A framework for modeling appearance change in image sequences

被引：31
|
作者：
Black, MJ [1 ]
Fleet, DJ [1 ]
Yacoob, Y [1 ]
机构：
[1] Xerox Corp, Palo Alto Res Ctr, Palo Alto, CA 94304 USA
来源：
SIXTH INTERNATIONAL CONFERENCE ON COMPUTER VISION | 1998年
关键词：
D O I：
10.1109/ICCV.1998.710788
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Image ''appearance" may change over time due to a variety of causes such as I) object or camera motion; 2) generic photometric events including variations in illumination (e.g. shadows) and specular reflections; and 3) "iconic changes" which are specific to the objects being viewed and include complex occlusion events and changes in the material properties of the objects. We propose a general framework for representing and recovering these "appearance changes" in an image sequence as a "mixture" of different causes. The approach generalizes previous work on optical flow to provide a richer description of image events and more reliable estimates of image motion.
引用
收藏
页码：660 / 667
页数：8
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