Title :
Image processing tools for fresco restoration
Author :
Lagunovsky, Dmitry ; Frucci, Maria ; Di Baja, Gabriella Sanniti
Author_Institution :
Inst. of Eng. Cybern., Acad. of Sci., Minsk, Byelorussia
Abstract :
In this communication, we illustrate an enlarging and enhancing procedure adequate to provide the restorer with sufficiently detailed digital versions of frescos in the excavations of Pompeii and Hercolaneum, starting from the photographic prints taken and archived in the early thirties for documentation purposes. First, filtering is done to improve the quality of the input data by removing acquisition and digitisation noise. Then, enlargement is done by using bilinear approximation. Finally, enhancement can be accomplished. To enhance only edges, we distinguish in the enlarged image edge regions from nonedge regions. This goal is achieved by applying edge detection and by thresholding the computed edge image. The obtained binary image is used as a reference to apply edge sharpening onto the enlarged image, and so obtain the enhanced image as desired. Though designed for a specific application, our method is indeed rather general
Keywords :
archaeology; art; edge detection; filtering theory; image enhancement; noise; Gulf of Naples; Hercolaneum; Herculaneum; Mount Vesuvius eruption; Pompeii; acquisition noise; archaeological excavations; bilinear approximation; binary image; digitisation noise; edge detection; edge regions; edge sharpening; fresco restoration; image enhancement; image enlargement; image filtering; image processing tools; image thresholding; nonedge regions; photographic prints; Data engineering; Digital images; Documentation; Filtering; Image edge detection; Image enhancement; Image processing; Image resolution; Image restoration; Interpolation;
Conference_Titel :
Pattern Recognition, 2000. Proceedings. 15th International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7695-0750-6
DOI :
10.1109/ICPR.2000.903551