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ORCIDCarlos E. Thomaz
Carlos Eduardo Thomaz
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2020 – today
- 2024
[j28]Lucas Pereira Carlini
, Gabriel de Almeida Sá Coutrin, Leonardo Antunes Ferreira, Juliana do Carmo Azevedo Soares, Giselle V. T. Silva, Tatiany Marcondes Heiderich, Rita C. X. Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Human vs machine towards neonatal pain assessment: A comprehensive analysis of the facial features extracted by health professionals, parents, and convolutional neural networks. Artif. Intell. Medicine 147: 102724 (2024)- 2023
- [j27]Fernanda Goyo Tamanaka, Lucas Pereira Carlini, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes 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): 331-340 (2023) - [j26]Lucas F. Buzuti, Carlos E. Thomaz:
Fréchet AutoEncoder Distance: A new approach for evaluation of Generative Adversarial Networks. Comput. Vis. Image Underst. 235: 103768 (2023) - [c41]João Vitor Macedo Romera, Rafael Nobre Orsi, Carlos Eduardo Thomaz:
Patterns in Pupillary Diameter Variation While Reading Portuguese Language Texts. ICPRAM 2023: 509-516 - [c40]Leonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Revisiting N-CNN for Clinical Practice. PRIME@MICCAI 2023: 231-240 - [i3]Leonardo Antunes Ferreira, Lucas Pereira Carlini, Gabriel de Almeida Sá Coutrin, Tatiany Marcondes Heiderich, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Revisiting N-CNN for Clinical Practice. CoRR abs/2308.05877 (2023) - 2022
- [c39]Gabriel A. S. Coutrin, Lucas Pereira Carlini, Leonardo Antunes Ferreira, Tatiany M. Heiderich, Rita C. X. Balda, Marina C. M. Barros, Ruth Guinsburg, Carlos E. Thomaz:
Convolutional Neural Networks for Newborn Pain Assessment Using Face Images: A Quantitative and Qualitative Comparison. MICAD 2022: 503-513 - 2021
- [c38]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: 315-321 - [c37]Lucas Pereira Carlini, Leonardo Antunes Ferreira, Gabriel de Almeida Sá Coutrin, Victor V. Varoto, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos E. Thomaz:
A Convolutional Neural Network-based Mobile Application to Bedside Neonatal Pain Assessment. SIBGRAPI 2021: 394-401 - 2020
- [j25]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): 25277-25313 (2020) - [j24]Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz:
Nested AdaBoost procedure for classification and multi-class nonlinear discriminant analysis. Soft Comput. 24(23): 17969-17990 (2020) - [c36]Lucas Pereira Carlini, Juliana C. A. Soares, Giselle V. T. Silva, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
A Visual Perception Framework to Analyse Neonatal Pain in Face Images. ICIAR (1) 2020: 233-243 - [c35]Laercio R. Silva Junior, Carlos E. Thomaz:
Visual Perception Ranking of Chess Players. ICIAR (1) 2020: 307-315 - [c34]Lucas Pereira Carlini, Fernanda Goyo Tamanaka, Juliana C. A. Soares, Giselle V. T. Silva, Tatiany M. Heiderich, Rita de Cássia Xavier Balda, Marina Carvalho de Moraes Barros, Ruth Guinsburg, Carlos Eduardo Thomaz:
Neonatal Pain Scales and Human Visual Perception: An Exploratory Analysis Based on Facial Expression Recognition and Eye-Tracking. ICPR Workshops (2) 2020: 62-76
2010 – 2019
- 2019
- [j23]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): 1561-1568 (2019) - [j22]Rodrigo Alves De Lima Moreto, Carlos Eduardo Thomaz, Salvador Pinillos Gimenez:
A customized genetic algorithm with in-loop robustness analyses to boost the optimization process of analog CMOS ICs. Microelectron. J. 92 (2019) - [c33]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: 21 - [c32]José Roberto Banin Júnior, Rodrigo Alves De Lima Moreto, Gabriel Augusto da Silva, Carlos Eduardo Thomaz, Salvador Pinillos Gimenez:
An innovative strategy to reduce die area of robust OTA by using iMTGSPICE and diamond layout style for MOSFETs. SBCCI 2019: 22 - 2018
- [c31]Tiene A. Filisbino, Gilson A. Giraldi, Carlos E. Thomaz:
Nonlinear Discriminant Principal Component Analysis for Image Classification and Reconstruction. BRACIS 2018: 312-317 - [c30]Rodrigo Alves De Lima Moreto, Carlos Eduardo Thomaz, Salvador Pinillos Gimenez:
