Bookcover of Color Interpolation Techniques
Booktitle:

Color Interpolation Techniques

GNU Image Manipulation Package (GIMP) Perspective

Scholars' Press (2015-02-11 )

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ISBN-13:

978-3-639-76260-0

ISBN-10:
3639762606
EAN:
9783639762600
Book language:
English
Blurb/Shorttext:
This book investigates the recent automated greyscale image colorization techniques using a custom developed GNU Image Manipulation Package (GIMP) plug-in. This process involves the transfer of color between a compositionally similar source color image and destination greyscale image. Emerging colorization techniques offer an automated solution to the colorization problem. A GIMP plug-in was implemented, that GIMP plug-in was used to critically evaluate the colorization process. A complete analysis was performed on the images by varying parameters to find the best balance between the neighbourhood size, sampling technique, weighted ratios of pixel luminance, standard deviation and mean. The plug-in developed offers an integrated greyscale image colorization capability to the GIMP suite, and brings the power of automated colorization to the GIMP user community.It was discovered that a trivial scan line uniform sampling technique produced comparable if not slightly better results than more computationally expensive techniques based on pixel neighbourhood statistical analysis. This book shows that it is important for images to correlate in composition and size.
Publishing house:
Scholars' Press
Website:
http://www.scholars-press.com
By (author) :
Syed Zahidur Rashid
Number of pages:
212
Published on:
2015-02-11
Stock:
Available
Category:
Informatics, IT
Price:
89.90 €
Keywords:
Conversion, GNU, Colorization, Grayscale, destination greyscale image, uniform sampling technique

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