Abstract
We introduce a novel intelligent system which can generate new Chinese calligraphic artwork that meets certain aesthetic requirements automatically. In the machine learning phase, parametric representations of existent calligraphic artwork are derived from input images of calligraphy. Using a six-level hierarchical representation, the acquired knowledge is organized as a small structural stroke database, which is then exploited by a constraint-based analogous reasoning component to create artwork in new styles. A set of geometric constraints is proposed and incorporated into the system for rejecting the aesthetically unacceptable results. The combination of knowledge from various input sources creates a huge space for the intelligent system to explore and produce new calligraphy.
Original language | English (US) |
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Title of host publication | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-04) |
Subtitle of host publication | Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) |
Pages | 937-942 |
Number of pages | 6 |
State | Published - Dec 9 2004 |
Externally published | Yes |
Event | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-2004): Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) - San Jose, CA, United States Duration: Jul 25 2004 → Jul 29 2004 |
Other
Other | Proceedings - Nineteenth National Conference on Artificial Intelligence (AAAI-2004): Sixteenth Innovative Applications of Artificial Intelligence Conference (IAAI-2004) |
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Country/Territory | United States |
City | San Jose, CA |
Period | 7/25/04 → 7/29/04 |
All Science Journal Classification (ASJC) codes
- Software
- Artificial Intelligence