Texture and Colour in Image Analysis

Research in colour and texture has experienced major changes in the last few years. This book presents some recent advances in the field, specifically in the theory and applications of colour texture analysis. This volume also features benchmarks, comparative evaluations and reviews.

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Format:	Buch
Sprache:	eng
Schlagworte:	adaptive gradient methods aging animal audio audio classification bagging post-processing bounded scheduling method BQMP and Haralick global–local feature integration breast cancer classification co-saliency coal petrography colored texture pattern classification color–texture feature extraction color–texture features cutting pieces deep learning deep neural networks defect recognition detection digital intraoral radiography dissimilarity space Economics, Finance, Business and Management electro-deposition industry ensemble of classifiers faster R-CNN feature extraction global–local texture classification hair hand-designed image descriptors histopathology hue variance image analysis image classification image preprocessing image resizing image segmentation Industry and industrial studies Information technology industries item counting device language modeling local binary pattern local Tchebichef moments (LTM) maceral components Machine vision mammogram mathematics of colour and texture MB-LBP Media, entertainment, information and communication industries meta-heuristics microscopic morphological multi-period pattern n/a omnidirectional images optimization partial orders pattern recognition periapical lesions period length prostate cancer quantitative random forest rank features river scene segmentation scale-and-stretch scaling seam carving segmentation siamese network skew angle skin microrelief stochastic gradient descent surface defect detection surface reflection SVM texture texture analysis thema EDItEUR tissue image two-level clustering video saliency visual saliency estimation water sorption
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Beschreibung
Zusammenfassung:	Research in colour and texture has experienced major changes in the last few years. This book presents some recent advances in the field, specifically in the theory and applications of colour texture analysis. This volume also features benchmarks, comparative evaluations and reviews.
DOI:	10.3390/books978-3-0365-1377-5