Facial Expression Recognition in Image Sequences Using Geometric Deformation Features and Support Vector Machines

Irene Kotsia; Ioannis Pitas

doi:10.1109/tip.2006.884954

Facial Expression Recognition in Image Sequences Using Geometric Deformation Features and Support Vector Machines

IEEE Transactions on Image Processing ◽

10.1109/tip.2006.884954 ◽

2007 ◽

Vol 16 (1) ◽

pp. 172-187 ◽

Cited By ~ 376

Author(s):

Irene Kotsia ◽

Ioannis Pitas

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Image Sequences ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines ◽

Geometric Deformation ◽

Deformation Features

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Real time facial expression recognition from image sequences using support vector machines

Visual Communications and Image Processing 2005 ◽

10.1117/12.631554 ◽

2005 ◽

Cited By ~ 6

Author(s):

I. Kotsia ◽

I. Pitas

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Real Time ◽

Facial Expression Recognition ◽

Image Sequences ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Geometric Feature-Based Facial Expression Recognition in Image Sequences Using Multi-Class AdaBoost and Support Vector Machines

Sensors ◽

10.3390/s130607714 ◽

2013 ◽

Vol 13 (6) ◽

pp. 7714-7734 ◽

Cited By ~ 118

Author(s):

Deepak Ghimire ◽

Joonwhoan Lee

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Image Sequences ◽

Geometric Feature ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines ◽

Feature Based

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Real time facial expression recognition from image sequences using support vector machines

IEEE International Conference on Image Processing 2005 ◽

10.1109/icip.2005.1530218 ◽

2005 ◽

Cited By ~ 11

Author(s):

I. Kotsia ◽

I. Pitas

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Real Time ◽

Facial Expression Recognition ◽

Image Sequences ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Automated facial expression recognition – an integrated approach with optical flow analysis and Support Vector Machines

International Journal of Intelligent Systems Technologies and Applications ◽

10.1504/ijista.2009.027112 ◽

2009 ◽

Vol 7 (3) ◽

pp. 316 ◽

Cited By ~ 2

Author(s):

Nanda Surendran ◽

Shane Xie

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Optical Flow ◽

Facial Expression Recognition ◽

Flow Analysis ◽

Integrated Approach ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Facial Expression Recognition via Fuzzy Support Vector Machines

Advances in Intelligent and Soft Computing - Advances in Computer Science and Information Engineering ◽

10.1007/978-3-642-30126-1_78 ◽

2012 ◽

pp. 495-500 ◽

Cited By ~ 2

Author(s):

Xiaoming Zhao ◽

Shiqing Zhang

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines ◽

Fuzzy Support Vector Machines

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A facial expression recognition model using hybrid feature selection and support vector machines

International Journal of Information and Computer Security ◽

10.1504/ijics.2021.112209 ◽

2021 ◽

Vol 14 (1) ◽

pp. 79

Author(s):

Yenumaladoddi Jayasimha ◽

R. Venkata Siva Reddy

Keyword(s):

Feature Selection ◽

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Support Vector ◽

Expression Recognition ◽

Recognition Model ◽

Vector Machines

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Facial expression recognition with robust covariance estimation and Support Vector Machines

2012 IEEE International Workshop on Machine Learning for Signal Processing ◽

10.1109/mlsp.2012.6349762 ◽

2012 ◽

Author(s):

N. Vretos ◽

A. Tefas ◽

I. Pitas

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Covariance Estimation ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Geometrical Approaches for Facial Expression Recognition Using Support Vector Machines

2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) ◽

10.1109/sibgrapi.2016.055 ◽

2016 ◽

Cited By ~ 6

Author(s):

Jovan de Andrade Fernandes Junior ◽

Leonardo Nogueira Matos ◽

Maria Gessica dos Santos Aragao

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Facial Expression Recognition ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Facial Expression Recognition Using Multi-deep Convolutional Neural Network Encoders with Support Vector Machines

International Journal of Machine Learning and Computing ◽

10.18178/ijmlc.2021.11.5.1059 ◽

2021 ◽

Vol 11 (5) ◽

pp. 345-349 ◽

Cited By ~ 1

Author(s):

Tran Ngoc Dong ◽

◽

Le Van ◽

Pham The Bao

Keyword(s):

Neural Network ◽

Support Vector Machines ◽

Facial Expression ◽

Convolutional Neural Network ◽

Facial Expression Recognition ◽

Deep Convolutional Neural Network ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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Facial expression recognition system based on a face statistical model and Support Vector Machines

2016 IEEE 11th International Symposium on Applied Computational Intelligence and Informatics (SACI) ◽

10.1109/saci.2016.7507341 ◽

2016 ◽

Author(s):

Emil-Ioan Voisan ◽

Radu-Emil Precup ◽

Florin Dragan

Keyword(s):

Support Vector Machines ◽

Facial Expression ◽

Statistical Model ◽

Facial Expression Recognition ◽

Recognition System ◽

Support Vector ◽

Expression Recognition ◽

Vector Machines

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