Image detection under varying illumination and pose

被引:0
|
作者
Osadchy, M [1 ]
Keren, D [1 ]
机构
[1] Univ Haifa, Dept Comp Sci, IL-31905 Haifa, Israel
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper focuses on the defection of objects with Lambertian surface tinder both varying illumination and pose, Ve offer to apply a novel detection method that proceeds by modeling the different illuminations from a small number of images in the training set; this automatically voids the illumination effects, allowing fast illumination invariant detection, without having to create a large training set. It is demonstrated that the method "fits in" nicely with previous work about the modeling of the set of object appearances under varying illumination. In the experiments, an object was correctly detected tinder image plane rotations in a 45-degrees range, and a wide variety of different illuminations
引用
收藏
页码:668 / 673
页数:6
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