Automatic Optimization of Robust Analog CMOS ICs: An Interactive Genetic Algorithm Driven by Human Knowledge. SBCCI 2018: 1-6 - 2017
- [j21]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): 1751003:1-1751003:35 (2017) - [j20]Rodrigo Alves De Lima Moreto, Carlos Eduardo Thomaz, Salvador Pinillos Gimenez:
Gaussian Fitness Functions for Optimizing Analog CMOS Integrated Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(10): 1620-1632 (2017) - [j19]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): 4287-4295 (2017) - [c29]Laercio R. Silva Junior, Fabio Henrique Goncalves Cesar, Fabio Theoto Rocha, Carlos E. Thomaz:
EEG and Eye Movement Maps of Chess Players. ICPRAM 2017: 434-441 - [c28]Gastão Florêncio Miranda Jr., Carlos Eduardo Thomaz, Gilson Antonio Giraldi:
Geometric Data Analysis Based on Manifold Learning with Applications for Image Understanding. SIBGRAPI Tutorials 2017: 42-62 - [c27]Fabio Theoto Rocha, Laercio Ribeiro Da Silva, Fabio Henrique Goncalves Cesar, Gilson Antonio Giraldi, Carlos Eduardo Thomaz:
Chess Experience and EEG Brain Cortical Organisation: An Analysis Using Entropy, Multivariate Statistics and Loreta Sources. SIBGRAPI 2017: 185-192 - [i2]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 abs/1709.01182 (2017) - 2016
- [j18]Rodrigo Alves De Lima Moreto, Antonio Luis Pacheco Rotondaro, Carlos Eduardo Thomaz, Salvador Pinillos Gimenez:
From architecture to manufacturing: an accurate framework for optimal operational transconductance amplifier design. Int. J. High Perform. Syst. Archit. 6(4): 187-196 (2016) - [c26]Carlos E. Thomaz, Vagner do Amaral, Duncan Fyfe Gillies, Daniel Rueckert:
Priori-driven dimensions of face-space: experiments incorporating eye-tracking information. ETRA 2016: 279-282 - [c25]Vagner do Amaral, Gilson A. Giraldi, Carlos E. Thomaz:
A Statistical Quadtree Decomposition to Improve Face Analysis. ICPRAM 2016: 375-380 - [c24]Tiene Andre Filisbino, Carlos Eduardo Thomaz:
Tensor Fields for Multilinear Image Representation and Statistical Learning Models Applications. SIBGRAPI Tutorials 2016: 24-37 - [c23]Tiene A. Filisbino, Gilson A. Giraldi, Carlos Eduardo Thomaz:
Ranking Principal Components in Face Spaces through AdaBoost.M2 Linear Ensemble. SIBGRAPI 2016: 355-362 - 2015
- [j17]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): 1550006:1-1550006:35 (2015) - [j16]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): 37-68 (2015) - [c22]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: 80-85 - 2014
- [c21]Fabio Theoto Rocha, Carlos Eduardo Thomaz, Armando Freitas da Rocha, Eduardo Massad:
Brain Mapping and Interpretation of Reading Processing in Children Using EEG and Multivariate Statistical Analysis. SIBGRAPI 2014: 251-258 - 2013
- [j15]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: 203-212 (2013) - [c20]Tiene A. Filisbino, Gilson A. Giraldi, Carlos Eduardo Thomaz:
Ranking Methods for Tensor Components Analysis and Their Application to Face Images. SIBGRAPI 2013: 312-319 - [c19]André Sobiecki, Alexandru C. Telea, Gilson A. Giraldi, Luiz A. Pereira Neves, Carlos Eduardo Thomaz:
Low-cost Automatic Inpainting for Artifact Suppression in Facial Images. VISAPP (1) 2013: 41-50 - 2012
- [c18]Carlos E. Thomaz, Gilson A. Giraldi, Joaquim F. Pinto da Costa, Duncan Fyfe Gillies:
A Priori-Driven PCA. ACCV Workshops (2) 2012: 236-247 - [e2]Ana Carolina Lorena, Carlos Eduardo Thomaz, Aurora Trinidad Ramirez Pozo:
2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012. IEEE Computer Society 2012, ISBN 978-1-4673-2641-4 [contents] - 2011
- [c17]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: 25-38 - 2010
- [j14]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): 105-115 (2010) - [j13]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): 902-913 (2010) - [j12]João Ricardo Sato, André Fujita, Ellison Fernando 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): 1444-1455 (2010) - [c16]Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva:
Visual Interpretation of Self Organizing Maps. SBRN 2010: 37-42 - [e1]Teresa Bernarda Ludermir, Karla Figueiredo, Carlos E. Thomaz:
