Image segmentation Techniques

Debasish Chakraborty

Verlag: LAP Lambert Academic Publishing Dez 2012, 2012
ISBN 10: 3847311379 / ISBN 13: 9783847311379
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Neuware - Image Segmentation is a technique to group an image into units or categories that are homogeneous with respect to one or more characteristics. This book highlights the various segmentation techniques that brings together the current development on segmentation and explores the potentiality of those techniques in segmenting High Spatial Resolution Remote Sensing (RS) Satellite Images. It also provides an insight about the existing mathematical methods and its application to image segmentation. Special emphasis has been given on Hölder exponent (HE). HE is a well-established technique for texture analysis. But it is computationally complex and time consuming. This book proposes a HE based method for segmenting high spatial resolution images. The method adequately segments complex images containing textured regions as well as non-textured regions. The audience for this book includes practitioners in the pattern recognition and image analysis communities, practitioners in the Remote sensing communities, and the broader audience of scientific professionals. 128 pp. Englisch. Buchnummer des Verkäufers 9783847311379

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Reseña del editor: Image Segmentation is a technique to group an image into units or categories that are homogeneous with respect to one or more characteristics. This book highlights the various segmentation techniques that brings together the current development on segmentation and explores the potentiality of those techniques in segmenting High Spatial Resolution Remote Sensing (RS) Satellite Images. It also provides an insight about the existing mathematical methods and its application to image segmentation. Special emphasis has been given on Hölder exponent (HE). HE is a well-established technique for texture analysis. But it is computationally complex and time consuming. This book proposes a HE based method for segmenting high spatial resolution images. The method adequately segments complex images containing textured regions as well as non-textured regions. The audience for this book includes practitioners in the pattern recognition and image analysis communities, practitioners in the Remote sensing communities, and the broader audience of scientific professionals.

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Bibliografische Details

Titel: Image segmentation Techniques
Verlag: LAP Lambert Academic Publishing Dez 2012
Erscheinungsdatum: 2012
Einband: Taschenbuch
Zustand: Neu

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Vijay Kumar
Verlag: LAP Lambert Academic Publishing Jun 2019 (2019)
ISBN 10: 3659925578 ISBN 13: 9783659925573
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Buchbeschreibung LAP Lambert Academic Publishing Jun 2019, 2019. Taschenbuch. Zustand: Neu. Neuware - Image segmentation is important consideration in computer vision. Image segmentation partitions the image into multiple regions. For image segmentation, a number of different methods have been available in the literature. In this book, Ostu Threholding and Watershed Method have been described. In Ostu Method, the image is segmented at different values of threshold and some interesting points have been found. Watershed has also applied on the same image for segmentation. The performance of these methods have been tested using seven well-known performance measures. The effect of image size has also been analyzed on both methods. The analysis of these methods is beneficial for research community. 68 pp. Englisch. Artikel-Nr. 9783659925573

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