Contact
Hoe winkelen bij ons werkt
Bezorging
Winkelgids
Image Processing
Texture Segmentation Using Multichannel Filtering And Kohonen s Self Organizing Map
Engels
106 b
Retourneren binnen 30 dagen
Klanten kochten ook
/
Gebonden (paperback)
94.59
€
The texture is very important cue in region based segmentation of images. Texture features play a very important role in computer vision and pattern recognition. Texture Applications include industrial inspection, estimation of object range and orientation, shape analysis, satellite imaging, and medical diagnosis. Texture segmentation can be broken down into two areas, feature extraction and clustering. In this book, we study two stage of feature extraction technique using multichannel filter and self-organizing map. Firstly we study channel filters, also known as 2-D Gabor functions. The texture features are extracted using a multichannel approach. The channels comprise of a set of Gabor filters having different sizes, orientations, and frequencies to constitute feature vector. This feature vectors are then given to Self Organizing map for feature reduction.It is shown that the disadvantage of using Gabor filters in texture analysis, namely, the higher dimensionality of the Gaboriau feature space, is overcome by the reduction in the dimensionality of the feature space achieved by SOM.
Informatie over het boek
Engels
Geef dit boek vandaag nog cadeau
Dat gaat heel eenvoudig
1 Voeg het boek toe aan je winkelwagentje en selecteer Als cadeau bezorgen 2 Je krijgt van ons per omgaand een voucher 3 Het boek wordt bezorgd op het adres van de ontvangerDit vind je misschien ook interessant
/
Gebonden (paperback)
82.55
€
/
Gebonden (paperback)
25.99
€
/
Gebonden (harde band)
26.70
€
/
Gebonden (paperback)
16.28
€
/
Gebonden (paperback)
102.79
€
/
Gebonden (harde band)
58.07
€
/
Gebonden (paperback)
31.46
€