Identification of stable description elements using an active sensor

A two-phase method for the pattern-driven recognition of objects in images is presented, implemented, and tested numerically. The method is based on the use of an active sensor. Possibilities for development are envisaged. This approach was shown to have advantages in solving the object-background s...

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Bibliographic Details
Published inPattern recognition and image analysis Vol. 19; no. 1; pp. 129 - 136
Main Authors Mednikov, D. I., Milovidov, A., Sergunin, S. Yu, Kumskov, M. I.
Format Journal Article
LanguageEnglish
Published Dordrecht SP MAIK Nauka/Interperiodica 01.03.2009
Springer Nature B.V
Subjects
Applied Problems
Cluster analysis
Computer Science
Image Processing and Computer Vision
Markov analysis
Pattern Recognition
Sensors
Studies
Image Pyramid
Active Sensor
Singular Point
Object Pattern
Candidate Pattern
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Summary:A two-phase method for the pattern-driven recognition of objects in images is presented, implemented, and tested numerically. The method is based on the use of an active sensor. Possibilities for development are envisaged. This approach was shown to have advantages in solving the object-background separation problem and a high recognition rate was achieved with slow learning.
Bibliography:ObjectType-Article-2
SourceType-Scholarly Journals-1
ObjectType-Feature-1
content type line 23
ISSN:1054-6618
1555-6212
DOI:10.1134/S1054661809010234