DocumentCode :
2817339
Title :
Structural-context-preserving image abstraction by using space-filling curve based on minimum spanning tree
Author :
Koga, Takanori ; Suetake, Noriaki
Author_Institution :
Dept. of Comp. Sci. & Electron. Eng., Tokuyama Coll. of Technol., Shunan, Japan
fYear :
2011
fDate :
11-14 Sept. 2011
Firstpage :
1465
Lastpage :
1468
Abstract :
We propose a novel image abstraction method which generates a non-photographic painting-like image automatically from a photographic natural image while preserving its structural context, detailed structure, and so on. In the proposed method, concretely, one-dimensional vector ε-filter is applied to an input image along a space-filling curve. This space-filling curve is constructed by using a minimum spanning tree reflecting structural context of the input image. This novel image abstraction approach is completely different from conventional approaches. By using the proposed method, aggregation of texture details and enhancement of sharp edges are effectively realized while preserving structural contexts such as thin lines, sharp corners, and so on. The structural-context-preserving abstraction capability of the proposed method is verified by some experimental results and examples.
Keywords :
filtering theory; image enhancement; image texture; trees (mathematics); input image; minimum spanning tree; nonphotographic painting-like image; one-dimensional vector ε-filter; photographic natural image; sharp corners; sharp edge enhancement; space-filling curve; structural-context-preserving image abstraction; texture details; thin lines; Conferences; Context; Finite impulse response filter; Image edge detection; Smoothing methods; Vectors; Edge-Preserving Smoothing; Image Abstraction; Minimum Spanning Tree; Space-filling Curve; Vector ε-filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2011 18th IEEE International Conference on
Conference_Location :
Brussels
ISSN :
1522-4880
Print_ISBN :
978-1-4577-1304-0
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2011.6115719
Filename :
6115719
Link To Document :
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