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
(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
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.
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