Stylized multiresolution image representation

被引:6
作者
Grundland, Mark [1 ]
Gibbs, Chris [1 ]
Dodgson, Neil A. [1 ]
机构
[1] Univ Cambridge, Comp Lab, Cambridge CB3 0FD, England
关键词
D O I
10.1117/1.2898894
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We integrate stylized rendering with an efficient multiresolution image representation, enabling a user to control how compression affects the aesthetic appearance of an image. We adopt a point-based rendering approach to progressive image transmission and compression. We use a novel, adaptive farthest point sampling algorithm to represent the image at progressive levels of detail, balancing global coverage with local precision. A progressively generated discrete Voronoi diagram forms the common foundation for our sampling and rendering framework. This framework allows us to extend traditional photorealistic methods of image reconstruction by scattered data interpolation to encompass nonphotorealistic rendering. It supports a wide variety of artistic rendering styles based on geometric subdivision or parametric procedural textures. Genetic programming enables the user to create original rendering styles through interactive evolution by aesthetic selection. We compare our results with conventional compression, and we discuss the implications of using nonphotorealistic representations for highly compressed imagery. (c) 2008 SPIE and IS&T.
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收藏
页数:17
相关论文
共 70 条
  • [1] IMAGE REPRESENTATION USING VORONOI TESSELLATION
    AHUJA, N
    AN, B
    SCHACHTER, B
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1985, 29 (03): : 286 - 295
  • [2] Scattered data interpolation methods for electronic imaging systems: a survey
    Amidror, I
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2002, 11 (02) : 157 - 176
  • [3] [Anonymous], 1991, ACM Computing Surveys
  • [4] [Anonymous], SEEING PIXELS PICTUR
  • [5] Reconstructing 2D images with natural neighbour interpolation
    Anton, F
    Mioc, D
    Fournier, A
    [J]. VISUAL COMPUTER, 2001, 17 (03) : 134 - 146
  • [6] Fast texture transfer
    Ashikhmin, M
    [J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2003, 23 (04) : 38 - 43
  • [7] BAKER E, 1994, GRAPH INTER, P91
  • [8] BARNSLEY MF, 1988, P SIGGRAPH 88, P131
  • [9] BENTLEY P, 1999, EVOLUTIONARY DESIGN
  • [10] CADIK M, 2004, DCPSR200406