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Conference Paper
Digital Image Processing and Analysis
Tucson, Arizona United States
June 7-8, 2010
ISBN: 978-1-55752-892-6
Digital Image Processing and Analysis (DMD)

Neural Network for the Digital Cleaning of an Oil Painting

Cherry May Palomero and Maricor Soriano

http://dx.doi.org/10.1364/DIPA.2010.DMD5


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Abstract

We demonstrate that a neural network can be trained to learn the transformation from dirty to clean segments of a painting and used it to digitally clean an image of Amorsolo’s "Malacañang by the River".

© 2010 The Optical Society

OCIS Codes
(100.0100) Image processing : Image processing
(100.2000) Image processing : Digital image processing
(330.0330) Vision, color, and visual optics : Vision, color, and visual optics
(330.1690) Vision, color, and visual optics : Color

Citation
C. M. Palomero and M. Soriano, "Neural Network for the Digital Cleaning of an Oil Painting," in Imaging and Applied Optics Congress, OSA Technical Digest (CD) (Optical Society of America, 2010), paper DMD5.
http://www.opticsinfobase.org/abstract.cfm?URI=DIPA-2010-DMD5


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