GTIN: 9783030137724 |
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| Topics and features: provides self-test exercises in every chapter; describes the basics of image texture, texture features, and image texture classification and segmentation; examines a selection of widely-used methods for measuring and extracting texture features, and various algorithms for texture classification; explains the concepts of dimensionality reduction and sparse representation; discusses view-based approaches to classifying images; introduces the template for the K-views algorithm, as well as a range of variants of this algorithm; reviews several neural network models for deep machine learning, and presents a specific focus on convolutional neural networks. Weitere Informationen: | | Author: | Chih-Cheng Hung; Enmin Song; Yihua Lan | Verlag: | Springer International Publishing | Sprache: | eng |
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| Weitere Suchbegriffe: Datenbanken (Fachbücher), Datenbankenbücher, bücher für datenbanken - englischsprachig, Bildbearbeitung, Bildverarbeitung, Grafik (EDV) / Bildverarbeitung, Computer / PC-Hardware, Datenverarbeitung / Anwendungen / Betrieb, Verwaltung, Intelligenz / Künstliche Intelligenz, KI, Künstliche Intelligenz - AI, ImageTextureAnalysis; DigitalImageProcessing; K-ViewModel; TextureClassification; DeepLearning; ConvolutionalNeuralNetworks(CNN), Image Texture Analysis, Digital Image Processing |
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