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Carte Advanced Techniques for Noisy Image Quality Assessment Smita Sharma

Advanced Techniques for Noisy Image Quality Assessment

DE

Autor: Smita Sharma, Kalpana Rai
Limbă: engleză
Legare: Carte broșată
Editura: OmniScriptum
Disponibilitate: În depozitul extern
Expediem în 8-11 zile
315.15 lei
Quality assurance is probably the most common and most studied problem in image processing. The imag...

Informații despre carte

Autor
Smita Sharma, Kalpana Rai
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2024
Pagini
92
EAN
9786206772217
Enbook ID
46097464
Editura
OmniScriptum
Greutate
155
Dimensiuni
150 x 220

Descriere completă

Quality assurance is probably the most common and most studied problem in image processing. The image is assumed to be corrupted by impulse noise. In this book, want to estimate the noise in a singly image is estimated using the PCA algorithm. The image is divided into segment and noise is estimated through Principal component analysis (PCA). Contour based approach is used for the segmentation of image. A model is proposed which is used it to estimate noise standard deviation in noisy image. The RGB model will be used for noise estimation from an image. The noise is removed through principal component analysis with contour-based segmentation. It provide the efficiency for estimate and removal of noise. This book provides an efficient segmentation technique for segmenting color images. It provides a good compromise between the accuracy and the execution time: it is much faster than the methods and considerably more accurate than the methods. The proposed quality assurance method can be efficiently used in various image applications such as digital cameras and is superior because of its performance and simplicity.

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