Manga colorization

被引:223
作者
Qu, Yingge [1 ]
Wong, Tien-Tsin [1 ]
Heng, Pheng-Ann [1 ]
机构
[1] Chinese Univ Hong Kong, Hong Kong, Hong Kong, Peoples R China
来源
ACM TRANSACTIONS ON GRAPHICS | 2006年 / 25卷 / 03期
关键词
colorization; manga; segmentation;
D O I
10.1145/1141911.1142017
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper proposes a novel colorization technique that propagates color over regions exhibiting pattern-continuity as well as intensity-continuity. The proposed method works effectively on colorizing black-and-white manga which contains intensive amount of strokes, hatching, halftoning and screening. Such fine details and discontinuities in intensity introduce many difficulties to intensity-based colorization methods. Once the user scribbles on the drawing, a local, statistical based pattern feature obtained with Gabor wavelet filters is applied to measure the pattern-continuity. The boundary is then propagated by the level set method that monitors the pattern-continuity. Regions with open boundaries or multiple disjointed regions with similar patterns can be sensibly segmented by a single scribble. With the segmented regions, various colorization techniques can be applied to replace colors, colorize with stroke preservation, or even convert pattern to shading. Several results are shown to demonstrate the effectiveness and convenience of the proposed method.
引用
收藏
页码:1214 / 1220
页数:7
相关论文
共 21 条
  • [11] *NEURALTEK, 2003, BLACKM PHOT COL SOFT
  • [12] FRONTS PROPAGATING WITH CURVATURE-DEPENDENT SPEED - ALGORITHMS BASED ON HAMILTON-JACOBI FORMULATIONS
    OSHER, S
    SETHIAN, JA
    [J]. JOURNAL OF COMPUTATIONAL PHYSICS, 1988, 79 (01) : 12 - 49
  • [13] OSTROMOUKHOV V, 1995, P SIGGRAPH, P219
  • [14] Paragios N., 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision, P926, DOI 10.1109/ICCV.1999.790347
  • [15] Color transfer between images
    Reinhard, E
    Ashikhmin, N
    Gooch, B
    Shirley, P
    [J]. IEEE COMPUTER GRAPHICS AND APPLICATIONS, 2001, 21 (05) : 34 - 41
  • [16] SETHIAN J. A., 1999, LEVEL SET METHODS FA
  • [17] SILBERG J, 1998, PLEASANTVILLE POST P
  • [18] SYKORA D, 2004, P 3 INT S NONPH AN R, P121
  • [19] Varma M, 2003, PROC CVPR IEEE, P691
  • [20] Efficient Gabor filter design for texture segmentation
    Weldon, TP
    Higgins, WE
    Dunn, DF
    [J]. PATTERN RECOGNITION, 1996, 29 (12) : 2005 - 2015