Fish Classification: Fish Classification Using Memetic Algorithms with Back Propagation Classifier - Softcover

Alsmadi, Mutasem; Omar, Khairuddin; Almarashdeh, Ibrahim

 
9783848421671: Fish Classification: Fish Classification Using Memetic Algorithms with Back Propagation Classifier
Softcover
ISBN 10: 3848421674 ISBN 13: 9783848421671
Verlag: LAP LAMBERT Academic Publishing, 2012

Inhaltsangabe

This work presents a novel fish classification methodology based on a robust feature selection technique. Unlike existing works for fish classification, which propose feature descriptors and do not analyze their individual impacts in the whole classification task. A problem with classification of fish species is still vital facets due to: arbitrary fish size and orientation; feature variability; environmental changes; poor image quality; segmentation failures; imaging conditions; physical shaping; distortion; noise; overlap, and occlusion of objects in digital images. In addition, the problem in fish classification is to find meaningful features based on the image segmentation and features extraction, and an efficient classifier that produces a better fish images classification accuracy rate. Thus, this research aims to design and develop a novel fish classifier based on an appropriate feature set obtained from image segmentation and features extraction methods, to classify the given fish output into its cluster (poison and non-poison fish), therefore; classifying the clustered poison and non-poison fish into its family.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2012
Sprache
Englisch
ISBN 10 
3848421674
ISBN 13 
9783848421671
Einband
Taschenbuch
Anzahl der Seiten
180
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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