Modular Independent Component Analysis Approach for Face Recognition - Softcover

Karande, Kailash; Talbar, Sanjay

Softcover

ISBN 10: 6202528249 ISBN 13: 9786202528245

Verlag: LAP LAMBERT Academic Publishing, 2020

Inhaltsangabe

In the traditional ICA method the entire face image is considered for holistic approach of face recognition, hence large variation in pose or illumination will affect the recognition rate profoundly. In this approach dividing the face image in sub-images, independent components are obtained on these sub-images and used for face recognition. Here we have explored modular ICA approach with partition of facial images as well as with local facial components such as eyes, nose and mouth. The face recognition task affects due to presence of noise in facial images. We have experimented ICA algorithms for reduction of noise from facial images so as to reduce noise effect. The research work presented in this book and methods proposed for face recognition are unique and definitely will provide new way of analyzing facial features. This will be a good contribution for research in biometrics and image processing field.

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Über die Autorin bzw. den Autor

Karande Kailash Jagannath has completed his PhD in Electronics and Telecommunication from SRTM University, Nanded, India. He has total 100+ Publications in International and National Journals and Conferences. He has 5 books in his credit with International publications like Springer.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 6202528249
• ISBN 13: 9786202528245
• Einband: Taschenbuch
• Anzahl der Seiten: 112
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Alphascript Publishing; customerservice@vdm-vsg.de; ; Brivibas gatve 197; Riga; 1039; Lettland