Transferring Characteristic Proportions to Modify the Artistic Style of Cartoons
Författare
Summary, in Swedish
Abstract in Undetermined
This paper presents a new automatic algorithm for extracting properties of an individual artist’s style and applying those properties to other drawings. The algorithm can be used to ensure consistent artistic style across a project by automatically transferring a selected style to hand drawn images. We present an algorithm that uses multiple stages; subdivision of an image into selected geons, extraction of corresponding datasets from additional images, analysis and characterisation of the artist’s style and finally transferring the artist’s style to target images. When transferring the artist’s style we use a complexity sensitive scaling algorithm to avoid artefacts. We apply this algorithm to line drawn cartoons and demonstrate that artistic style can be transferred between cartoon objects. Our results show that analysis of object proportions can be used practically to ensure consistency for objects with the same Geon structure but drawn by different artists.
This paper presents a new automatic algorithm for extracting properties of an individual artist’s style and applying those properties to other drawings. The algorithm can be used to ensure consistent artistic style across a project by automatically transferring a selected style to hand drawn images. We present an algorithm that uses multiple stages; subdivision of an image into selected geons, extraction of corresponding datasets from additional images, analysis and characterisation of the artist’s style and finally transferring the artist’s style to target images. When transferring the artist’s style we use a complexity sensitive scaling algorithm to avoid artefacts. We apply this algorithm to line drawn cartoons and demonstrate that artistic style can be transferred between cartoon objects. Our results show that analysis of object proportions can be used practically to ensure consistency for objects with the same Geon structure but drawn by different artists.
Avdelning/ar
Publiceringsår
2012
Språk
Engelska
Länkar
Dokumenttyp
Konferensbidrag
Ämne
- Computer Science
Conference name
Computer Graphics International, 2012
Conference date
2012-06-12 - 2012-06-15
Conference place
Bournemouth, United Kingdom
Status
Unpublished
Forskningsgrupp
- Computer Graphics