Example-based style synthesis

Iddo Drori; Daniel Cohen-Or; Hezy Yeshurun

Example-based style synthesis

Iddo Drori^*, Daniel Cohen-Or, Hezy Yeshurun

^*Corresponding author for this work

School of Computer Science

Research output: Contribution to journal › Conference article › peer-review

Abstract

We introduce an example-based synthesis technique that extrapolates novel styles for a given input image. The technique is based on separating the style and content of image fragments. Given an image with a new style and content, it is first adaptively partitioned into fragments. Stitching together novel fragments produces a coherent image in a new style for a given content. The aggregate of synthesized fragments approximates a globally non-linear model with a set of locally linear models. We show the result of our method for various artistic, sketch, and texture filters and painterly styles applied to different image content classes.

Original language	English
Pages (from-to)	II/143-II/150
Journal	Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Volume	2
State	Published - 2003
Event	2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2003 - Madison, WI, United States Duration: 18 Jun 2003 → 20 Jun 2003

Cite this

@article{77a838a6cd0c466395ae23d52cf02a8e,

title = "Example-based style synthesis",

abstract = "We introduce an example-based synthesis technique that extrapolates novel styles for a given input image. The technique is based on separating the style and content of image fragments. Given an image with a new style and content, it is first adaptively partitioned into fragments. Stitching together novel fragments produces a coherent image in a new style for a given content. The aggregate of synthesized fragments approximates a globally non-linear model with a set of locally linear models. We show the result of our method for various artistic, sketch, and texture filters and painterly styles applied to different image content classes.",

author = "Iddo Drori and Daniel Cohen-Or and Hezy Yeshurun",

year = "2003",

language = "אנגלית",

volume = "2",

pages = "II/143--II/150",

journal = "Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition",

issn = "1063-6919",

publisher = "IEEE Computer Society",

note = "2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2003 ; Conference date: 18-06-2003 Through 20-06-2003",

}

TY - JOUR

T1 - Example-based style synthesis

AU - Drori, Iddo

AU - Cohen-Or, Daniel

AU - Yeshurun, Hezy

PY - 2003

Y1 - 2003

N2 - We introduce an example-based synthesis technique that extrapolates novel styles for a given input image. The technique is based on separating the style and content of image fragments. Given an image with a new style and content, it is first adaptively partitioned into fragments. Stitching together novel fragments produces a coherent image in a new style for a given content. The aggregate of synthesized fragments approximates a globally non-linear model with a set of locally linear models. We show the result of our method for various artistic, sketch, and texture filters and painterly styles applied to different image content classes.

AB - We introduce an example-based synthesis technique that extrapolates novel styles for a given input image. The technique is based on separating the style and content of image fragments. Given an image with a new style and content, it is first adaptively partitioned into fragments. Stitching together novel fragments produces a coherent image in a new style for a given content. The aggregate of synthesized fragments approximates a globally non-linear model with a set of locally linear models. We show the result of our method for various artistic, sketch, and texture filters and painterly styles applied to different image content classes.

UR - http://www.scopus.com/inward/record.url?scp=0042441958&partnerID=8YFLogxK

M3 - ???researchoutput.researchoutputtypes.contributiontojournal.conferencearticle???

AN - SCOPUS:0042441958

SN - 1063-6919

VL - 2

SP - II/143-II/150

JO - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

JF - Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

T2 - 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2003

Y2 - 18 June 2003 through 20 June 2003

ER -

Example-based style synthesis

Abstract

Other files and links

Fingerprint

Cite this