2011年12月8日 星期四

Project Proposal-3


CBIR System for Computer Art

Motivation:
In class, we saw examples of CBIR systems for finding paintings.
With a painting as a query, the system returns similar matches to the query.
However, these systems mainly focus on Impressionism or Classical paintings.

With the advent of computers, a new art form coined "Computer Art" as emerged.
Artist use code, instead of brushes and paint to make creations.
By writing code with visualization-friendly programming languages such as Processing ,
Artist create beautiful digital images and animations.
We would like to create a CBIR systems for Computer Art.

Building such a system would create a more direct approach for users to find/access Computer Art.






Implementation
A Computer Art CBIR system differs from a Classical-painting CBIR system in many aspects, which would lead to different methods for feature extraction.
  • Computer art is mostly contains repetitive patterns, since it is generated from code.
  • The texture of Computer art is different from the brush strokes of classical painting.
  • Computer art contains geometric shapes, which would be useful for shape detection.
  • etc.
With through exploration of computer art images/animations, we will discuss and think of creative ways to extract features.

Related Work:

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