Hand Detection Based on Skin Color Segmentation and Classification of Image Local Features
Hand Detection Based on Skin Color Segmentation and Classification of Image Local Features
Author(s): Rasim Ahunzyanov, Alexandr TropchenkoSubject(s): Information Architecture, Electronic information storage and retrieval
Published by: UIKTEN - Association for Information Communication Technology Education and Science
Keywords: Hand Detection; Skin Detection; Hand Posture Recognition; Local Features; Artificial Neural Networks
Summary/Abstract: This paper presents a hand localization method. It built using adaptive skin tone segmentation and identification of image key points specific for a hand. Details about skin detector implementations provided. Application of different feature detectors and descriptors for hand detection is considered. Experimental results show the performance of a method, and demonstrate promising results for hand detection.
Journal: TEM Journal
- Issue Year: 2/2013
- Issue No: 2
- Page Range: 150-155
- Page Count: 6
- Language: English