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Viac informácií o knihe Subspace Methods for Pattern Recognition in Intelligent Environment

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Anotácia knihy

This research book provides a comprehensive overview of the state-of-the-art subspace learning methods for pattern recognition in intelligent environment. With the fast development of internet and computer technologies, the amount of available data is rapidly increasing in our daily life. How to extract core information or useful features is an important issue. Subspace methods are widely used for dimension reduction and feature extraction in pattern recognition. They transform a high-dimensional data to a lower-dimensional space (subspace), where most information is retained. The book covers a broad spectrum of subspace methods including linear, nonlinear and multilinear subspace learning methods and applications. The applications include face alignment, face recognition, medical image analysis, remote sensing image classification, traffic sign recognition, image clustering, super resolution, edge detection, multi-view facial image synthesis.§

Parametre knihy

Zaradenie knihy Knihy po anglicky Computing & information technology Computer science Artificial intelligence

• Celý názov: Subspace Methods for Pattern Recognition in Intelligent Environment
• Autor: Yen-Wei Chen, Lakhmi C. Jain
• Jazyk: Angličtina
• Väzba: Pevná
• Počet strán: 199
• EAN: 9783642548505
• ISBN: 3642548504
• ID: 02527432
• Nakladateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnosť: 4498 g
• Rozmery: 235 × 155 × 17 mm
• Dátum vydania: 07. April 2014

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