scholarly journals Real-Time Hand Posture Recognition for Human-Robot Interaction Tasks

Sensors ◽  
2016 ◽  
Vol 16 (1) ◽  
pp. 36 ◽  
Author(s):  
Uriel Hernandez-Belmonte ◽  
Victor Ayala-Ramirez
Keyword(s):  
Real Time ◽  
Human Robot Interaction ◽  
Hand Posture ◽  
Robot Interaction ◽  
Hand Posture Recognition ◽  
Posture Recognition

scholarly journals Approach to hand posture recognition based on hand shape features for human–robot interaction

2021 ◽  
Author(s):  
Jing Qi ◽  
Kun Xu ◽  
Xilun Ding
Keyword(s):  
Gaussian Mixture ◽  
Human Robot Interaction ◽  
Polar Coordinates ◽  
Support Vector ◽  
Hand Posture ◽  
Data Set ◽  
Hand Shape ◽  
Hand Posture Recognition ◽  
Hand Segmentation ◽  
Posture Recognition

AbstractHand segmentation is the initial step for hand posture recognition. To reduce the effect of variable illumination in hand segmentation step, a new CbCr-I component Gaussian mixture model (GMM) is proposed to detect the skin region. The hand region is selected as a region of interest from the image using the skin detection technique based on the presented CbCr-I component GMM and a new adaptive threshold. A new hand shape distribution feature described in polar coordinates is proposed to extract hand contour features to solve the false recognition problem in some shape-based methods and effectively recognize the hand posture in cases when different hand postures have the same number of outstretched fingers. A multiclass support vector machine classifier is utilized to recognize the hand posture. Experiments were carried out on our data set to verify the feasibility of the proposed method. The results showed the effectiveness of the proposed approach compared with other methods.

scholarly journals In-Air Gesture Interaction: Real Time Hand Posture Recognition Using Passive RFID Tags

IEEE Access ◽  
2019 ◽  
Vol 7 ◽  
pp. 94460-94472 ◽  
Author(s):  
Kang Cheng ◽  
Ning Ye ◽  
Reza Malekian ◽  
Ruchuan Wang
Keyword(s):  
Real Time ◽  
Rfid Tags ◽  
Hand Posture ◽  
Gesture Interaction ◽  
Hand Posture Recognition ◽  
Posture Recognition ◽  
Passive Rfid

Real-time hand posture recognition using range data

2008 ◽  
Vol 26 (7) ◽  
pp. 1027-1037 ◽  
Author(s):  
S. Malassiotis ◽  
M.G. Strintzis
Keyword(s):  
Real Time ◽  
Range Data ◽  
Hand Posture ◽  
Hand Posture Recognition ◽  
Posture Recognition

scholarly journals A convolutional neural network with feature fusion for real-time hand posture recognition

2018 ◽  
Vol 73 ◽  
pp. 748-766 ◽  
Author(s):  
Sérgio F. Chevtchenko ◽  
Rafaella F. Vale ◽  
Valmir Macario ◽  
Filipe R. Cordeiro
Keyword(s):  
Neural Network ◽  
Convolutional Neural Network ◽  
Real Time ◽  
Feature Fusion ◽  
Hand Posture ◽  
Hand Posture Recognition ◽  
Posture Recognition
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