DocumentCode
2211261
Title
Image sharpening by coupled nonlinear - Diffusion on the chromaticity - Brightness color representation
Author
Saito, Takahiro ; Nosaka, Reina ; Komatsu, Takashi
Author_Institution
Dept. of Electron. & Inf. Frontiers, Kanagawa Univ., Yokohama, Japan
fYear
2006
fDate
4-8 Sept. 2006
Firstpage
1
Lastpage
5
Abstract
Previously we presented a selective image sharpening method with a coupled nonlinear diffusion process, and it sharpens only blurred edges without enhancing noise. Our prototypal color-image sharpening methods were formulated on the linear color models, namely, the channel-by-channel model and the 3D vector model. Our prototypal methods sharpen blurred color edges, but they do not necessarily enhance contrasts of signal variations in complex texture regions so well as in simple step-edge regions. To remedy the drawback, we extend our coupled nonlinear-diffusion sharpening method to the nonlinear non-flat color model, namely, the chromaticity-brightness model, which is known to be closely relating to human color perception. We modify our time-evolution PDE´s for the non-flat space of the chromaticity vector, and present its digital implementations.
Keywords
brightness; image colour analysis; image representation; image texture; partial differential equations; 3D vector model; blurred color edges; brightness color representation; channel-by-channel model; chromaticity-brightness model; color-image sharpening method; complex texture region; coupled nonlinear-diffusion process; human color perception; linear color model; nonlinear nonflat color model; step-edge region; time-evolution PDE; Color; Equations; Image color analysis; Image edge detection; PSNR; Solid modeling; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2006 14th European
Conference_Location
Florence
ISSN
2219-5491
Type
conf
Filename
7071029
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