Articles liés à Hand Gesture Recognition Using Computer Vision Techniques

Hand Gesture Recognition Using Computer Vision Techniques - Couverture souple

Muazzam, Hassam

 
9783659910579: Hand Gesture Recognition Using Computer Vision Techniques
Couverture souple
ISBN 10 : 3659910570 ISBN 13 : 9783659910579
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

An endeavor has been made with the help of computer vision techniques and the release of Microsoft Kinect camera. The task of segmentation has been implemented using RGB with depth information; to enhance it, YCbCr color scheme is used. Two level feature extraction algorithms are examined, Scale Invariant Feature Transform (SIFT) for RGB images and the Gradient kernel descriptor method for depth images. Finally, Support Vector Machine (SVM) and K- nearest neighbor (K-NN) are tested.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

An endeavor has been made with the help of computer vision techniques and the release of Microsoft Kinect camera. The task of segmentation has been implemented using RGB with depth information; to enhance it, YCbCr color scheme is used. Two level feature extraction algorithms are examined, Scale Invariant Feature Transform (SIFT) for RGB images and the Gradient kernel descriptor method for depth images. Finally, Support Vector Machine (SVM) and K- nearest neighbor (K-NN) are tested.

Biographie de l'auteur

Engr. Hassam Muazzam received his Bachelors in Electrical Engineering from University of the Punjab and Masters in Electrical Engineering from Government College University.He is currently working as a Lecturer in Department of Electrical Engineering,University of the Punjab,Lahore,Pakistan.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659910570
ISBN 13 
9783659910579
Reliure
Broché
Nombre de pages
64
Coordonnées du fabricant
non disponible
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