Carlos E. Thomaz

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 19

Top Topics

Principal Component Analysis

Laplacian Eigenmaps

Support Vector Machine

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Int. J. Nat. Comput. Res.

Publications

Fernanda Goyo Tamanaka, Lucas Pereira Carlini, Tatiany M. Heideirich, Rita C. X. Balda, Marina C. M. Barros, Ruth Guinsburg, Carlos E. Thomaz
Neonatal pain assessment: A Kendall analysis between clinical and visually perceived facial features. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (3) (2023)
Lucas F. Buzuti, Carlos E. Thomaz
Fréchet AutoEncoder Distance: A new approach for evaluation of Generative Adversarial Networks. Comput. Vis. Image Underst. 235 (2023)
Lucas Pereira Carlini, Leonardo A. Ferreira, Gabriel A. S. Coutrin, Victor V. Varoto, Tatiany M. Heideirich, Rita C. X. Balda, Marina C. M. Barros, Ruth Guinsburg, Carlos E. Thomaz
A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment. SIBGRAPI (2021)
Laercio Ribeiro Da Silva, Wilson da Silva, Carlos E. Thomaz
Performance analysis of chess players comparing traditional and novel cognitive perception ranking measures. SIBGRAPI (2021)
Laercio R. Silva Junior, Carlos E. Thomaz
Visual Perception Ranking of Chess Players. ICIAR (1) (2020)
Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Support vector machine ensembles for discriminant analysis for ranking principal components. Multim. Tools Appl. 79 (35-36) (2020)
Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Nested AdaBoost procedure for classification and multi-class nonlinear discriminant analysis. Soft Comput. 24 (23) (2020)
Rodrigo Alves De Lima Moreto, Douglas Rocha, Carlos E. Thomaz, André Augusto Mariano, Salvador Pinillos Gimenez
Interactive evolutionary approach to reduce the optimization cycle time of a low noise amplifier. SBCCI (2019)
Igor R. R. Xavier, Gilson A. Giraldi, Stuart James Gibson, Gilka J. F. Gattas, Daniel Rueckert, Carlos E. Thomaz
Age-related craniofacial differences based on spatio-temporal face image atlases. IET Image Process. 13 (9) (2019)
Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Nonlinear Discriminant Principal Component Analysis for Image Classification and Reconstruction. BRACIS (2018)
Laercio R. Silva Junior, Fabio Henrique Goncalves Cesar, Fabio Theoto Rocha, Carlos E. Thomaz
EEG and Eye Movement Maps of Chess Players. ICPRAM (2017)
Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Ranking Tensor Subspaces in Weighted Multilinear Principal Component Analysis. Int. J. Pattern Recognit. Artif. Intell. 31 (7) (2017)
Carlos E. Thomaz, Vagner do Amaral, Gilson A. Giraldi, Duncan Fyfe Gillies, Daniel Rueckert
Is human face processing a feature- or pattern-based task? Evidence using a unified computational method driven by eye movements. CoRR (2017)
Ivan R. S. Gregori, Ivandro Sanches, Carlos E. Thomaz
Clutch Judder Classification and Prediction: A Multivariate Statistical Analysis Based on Torque Signals. IEEE Trans. Ind. Electron. 64 (5) (2017)
Carlos E. Thomaz, Vagner do Amaral, Duncan Fyfe Gillies, Daniel Rueckert
Priori-driven dimensions of face-space: experiments incorporating eye-tracking information. ETRA (2016)
Vagner do Amaral, Gilson A. Giraldi, Carlos E. Thomaz
A Statistical Quadtree Decomposition to Improve Face Analysis. ICPRAM (2016)
Igor R. R. Xavier, M. Pereira, Gilson A. Giraldi, Stuart James Gibson, Christopher J. Solomon, Daniel Rueckert, Duncan Gillies, Carlos E. Thomaz
A Photo-Realistic Generator of Most Expressive and Discriminant Changes in 2D Face Images. EST (2015)
Gastão Florêncio Miranda Jr., Gilson A. Giraldi, Carlos E. Thomaz, Daniel Millan
Composition of Local Normal Coordinates and Polyhedral Geometry in Riemannian Manifold Learning. Int. J. Nat. Comput. Res. 5 (2) (2015)
Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz
Comparing Ranking Methods for Tensor Components in Multilinear and Concurrent Subspace Analysis with Applications in Face Images. Int. J. Image Graph. 15 (1) (2015)
Emma L. Hall, Mark William Woolrich, Carlos E. Thomaz, Peter G. Morris, Matthew J. Brookes
Using variance information in magnetoencephalography measures of functional connectivity. NeuroImage 67 (2013)
Carlos E. Thomaz, Gilson A. Giraldi, Joaquim F. Pinto da Costa, Duncan Fyfe Gillies
A Priori-Driven PCA. ACCV Workshops (2) (2012)
Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz
Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces. SIBGRAPI Tutorials (2011)
Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro A. da Silva
Visual Interpretation of Self Organizing Maps. SBRN (2010)
João Ricardo Sato, André Fujita, Elisson F. Cardoso, Carlos E. Thomaz, Michael J. Brammer, Edson Amaro Jr.
Analyzing the connectivity between regions of interest: An approach based on cluster Granger causality for fMRI data analysis. NeuroImage 52 (4) (2010)
Carlos E. Thomaz, Gilson Antonio Giraldi
