Parametric PCA for unsupervised metric learning ALM Levada Pattern Recognition Letters 135, 425-430, 2020 | 45 | 2020 |
Novel approaches for face recognition: template-matching using dynamic time warping and LSTM Neural Network Supervised Classification ALM Levada, DC Correa, DHP Salvadeo, JH Saito, NDA Mascarenhas 2008 15th International Conference on Systems, Signals and Image Processing …, 2008 | 34 | 2008 |
Voice command recognition with dynamic time warping (dtw) using graphics processing units (gpu) with compute unified device architecture (cuda) G Poli, JF Mari, JH Saito, ALM Levada 19th International Symposium on Computer Architecture and High Performance …, 2007 | 34 | 2007 |
Clustering of fully polarimetric SAR data using finite Gp0 mixture model and SEM Algorithm MM Horta, NDA Mascarenhas, AC Frery, ALM Levada 2008 15th International Conference on Systems, Signals and Image Processing …, 2008 | 32 | 2008 |
Pseudolikelihood equations for potts mrf model parameter estimation on higher order neighborhood systems ALM Levada, NDA Mascarenhas, A Tannús IEEE Geoscience and Remote Sensing Letters 5 (3), 522-526, 2008 | 28 | 2008 |
Fast and accurate holistic face recognition using optimum-path forest JP Papa, AX Falcao, ALM Levada, DC Corrêa, DHP Salvadeo, ... 2009 16th International Conference on Digital Signal Processing, 1-6, 2009 | 25 | 2009 |
Improving land cover classification through contextual-based optimum-path forest D Osaku, RYM Nakamura, LAM Pereira, RJ Pisani, ALM Levada, ... Information Sciences 324, 60-87, 2015 | 24 | 2015 |
A novel MAP-MRF approach for multispectral image contextual classification using combination of suboptimal iterative algorithms ALM Levada, NDA Mascarenhas, A Tannús Pattern Recognition Letters 31 (13), 1795-1808, 2010 | 22 | 2010 |
PCA-KL: a parametric dimensionality reduction approach for unsupervised metric learning ALM Levada Advances in Data Analysis and Classification 15 (4), 829-868, 2021 | 16 | 2021 |
Learning from complex systems: On the roles of entropy and Fisher Information in pairwise isotropic Gaussian Markov random fields A Levada Entropy 16 (2), 1002-1036, 2014 | 16 | 2014 |
Nonlocal Markovian models for image denoising DHP Salvadeo, NDA Mascarenhas, ALM Levada Journal of Electronic Imaging 25 (1), 013003-013003, 2016 | 14 | 2016 |
Pseudo-likelihood equations for Potts model on higher-order neighborhood systems: A quantitative approach for parameter estimation in image analysis ALM Levada, NDA Mascarenhas, A Tannús | 13 | 2009 |
A novel model for combining projection and image filtering using kalman and discrete wavelet transform in computerized tomography MAM Laia, ALM Levada, LC Botega, MFL Pereira, PE Cruvinel, Á Macedo 2008 11th IEEE International Conference on Computational Science and …, 2008 | 11 | 2008 |
A novel pseudo-likelihood equation for Potts MRF model parameter estimation in image analysis ALM Levada, NDA Mascarenhas, A Tannús 2008 15th IEEE International Conference on Image Processing, 1828-1831, 2008 | 10 | 2008 |
Neural network based systems for computer-aided musical composition: supervised x unsupervised learning DC Corrêa, ALM Levada, JH Saito, JF Mari Proceedings of the 2008 ACM symposium on Applied computing, 1738-1742, 2008 | 10 | 2008 |
Improving the learning speed in 2-layered LSTM network by estimating the configuration of hidden units and optimizing weights initialization DC Corrêa, ALM Levada, JH Saito Artificial Neural Networks-ICANN 2008: 18th International Conference, Prague …, 2008 | 10 | 2008 |
ISOMAP-KL: a parametric approach for unsupervised metric learning AC Neto, ALM Levada 2020 33rd SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2020 | 8 | 2020 |
OPF-MRF: Optimum-path forest and markov random fields for contextual-based image classification R Nakamura, D Osaku, A Levada, F Cappabianco, A Falcão, J Papa Computer Analysis of Images and Patterns: 15th International Conference …, 2013 | 8 | 2013 |
A Markov random field model for combining optimum-path forest classifiers using decision graphs and game strategy approach MP Ponti, JP Papa, ALM Levada Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2011 | 8 | 2011 |
Finding Community Structure in Music Genres Networks. DC Corrêa, ALM Levada, LF Costa ISMIR, 447-452, 2011 | 8 | 2011 |