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Title: Vectorization of bitmaps based on the LSQ method (English)
Author: Bartoň, Stanislav
Language: English
Journal: Programs and Algorithms of Numerical Mathematics
Volume: Proceedings of Seminar. Dolní Maxov, June 6-11, 2010
Issue: 2010
Pages: 9-14
Category: math
Summary: The paper presents the software procedure (using MAPLE 11) intended for considerable reduction of digital image data set to more easily treatable extent. The photos taken in high resolution (and corresponding data sets) contain coordinates of thousands of pixels, polygons, vertexes. Presented approach substitutes this polygon by the new one, where smaller number of vertexes is used. The task is solved by use of adapted least squares method. The presented algorithm enables reduction of number of vertexes to 5% of its original extent with acceptable accuracy $\pm$ one pixel (i.e. distance between the initial and the final polygon). The procedure can be used for processing of similar types of 2D images and acceleration of following computations. (English)
Keyword: digital image processing
Keyword: geometry of agricultural products
Keyword: bitmap representation
Keyword: least squares optimization
MSC: 65K10
MSC: 68U10
Date available: 2015-07-08T06:48:25Z
Last updated: 2015-07-08
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