A new ranking method for principal components analysis and its application to face image analysis. Image Vis. Comput. 28 (6) (2010)
Paulo E. Santos, Carlos E. Thomaz, Danilo dos Santos, Rodolpho Freire, João Ricardo Sato, Mario Louzã, Paulo Sallet, Geraldo F. Busatto, Wagner F. Gattaz
Exploring the knowledge contained in neuroimages: Statistical discriminant analysis and automatic segmentation of the most significant changes. Artif. Intell. Medicine 49 (2) (2010)
Carlos E. Thomaz, Gilson Antonio Giraldi
A Kernel Maximum uncertainty Discriminant Analysis and its Application to Face Recognition. VISAPP (1) (2009)
Giuliano Alves da Silva, Maria Cláudia Ferrari de Castro, Carlos E. Thomaz
A Multivariate Statistical Analysis of Muscular Biopotential for Human Arm Movement Characterization. BIOSIGNALS (2009)
Carlos E. Thomaz, Vagner do Amaral, Gilson Antonio Giraldi, Edson C. Kitani, João Ricardo Sato, Duncan Fyfe Gillies
A Multi-linear Discriminant Analysis of 2D Frontal Face Images. SIBGRAPI (2009)
Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, Carlos E. Thomaz
Dimensionality Reduction, Classification and Reconstruction Problems in Statistical Learning Approaches. RITA 15 (1) (2008)
Carlos E. Thomaz, Gilson Antonio Giraldi
Discriminant Eigenfaces: A New Ranking Method for Principal Components Analysis. SBIA (2008)
André Fujita, Luciana Rodrigues Gomes, João Ricardo Sato, Rui Yamaguchi, Carlos E. Thomaz, Mari Cleide Sogayar, Satoru Miyano
Multivariate gene expression analysis reveals functional connectivity changes between normal/tumoral prostates. BMC Syst. Biol. 2 (2008)
Gilson A. Giraldi, Paulo Sergio Rodrigues, Edson C. Kitani, João Ricardo Sato, Carlos E. Thomaz
Statistical Learning Approaches for Discriminant Features Selection. J. Braz. Comput. Soc. 14 (2) (2008)
Paulo E. Santos, Carlos E. Thomaz, Luiz A. Celiberto, Fabio L. S. Duran, Wagner F. Gattaz, Geraldo F. Busatto
Assimilating knowledge from neuroimages in schizophrenia diagnostics. Logic and Probability for Scene Interpretation (2008)
Carlos E. Thomaz, Fabio L. S. Duran, Geraldo F. Busatto, Duncan Fyfe Gillies, Daniel Rueckert
Multivariate Statistical Differences of MRI Samples of the Human Brain. J. Math. Imaging Vis. 29 (2-3) (2007)
Carlos E. Thomaz, James P. Boardman, Serena J. Counsell, Derek L. G. Hill, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Duncan Fyfe Gillies, Daniel Rueckert
A multivariate statistical analysis of the developing human brain in preterm infants. Image Vis. Comput. 25 (6) (2007)
Carlos E. Thomaz, James P. Boardman, Serena J. Counsell, Derek L. G. Hill, Joseph V. Hajnal, A. David Edwards, Mary A. Rutherford, Duncan Fyfe Gillies, Daniel Rueckert
A whole brain morphometric analysis of changes associated with pre-term birth. Medical Imaging: Image Processing (2006)
Carlos E. Thomaz, Edson C. Kitani, Duncan Fyfe Gillies
A maximum uncertainty LDA-based approach for limited sample size problems - with application to face recognition. J. Braz. Comput. Soc. 12 (2) (2006)
Carlos E. Thomaz, Nelson A. O. Aguiar, Sergio H. A. Oliveira, Fabio L. S. Duran, Geraldo F. Busatto, Duncan Fyfe Gillies, Daniel Rueckert
Extracting Discriminative Information from Medical Images: A Multivariate Linear Approach. SIBGRAPI (2006)
Edson C. Kitani, Carlos E. Thomaz, Duncan Fyfe Gillies
A Statistical Discriminant Model for Face Interpretation and Reconstruction. SIBGRAPI (2006)
Carlos E. Thomaz, Duncan Fyfe Gillies
A Maximum Uncertainty LDA-Based Approach for Limited Sample Size Problems : With Application to Face Recognition. SIBGRAPI (2005)
Carlos E. Thomaz, James P. Boardman, Derek L. G. Hill, Joseph V. Hajnal, David D. Edwards, Mary A. Rutherford, Duncan Fyfe Gillies, Daniel Rueckert
Using a Maximum Uncertainty LDA-Based Approach to Classify and Analyse MR Brain Images. MICCAI (1) (2004)
Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa
A new covariance estimate for Bayesian classifiers in biometric recognition. IEEE Trans. Circuits Syst. Video Technol. 14 (2) (2004)
Carlos E. Thomaz, Duncan Fyfe Gillies
Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition. AVBPA (2003)
Carlos E. Thomaz, Duncan Fyfe Gillies
A New Fisher-Based Method Applied to Face Recognition. CAIP (2003)
Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa
Using mixture covariance matrices to improve face and facial expression recognitions. Pattern Recognit. Lett. 24 (13) (2003)
Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa
A New Quadratic Classifier Applied to Biometric Recognition. Biometric Authentication (2002)
Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa
Using Mixture Covariance Matrices to Improve Face and Facial Expression Recognitions. AVBPA (2001)
Carlos E. Thomaz, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco
Mobile Robot Path Planning Using Genetic Algorithms. IWANN (1) (1999)
Carlos E. Thomaz, Raul Queiroz Feitosa, Álvaro Veiga
Design of Radial Basis Function Network as Classifier in Face Recognition Using Eigenfaces. SBRN (1998)