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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Anwendungs-Software Statistical Learning and Pattern Analysis for Image and Video Processing
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Statistical Learning and Pattern Analysis for Image and Video Processing
Nanning Zheng, Jianru Xue (Gebundene Ausgabe, Englisch)
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Beschreibung
Why are We Writing This Book? Visual data (graphical, image, video, and visualized data) affect every aspect of modern society. The cheap collection, storage, and transmission of vast amounts of visual data have revolutionized the practice of science, technology, and business. Innovations from various disciplines have been developed and applied to the task of designing intelligent machines that… can automatically detect and exploit useful regularities (patterns) in visual data. One such approach to machine intelligence is statistical learning and pattern analysis for visual data. Over the past two decades, rapid advances have been made throughout the ?eld of visual pattern analysis. Some fundamental problems, including perceptual gro- ing,imagesegmentation, stereomatching, objectdetectionandrecognition,and- tion analysis and visual tracking, have become hot research topics and test beds in multiple areas of specialization, including mathematics, neuron-biometry, and c- nition. A great diversity of models and algorithms stemming from these disciplines has been proposed. To address the issues of ill-posed problems and uncertainties in visual pattern modeling and computing, researchers have developed rich toolkits based on pattern analysis theory, harmonic analysis and partial differential eq- tions, geometry and group theory, graph matching, and graph grammars. Among these technologies involved in intelligent visual information processing, statistical learning and pattern analysis is undoubtedly the most popular and imp- tant approach, and it is also one of the most rapidly developing ?elds, with many achievements in recent years. Above all, it provides a unifying theoretical fra- work for intelligent visual information processing applications. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
16.04.2010
Sprache
Englisch
EAN
9781848823112
Herausgeber
Springer London
Serien- oder Bandtitel
Advances in Computer Vision and Pattern Recognition
Sonderedition
Nein
Autor
Nanning Zheng, Jianru Xue
Seitenanzahl
365
Einbandart
Gebundene Ausgabe
Schlagwörter
Motion Analysis, Scalable Video Coding, Statistical Learning, Statistical Pattern Analysis, Textur, Video Segmentation, Visual Tracking, classification, cognition, intelligent systems, learning, modeling, pattern recognition, video analysis
Thema-Inhalt
UYQP - Mustererkennung
UYQV - Maschinelles Sehen, Bildverstehen
UYT - Bildverarbeitung
UG - Grafische und digitale Media-Anwendungen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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