Graph Based Image Segmentation: A modern approach - Tapa blanda

Wang, Jingdong

 
9783639110746: Graph Based Image Segmentation: A modern approach
Tapa blanda
ISBN 10: 3639110749 ISBN 13: 9783639110746
Editorial: VDM Verlag Dr. Müller, 2008

Sinopsis

Image segmentation refers to a process of dividing the image into disjoint regions that were meaningful. This process is fundamental in computer vision in that many applications, such as image retrieval, visual summary, image based modeling, and so on, can essentially benefit from it. This process is also challenging because the segmentation is usually subjective and the computation is highly costly. This book develops in turn the prior model for the pairwise graph approaches which is defined from multiple cues, a hyper graph based method which models multiple wise relations among the data points, and a tree structured graph based method which leads to an efficient and effective solution to the normalized cuts criterion. These approaches are demonstrated in multiple view, interactive and automatic image segmentation problems. This book is suitable for students and researchers in image processing, computer vision, pattern recognition and machine learning.

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Reseña del editor

Image segmentation refers to a process of dividing the image into disjoint regions that were meaningful. This process is fundamental in computer vision in that many applications, such as image retrieval, visual summary, image based modeling, and so on, can essentially benefit from it. This process is also challenging because the segmentation is usually subjective and the computation is highly costly. This book develops in turn the prior model for the pairwise graph approaches which is defined from multiple cues, a hyper graph based method which models multiple wise relations among the data points, and a tree structured graph based method which leads to an efficient and effective solution to the normalized cuts criterion. These approaches are demonstrated in multiple view, interactive and automatic image segmentation problems. This book is suitable for students and researchers in image processing, computer vision, pattern recognition and machine learning.

Biografía del autor

Jingdong Wang received the BSc and MSc degrees in Automation from Tsinghua University, Beijing, China, in 2001 and 2004, and the PhD degree in Computer Science from the Hong Kong University of Science and Technology, Hong Kong, in 2007. He is currently an associate researcher at the Internet Media Group, Microsoft Research Asia.

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Editorial
VDM Verlag Dr. Müller
Año de publicación
2008
Idioma
Inglés
ISBN 10 
3639110749
ISBN 13 
9783639110746
Encuadernación
Tapa blanda
Número de páginas
120
Contacto del fabricante
no disponible
Persona responsable
no disponible