Texture and Colour in Image Analysis

• Autore: Bianconi Francesco
• Pubblicazione: Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021
• Descrizione fisica: 1 online resource (278 p.)
• Soggetto topico: Information technology industries
• Soggetto non controllato: 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; color-texture feature extraction; color-texture features; colored texture pattern classification; cutting pieces; deep learning; deep neural networks; defect recognition; detection; digital intraoral radiography; dissimilarity space; 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; item counting device; language modeling; local binary pattern; local Tchebichef moments (LTM); maceral components; Machine vision; mammogram; mathematics of colour and texture; MB-LBP; 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; tissue image; two-level clustering; video saliency; visual saliency estimation; water sorption
• Persona (resp. second.): FernándezAntonio; Sánchez-YáñezRaúl E; BianconiFrancesco
• Sommario/riassunto: 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.
• Titolo autorizzato: Texture and Colour in Image Analysis
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910557518003321
• Lo trovi qui: Univ. Federico II