Detail publikace

Evolutionary Design of Local Binary Pattern Feature Shapes for Object Detection

Originální název

Evolutionary Design of Local Binary Pattern Feature Shapes for Object Detection

Anglický název

Evolutionary Design of Local Binary Pattern Feature Shapes for Object Detection

Jazyk

en

Originální abstrakt

This paper deals with the evolutionary design of application specific feature shapes of Local Binary Pattern (LBP) features for object detection in image processing applications. LBP features are very often utilized in image classification systems which are used for pattern recognition. By using genetic algorithm the application of specific weak classifiers' feature shapes, which are highly optimized to achieve a better accuracy of the AdaBoost strong classifier, are being evolved.

Anglický abstrakt

This paper deals with the evolutionary design of application specific feature shapes of Local Binary Pattern (LBP) features for object detection in image processing applications. LBP features are very often utilized in image classification systems which are used for pattern recognition. By using genetic algorithm the application of specific weak classifiers' feature shapes, which are highly optimized to achieve a better accuracy of the AdaBoost strong classifier, are being evolved.

BibTex


@inproceedings{BUT91499,
  author="Filip {Kadlček} and Otto {Fučík}",
  title="Evolutionary Design of Local Binary Pattern Feature Shapes for Object Detection",
  annote="This paper deals with the evolutionary design of application specific feature
shapes of Local Binary Pattern (LBP) features for object detection in image
processing applications. LBP features are very often utilized in image
classification systems which are used for pattern recognition. By using genetic
algorithm the application of specific weak classifiers' feature shapes, which are
highly optimized to achieve a better accuracy of the AdaBoost strong classifier,
are being evolved.",
  address="IEEE Computer Society",
  booktitle="2012 NASA/ESA Adaptive Hardware and Systems (AHS-2012) Conference",
  chapter="91499",
  edition="CFP1263A-USB",
  howpublished="online",
  institution="IEEE Computer Society",
  year="2012",
  month="june",
  pages="1--8",
  publisher="IEEE Computer Society",
  type="conference paper"
}