Small feature recognition of moving targets

Andre Sokolnikov

doi:10.1117/12.2016947

29 April 2013 Small feature recognition of moving targets

Andre Sokolnikov

Proceedings Volume 8748, Optical Pattern Recognition XXIV; 87480M (2013) https://doi.org/10.1117/12.2016947
Event: SPIE Defense, Security, and Sensing, 2013, Baltimore, Maryland, United States

Abstract

This paper presents an approach related to automated recognition of small features of movable targets including fast moving objects such as airplanes, etc. Small features recognition is a challenging problem in both fields: pattern recognition of particular configurations and of complexes comprising a number of configurations. Specific target details, although well characterized by their features are often arranged in an elaborated way which makes the recognition task very difficult and welcomes new ideas (approaches). On the other hand, the variety of small characters (features) is intrinsically linked to the technology development of the identified targets and is unavoidable. Due to the complexity of possible technological designs, the feature representation is one of the key issues in optical pattern recognition. A flexible hierarchical prediction modeling is proposed with application examples.

Citation Download Citation

Andre Sokolnikov "Small feature recognition of moving targets", Proc. SPIE 8748, Optical Pattern Recognition XXIV, 87480M (29 April 2013); https://doi.org/10.1117/12.2016947

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KEYWORDS

Target recognition

Automatic target recognition

Image processing

Optical pattern recognition

Pattern recognition

Stochastic processes

Visual process modeling

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