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Segmentation Methods Based On Logistic Type Mixture Model - Softcover

Kalahasthi, Venkata Satyanarayana; K., Srinivasa Rao; P., Srinivasa Rao

 
9786203199048: Segmentation Methods Based On Logistic Type Mixture Model
Softcover
ISBN 10: 6203199044 ISBN 13: 9786203199048
Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

This Book contributes analysis and development of image segmentation algorithms based on finite logistic type mixture models. These techniques are much useful in a variety of applications such as medical images, filming, and video, security surveillance, face recognition, gesture analysis. Image segmentation is a prerequisite for computer vision and human-computer interactions. Image segmentation is an important domain of research in computer science and allied areas due to its ready applicability in designing and developing several systems. The image segmentation is a process in which the pixels in the image are grouped such that they form a number of meaningful regions that are homogeneous within the regions, heterogeneous between the regions. Several image segmentation techniques have been developed with various considerations. A comparative study is carried with developed algorithms and with earlier existing models based on image segmentation algorithm with Gaussian mixture model. It is observed that the three-parameter logistic type mixture model with hierarchical clustering algorithm better than that of a Gaussian mixture model with K-means and two-parameter logistic type.

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Über die Autorin bzw. den Autor

Dr.K.VENKATA SATYANARAYANA is currently working as an Associate Professor in the Department of CSE, Raghu Engineering College, AP, India. PROF.K.SRINIVASA RAO is working as The Principal, College of Science and Technology, Andhra University, India. PROF.P.SRINIVASA RAO is working as The Principal, College of Engineering, Andhra University, India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6203199044
ISBN 13 
9786203199048
Einband
Taschenbuch
Anzahl der Seiten
188
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
JustFiction Edition
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland