Interactive video cutout

被引:180
作者
Wang, J [1 ]
Bhat, P [1 ]
Colburn, RA [1 ]
Agrawala, M [1 ]
Cohen, MF [1 ]
机构
[1] Univ Washington, Seattle, WA 98195 USA
来源
ACM TRANSACTIONS ON GRAPHICS | 2005年 / 24卷 / 03期
关键词
interactive video processing; min-cut; graph-cut; mean-shift segmentation; alpha matting;
D O I
10.1145/1073204.1073233
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
We present an interactive system for efficiently extracting foreground objects from a video. We extend previous min-cut based image segmentation techniques to the domain of video with four new contributions. We provide a novel painting-based user interface that allows users to easily indicate the foreground object across space and time. We introduce a hierarchical mean-shift preprocess in order to minimize the number of nodes that min-cut must operate on. Within the min-cut we also define new local cost functions to augment the global costs defined in earlier work. Finally, we extend 2D alpha matting methods designed for images to work with 3D video volumes. We demonstrate that our matting approach preserves smoothness across both space and time. Our interactive video cutout system allows users to quickly extract foreground objects from video sequences for use in a variety of applications including compositing onto new backgrounds and NPR cartoon style rendering.
引用
收藏
页码:585 / 594
页数:10
相关论文
共 27 条
  • [1] Keyframe-based tracking for rotoscoping and animation
    Agarwala, A
    Hertzmann, A
    Salesin, DH
    Seitz, SM
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2004, 23 (03): : 584 - 591
  • [2] Interactive digital photomontage
    Agarwala, A
    Dontcheva, M
    Agrawala, M
    Drucker, S
    Colburn, A
    Curless, B
    Salesin, D
    Cohen, M
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2004, 23 (03): : 294 - 302
  • [3] [Anonymous], P SIGGRAPH, DOI DOI 10.1145/218380.218442
  • [4] Shape matching and object recognition using shape contexts
    Belongie, S
    Malik, J
    Puzicha, J
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (04) : 509 - 522
  • [5] BENNETT EP, 2003, P ACM MULT 2003, P177
  • [6] BLAKE A., 1998, Active Contours
  • [7] Fast approximate energy minimization via graph cuts
    Boykov, Y
    Veksler, O
    Zabih, R
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2001, 23 (11) : 1222 - 1239
  • [8] Chuang YY, 2001, PROC CVPR IEEE, P264
  • [9] Chuang YY, 2002, ACM T GRAPHIC, V21, P243, DOI 10.1145/566570.566572
  • [10] COLLOMOSSE JP, 2003, 200301 CSBU U BATH