DocumentCode :
3579828
Title :
Case-Based Design: From Image to Pattern
Author :
Wenjing Qi ; Yongli Zhou
Author_Institution :
Sch. of Comput. Sci. & Technol., Shandong Jianzhu Univ., Jinan, China
Volume :
1
fYear :
2014
Firstpage :
249
Lastpage :
252
Abstract :
A case-based pattern design method is proposed to translate an image into a pattern of certain style. The method has two phases. Pattern style and knowledge are learned in case-learning phase, case mapping database and rule database are results of this phase and will serve as memory unit and logical unit respectively. In design phase, user designates the objects in an input image, visual features of object are used to retrieve memory, and the matched case is reused and revised according to knowledge in logical unit. Newly generated pattern will be retained as a new case. Our method avoids the difficulty of extracting pattern designing knowledge, helps improving the aesthetic design ability of computer, and also provides an effective way to reuse valuable artistic patterns.
Keywords :
feature extraction; learning (artificial intelligence); aesthetic design ability; case mapping database; case-based pattern design method; case-learning phase; knowledge design; pattern extraction; rule database; Cognition; Computers; Databases; Design automation; Feature extraction; Fractals; Training; case learing; case-based design; image; pattern; style;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence and Design (ISCID), 2014 Seventh International Symposium on
Print_ISBN :
978-1-4799-7004-9
Type :
conf
DOI :
10.1109/ISCID.2014.121
Filename :
7064184
Link To Document :
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