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