Low-poly image stylization

Thitiwudh Uasmith, Tantikorn Pukkaman, Sripian Peeraya

Research output: Contribution to journalArticle

Abstract

A low-poly image is a minimalist style of art that is currently widely used. It is an image derived from low-polygon 3D objects with an idea of image non-photorealistic abstraction. The trend of using low-poly images has accelerated rapidly since the introduction of vector images. Because low-poly images are based on vectors, the images are compact, scalable, editable, and easy to animate. Although semi-automatic low-poly image conversion tools exist, the resulting graphic generated from the tool does not resemble the original image in terms of its global structure. This paper presents an application that automatically creates a low-poly image that preserves global details, such as edges. Given a raster image, our algorithm automatically computes the polygons that best approximate the image. Our proposed algorithm is mainly based on K-means segmentation, contour extraction, the Ramer-Douglas-Peucker simplification, and the Delaunay triangulation. The output image is in a vector file format that can be easily further manipulated. For evaluation purposes, we distributed questionnaires to 30 participants that were comprised of 30 low-poly image sets; each set contained a low-poly image generated using our method and one generated using another method. From the experiment, we found that the majority of participants preferred the low-poly images generated using our method.

Original languageEnglish
Pages (from-to)131-139
Number of pages9
JournalJournal for Geometry and Graphics
Volume21
Issue number1
Publication statusPublished - 2017 Jan 1
Externally publishedYes

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Keywords

  • Image abstraction
  • Image triangulation
  • Image vectorization
  • Low-poly image

ASJC Scopus subject areas

  • Applied Psychology
  • Geometry and Topology
  • Applied Mathematics

Cite this

Uasmith, T., Pukkaman, T., & Peeraya, S. (2017). Low-poly image stylization. Journal for Geometry and Graphics, 21(1), 131-139.