Object Detection In Image Using Particle Swarm Optimization: Object Detection In Image Using Predator Prey Optimization - Softcover

Sharma, Ankit; Singh, Nirbhow Jap

 
9783847379225: Object Detection In Image Using Particle Swarm Optimization: Object Detection In Image Using Predator Prey Optimization
Softcover
ISBN 10: 3847379224 ISBN 13: 9783847379225
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

Cross-correlation and related techniques have dominated the Image processing field since the early fifties. Conventional template matching algorithm based on cross-correlation requires complex calculation and large time for object detection, which makes difficult to use them in real time applications. The shortcomings of this class of image matching methods have caused a slow-down in the development of operational automated correlation systems. In the proposed book particle swarm optimization & its variants based algorithm is used for detection of object in image. Implementation of this algorithm reduces the time required for object detection than conventional template matching algorithm. Algorithm can detect object in less number of iteration & hence less time & energy than the complexity of conventional template matching. This feature makes the method capable for real time implementation.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3847379224
ISBN 13 
9783847379225
Einband
Taschenbuch
Anzahl der Seiten
80
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Editions Muse
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland