Face and Hand Gesture Recognition using Principle Component Analysis and kNN Classifier

Adita KNimbalkar; R. R. Karhe; C. S. Patil

doi:10.5120/17394-7944

Face and Hand Gesture Recognition using Principle Component Analysis and kNN Classifier

International Journal of Computer Applications ◽

10.5120/17394-7944 ◽

2014 ◽

Vol 99 (8) ◽

pp. 26-28

Author(s):

Adita KNimbalkar ◽

R. R. Karhe ◽

C. S. Patil

Keyword(s):

Gesture Recognition ◽

Principle Component Analysis ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Principle Component ◽

Knn Classifier

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Principle Component Analysis Based Hand Gesture Recognition for Android Phone Using Area Features

2017 2nd International Conference on Multimedia and Image Processing (ICMIP) ◽

10.1109/icmip.2017.36 ◽

2017 ◽

Cited By ~ 2

Author(s):

Yu Qiao ◽

Zhiquan Feng ◽

Xiaoyan Zhou ◽

Xiaohui Yang

Keyword(s):

Gesture Recognition ◽

Principle Component Analysis ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Principle Component

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Hand gesture recognition using morphological principal component analysis and an improved CombNET-II

IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028) ◽

10.1109/icsmc.1999.812376 ◽

2003 ◽

Cited By ~ 2

Author(s):

M.V. Lamar ◽

Md.S. Bhuiyan ◽

A. Iwata

Keyword(s):

Principal Component Analysis ◽

Gesture Recognition ◽

Principal Component ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Hand Gesture

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Shape Based Continuous Real Time Hand Gesture Recognition System of American Sign Language Using KNN Classifier

SSRN Electronic Journal ◽

10.2139/ssrn.3356218 ◽

2019 ◽

Author(s):

Shivashankara S ◽

Srinath S

Keyword(s):

American Sign Language ◽

Real Time ◽

Sign Language ◽

Gesture Recognition ◽

Recognition System ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

American Sign ◽

Knn Classifier

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Static vision based Hand Gesture recognition using principal component analysis

2015 IEEE 3rd International Conference on MOOCs, Innovation and Technology in Education (MITE) ◽

10.1109/mite.2015.7375353 ◽

2015 ◽

Cited By ~ 11

Author(s):

Mandeep Kaur Ahuja ◽

Amardeep Singh

Keyword(s):

Principal Component Analysis ◽

Gesture Recognition ◽

Principal Component ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Hand Gesture

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Hand Gesture recognition and classification by Discriminant and Principal Component Analysis using Machine Learning techniques

INTERNATIONAL JOURNAL OF ADVANCED RESEARCH IN ARTIFICIAL INTELLIGENCE ◽

10.14569/ijarai.2012.010908 ◽

2012 ◽

Vol 1 (9) ◽

Author(s):

Sauvik Das ◽

Souvik Kundu ◽

Rick Pandey ◽

Rahul Ghosh ◽

Rajesh Bag ◽

...

Keyword(s):

Machine Learning ◽

Principal Component Analysis ◽

Gesture Recognition ◽

Principal Component ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Machine Learning Techniques ◽

Hand Gesture ◽

Learning Techniques

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Static Hand Gesture Recognition Using Principal Component Analysis Combined with Artificial Neural Network

Journal of Automation and Control Engineering ◽

10.12720/joace.3.1.40-45 ◽

2015 ◽

pp. 40-45 ◽

Cited By ~ 5

Author(s):

Trong-Nguyen Nguyen ◽

Huu-Hung Huynh ◽

Jean Meunier

Keyword(s):

Neural Network ◽

Principal Component Analysis ◽

Artificial Neural Network ◽

Gesture Recognition ◽

Principal Component ◽

Component Analysis ◽

Hand Gesture Recognition ◽

Hand Gesture ◽

Artificial Neural

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Vision-based Hand Gesture Interaction Using Particle Filter, Principle Component Analysis and Transition Network

Journal of Information and Computational Science ◽

10.12733/jics20102890 ◽

2014 ◽

Vol 11 (4) ◽

pp. 1037-1045 ◽

Cited By ~ 1

Author(s):

Zijian Wang

Keyword(s):

Particle Filter ◽

Principle Component Analysis ◽

Component Analysis ◽

Hand Gesture ◽

Gesture Interaction ◽

Principle Component ◽

Transition Network ◽

Hand Gesture Interaction

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Face and hand gesture recognition algorithm based on wavelet transforms and principal component analysis

2012 7th International Forum on Strategic Technology (IFOST) ◽

10.1109/ifost.2012.6357626 ◽

2012 ◽

Cited By ~ 6

Author(s):

T. T. T. Bui ◽

N. H. Phan ◽

V. G. Spitsyn

Keyword(s):

Principal Component Analysis ◽

Gesture Recognition ◽

Wavelet Transforms ◽

Principal Component ◽

Component Analysis ◽

Recognition Algorithm ◽

Hand Gesture Recognition ◽

Hand Gesture

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Recognition of an Emotion using Principle Component Analysis of Hand Gesture of a Human

International Journal for Research in Applied Science and Engineering Technology ◽

10.22214/ijraset.2018.3551 ◽

2018 ◽

Vol 6 (3) ◽

pp. 2403-2412

Author(s):

Mukesh T. Patel

Keyword(s):

Principle Component Analysis ◽

Component Analysis ◽

Hand Gesture ◽

Principle Component

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Left and right hand gesture classification using scatter diagram and Principle Component Analysis

2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences ◽

10.1109/iecbes.2012.6498182 ◽

2012 ◽

Cited By ~ 1

Author(s):

Kim Mey Chew ◽

Ching Yee Yong ◽

Rubita Sudirman ◽

Nasrul Humaimi Mahmood

Keyword(s):

Principle Component Analysis ◽

Component Analysis ◽

Hand Gesture ◽

Scatter Diagram ◽

Principle Component ◽

Right Hand ◽

Gesture Classification ◽

Left And Right

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