Capa do livro de Clustering and optimization based image segmentation techniques
Título do livro:

Clustering and optimization based image segmentation techniques

Performance Analysis and integration of Clustering and Optimization based Image Segmentation Techniques

LAP LAMBERT Academic Publishing (2012-11-16 )

Books loader

Omni badge Apto para vale
ISBN- 1 3:

978-3-659-25058-3

ISBN- 1 0:
3659250589
EAN:
9783659250583
Idioma do livro:
Inglês
Anotações e citações/ texto breve:
In this research work clustering based techniques is employed on images which results into segmentation of images. The performance of Fuzzy C-means (FCM) integrated with the Particle Swarm optimization (PSO) technique and its variations are analyzed in different application fields. To analyze and grade the performance, computational and time complexity of techniques in different fields several metrics are used. Then the four well known techniques of image segmentation namely Fuzzy C-means algorithm, neighborhood information, Partial differential equation based level set methods and Particle swarm optimization based fractional order Darwinian particle swarm optimization are integrated in order to obtain the improved segmentation. This experimental performance analysis shows that FCM along with fractional order Darwinian PSO give better performance in terms of classification accuracy, as compared to other variation of other techniques used. The integrated algorithm tested on images proves to give better results visually as well as objectively and are more real time compatible.
Editora:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
Por (autor):
Jaskirat Kaur
Número de páginas:
88
Publicado em:
2012-11-16
Stock:
Disponível
Categoria:
Outros
Preço:
49.00 €
Palavras chave:
Image Segmentation, Clustering Algorithm

Books loader

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::unionpay Adyen::paypal PayPal Transferência Bancária

  0 produtos no carrinho
Editar carrinho
Loading frontend
LOADING