Prediction Of Gender From Facial Image Using Deep Learning Techniques: Gender Recognition - Softcover

Ramalakshmi, K; Jebaseeli, T Jemima; Venkatesan, R

 
9786202795425: Prediction Of Gender From Facial Image Using Deep Learning Techniques: Gender Recognition
Softcover
ISBN 10: 6202795425 ISBN 13: 9786202795425
Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

Gender recognition is a process of recognizing a person’s gender from their facial image using deep learning. The posed variation, illumination, and occlusion are some of the factors that affect in recognizing faces. These are reduced by increasing the accuracy of prediction. The network used for training the system is Convolutional Neural Network (CNN). For improving accuracy, the faces are detected and cropped from the image. Face detection is done using Open CV which detects the face by the frontal features of the face. This is done during training the network. The dataset used for training has cropped images.

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Über die Autorin bzw. den Autor

There are several challenges in gender recognition which makes face image analysis difficult such as pose, scaling, capturing factors like blurring, noise, and resolution. Even, age can make a difference in the classification accuracy. The adult face will give more efficient results than kids.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
6202795425
ISBN 13 
9786202795425
Einband
Taschenbuch
Anzahl der Seiten
52
Kontakt zum Hersteller
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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