[IPOL announce] new article: A Brief Analysis of the Generic Framework for the Structured Abstraction of Images
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Tue May 14 11:54:13 CEST 2024
A new article is available in IPOL: https://www.ipol.im/pub/art/2024/495/
Noura Faraj, Lucía Bouza, and Julie Delon,
A Brief Analysis of the Generic Framework for the Structured Abstraction
of Images,
Image Processing On Line, 14 (2024), pp. 116–126.
https://doi.org/10.5201/ipol.2024.495
Abstract
In this study, we present a simplified implementation of a versatile
framework for structured image abstraction, as outlined in [Faraj et
al., A Generic Framework for the Structured Abstraction of Images,
International Symposium on Non-Photorealistic Animation and Rendering,
2017]. The framework relies on the topographic map, a hierarchical and
geometric representation composed of all shapes of an image, organized
in a tree structure. Within this framework, abstract renderings of
digital photographs can be generated by iteratively applying simple
local operations like replacement, removal, or rotation of shapes. These
operations give rise to a diverse spectrum of renderings, spanning from
geometrical abstraction and painting-like effects to style transfer. We
perform a brief analysis of the results produced by the method,
highlighting its quality and limitations.
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