11th Brazilian Symposium on Neural Networks (SBRN 2010), Sao Paulo, 23-28 October, 2010. IEEE Computer Society 2010, ISBN 978-1-4244-8391-4 [contents]
2000 – 2009
- 2009
- [j11]João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão Miranda, Michael John Brammer, Edson Amaro Júnior:
Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction. NeuroImage 46(1): 105-114 (2009) - [j10]João Ricardo Sato, André Fujita, Carlos Eduardo Thomaz, Maria da Graça Morais Martin, Janaina Mourão Miranda, Michael John Brammer, Edson Amaro Jr.:
Corrigendum to "Evaluating SVM and MLDA in the extraction of discriminant regions for mental state prediction": [NeuroImage 46 (2009) 105-114]. NeuroImage 47(1): 423-425 (2009) - [c15]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: 227-232 - [c14]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: 216-223 - [c13]Carlos E. Thomaz, Gilson Antonio Giraldi:
A Kernel Maximum uncertainty Discriminant Analysis and its Application to Face Recognition. VISAPP (1) 2009: 341-346 - 2008
- [j9]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: 106 (2008) - [j8]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): 7-22 (2008) - [j7]João Ricardo Sato, Carlos Eduardo Thomaz, Ellison Fernando Cardoso, André Fujita, Maria da Graça Morais Martin, Edson Amaro Jr.:
Hyperplane navigation: A method to set individual scores in fMRI group datasets. NeuroImage 42(4): 1473-1480 (2008) - [j6]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): 137-169 (2008) - [c12]Carlos E. Thomaz, Gilson Antonio Giraldi:
Discriminant Eigenfaces: A New Ranking Method for Principal Components Analysis. SBIA 2008: 43-52 - [i1]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 - 2007
- [j5]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): 981-994 (2007) - [j4]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): 95-106 (2007) - 2006
- [j3]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): 7-18 (2006) - [c11]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. Image Processing 2006: 61445Y - [c10]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: 113-120 - [c9]Edson C. Kitani, Carlos E. Thomaz, Duncan Fyfe Gillies:
A Statistical Discriminant Model for Face Interpretation and Reconstruction. SIBGRAPI 2006: 247-254 - 2005
- [c8]Carlos E. Thomaz, Duncan Fyfe Gillies:
A Maximum Uncertainty LDA-Based Approach for Limited Sample Size Problems : With Application to Face Recognition. SIBGRAPI 2005: 89-96 - 2004
- [b1]Carlos Eduardo Thomaz:
Maximum entropy covariance estimate for statistical pattern recognition. Imperial College London, UK, 2004 - [j2]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): 214-223 (2004) - [c7]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: 291-300 - 2003
- [j1]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): 2159-2165 (2003) - [c6]Carlos E. Thomaz, Duncan Fyfe Gillies:
Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition. AVBPA 2003: 172-181 - [c5]Carlos E. Thomaz, Duncan Fyfe Gillies:
A New Fisher-Based Method Applied to Face Recognition. CAIP 2003: 596-605 - 2002
- [c4]Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa:
A New Quadratic Classifier Applied to Biometric Recognition. Biometric Authentication 2002: 186-196 - 2001
- [c3]Carlos E. Thomaz, Duncan Fyfe Gillies, Raul Queiroz Feitosa:
Using Mixture Covariance Matrices to Improve Face and Facial Expression Recognitions. AVBPA 2001: 71-77
1990 – 1999
- 1999
- [c2]Carlos E. Thomaz, Marco Aurélio Cavalcanti Pacheco, Marley M. B. R. Vellasco:
Mobile Robot Path Planning Using Genetic Algorithms. IWANN (1) 1999: 671-679 - 1998
- [c1]Carlos E. Thomaz, Raul Queiroz Feitosa, Álvaro Veiga:
Design of Radial Basis Function Network as Classifier in Face Recognition Using Eigenfaces. SBRN 1998: 118-123
Coauthor Index
Marina C. M. Barros
aka: Marina Carvalho de Moraes Barros
aka: Marina Carvalho de Moraes Barros
Duncan Fyfe Gillies
aka: Duncan Gillies
aka: Duncan Gillies
Gilson A. Giraldi
aka: Gilson Antonio Giraldi
aka: Gilson Antonio Giraldi
Tatiany M. Heiderich
aka: Tatiany Marcondes Heiderich
aka: Tatiany Marcondes Heiderich
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