Efficient smile detection by Extreme Learning Machine

[1]  Peter L. Bartlett,et al.  The Sample Complexity of Pattern Classification with Neural Networks: The Size of the Weights is More Important than the Size of the Network , 1998, IEEE Trans. Inf. Theory.

[2]  Mika Laiho,et al.  Towards Understanding the Formation of Uniform Local Binary Patterns , 2013 .

[3]  Matti Pietikäinen,et al.  Dynamic Texture Recognition Using Local Binary Patterns with an Application to Facial Expressions , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[4]  Maja Pantic,et al.  Automatic Analysis of Facial Expressions: The State of the Art , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[5]  Bir Bhanu,et al.  Dynamic Bayesian Network for Unconstrained Face Recognition in Surveillance Camera Networks , 2013, IEEE Journal on Emerging and Selected Topics in Circuits and Systems.

[6]  Piero Fariselli,et al.  BETAWARE: a machine-learning tool to detect and predict transmembrane beta-barrel proteins in prokaryotes , 2013, Bioinform..

[7]  Caifeng Shan,et al.  Smile detection by boosting pixel differences , 2012, IEEE Transactions on Image Processing.

[8]  Oscar Déniz-Suárez,et al.  Face recognition using Histograms of Oriented Gradients , 2011, Pattern Recognit. Lett..

[9]  P. Ekman,et al.  Facial action coding system: a technique for the measurement of facial movement , 1978 .

[10]  B. K. Julsing,et al.  Face Recognition with Local Binary Patterns , 2012 .

[11]  Sergio Escalera,et al.  Multi-modal laughter recognition in video conversations , 2009, 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[12]  Wen Gao,et al.  The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations , 2008, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[13]  Guang-Bin Huang,et al.  Extreme learning machine: a new learning scheme of feedforward neural networks , 2004, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541).

[14]  Rogério Schmidt Feris,et al.  Manifold Based Analysis of Facial Expression , 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

[15]  Maja Pantic Automatic Analysis of Facial Expressions , 2014, 2014 9th ACM/IEEE International Conference on Human-Robot Interaction (HRI).

[16]  Guang-Bin Huang,et al.  Convex incremental extreme learning machine , 2007, Neurocomputing.

[17]  G LoweDavid,et al.  Distinctive Image Features from Scale-Invariant Keypoints , 2004 .

[18]  J. Russell,et al.  The psychology of facial expression: Studies in Emotion and Social Interaction , 1997 .

[19]  Q. M. Jonathan Wu,et al.  Incremental Learning in Human Action Recognition Based on Snippets , 2012, IEEE Transactions on Circuits and Systems for Video Technology.

[20]  Kwontaeg Choi,et al.  Incremental face recognition for large-scale social network services , 2012, Pattern Recognit..

[21]  Bir Bhanu,et al.  Image super-resolution by extreme learning machine , 2012, 2012 19th IEEE International Conference on Image Processing.

[22]  Ninad Thakoor,et al.  Facial emotion recognition with expression energy , 2012, ICMI '12.

[23]  Gwen Littlewort,et al.  Toward Practical Smile Detection , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[24]  Erkki Oja,et al.  GPU-accelerated and parallelized ELM ensembles for large-scale regression , 2011, Neurocomputing.

[25]  Bir Bhanu,et al.  Understanding Discrete Facial Expressions in Video Using an Emotion Avatar Image , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[26]  Hongming Zhou,et al.  Extreme Learning Machine for Regression and Multiclass Classification , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[27]  Takeo Kanade,et al.  The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

[28]  Nobuyuki Otsu,et al.  Facial expression recognition using Fisher weight maps , 2004, Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Proceedings..

[29]  J. Russell,et al.  The psychology of facial expression: Frontmatter , 1997 .

[30]  Gwen Littlewort,et al.  Fully Automatic Facial Action Recognition in Spontaneous Behavior , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).

[31]  C. Thomaz,et al.  A new ranking method for principal components analysis and its application to face image analysis , 2010, Image Vis. Comput..

[32]  B. Ripley,et al.  Robust Statistics , 2018, Encyclopedia of Mathematical Geosciences.

[33]  Marian Stewart Bartlett,et al.  Facial expression recognition using Gabor motion energy filters , 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops.

[34]  Maja Pantic,et al.  Facial Action Unit Detection using Probabilistic Actively Learned Support Vector Machines on Tracked Facial Point Data , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops.

[35]  Akinori Ito,et al.  Smile and laughter recognition using speech processing and face recognition from conversation video , 2005, 2005 International Conference on Cyberworlds (CW'05).

[36]  Antonio Torralba,et al.  SIFT Flow: Dense Correspondence across Scenes and Its Applications , 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[37]  김용수,et al.  Extreme Learning Machine 기반 퍼지 패턴 분류기 설계 , 2015 .

[38]  Paul A. Viola,et al.  Robust Real-Time Face Detection , 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

[39]  R. H. Myers Classical and modern regression with applications , 1986 .

[40]  Ioannis Pitas,et al.  Facial Expression Recognition in Image Sequences Using Geometric Deformation Features and Support Vector Machines , 2007, IEEE Transactions on Image Processing.

[41]  Bill Triggs,et al.  Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

[42]  Ville Ojansivu,et al.  Blur Insensitive Texture Classification Using Local Phase Quantization , 2008, ICISP.

[43]  Simon Lucey,et al.  Face alignment through subspace constrained mean-shifts , 2009, 2009 IEEE 12th International Conference on Computer Vision.

[44]  Matti Pietikäinen,et al.  Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[45]  Chee Kheong Siew,et al.  Extreme learning machine: Theory and applications , 2006, Neurocomputing.

[46]  Changbo Hu,et al.  AAM derived face representations for robust facial action recognition , 2006, 7th International Conference on Automatic Face and Gesture Recognition (FGR06).