DETECTION OF OBJECTS ON THE IMAGE USING A SLIDING WINDOW MODE

被引:20
作者
GLUMOV, NI
KOLOMIYETZ, EI
SERGEYEV, VV
机构
[1] The authors are in the Image Processing Systems Institute, the Russian Academy of Sciences, Samara, 443001
关键词
IMAGE PROCESSING; SLIDING WINDOW MODE; OBJECT DETECTION; PARALLEL-RECURSIVE FILTERS; DISCRIMINANT FUNCTIONS;
D O I
10.1016/0030-3992(95)93752-D
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A procedure is proposed for processing images and detecting objects using a sliding window mode and allowing for an effective realization in terms of the computational complexity and the quality of detection. The main stages of data transformation are reported: preliminary image processing, recursive calculation of local features, the generation of the field of values for the discriminant function and object localization. The algorithm of the parametric set-up is developed and realized in the form of the learning of a linear classifier. An example is presented that shows the efficiency of the developed detection procedure.
引用
收藏
页码:241 / 249
页数:9
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