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Principle component analysis for the classification of fingers movement data using dataglove "glovemap"
(International Association for Engineeering and Management Education, 2013-03)
Nowadays, many classifier methods have been used to classify or categorizehuman
body motions of human posture including the classification of fingers movement. Principal
Component Analysis (PCA) is one of classical method ...
Classification of finger grasping by using PCA based on best matching unit (BMU) approach
(International Association for Engineering and Management Education (IAEME), 2013)
In this paper we proposed to analyze in depth the thumb, index and middle fingers on the fingertips bending or grasping movement against an objects. The finger movement data are measured using a low cost DataGlove “GloveMAP” ...