Moacir A. Ponti
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Combining Classifiers: from the creation of ensembles to the decision fusion
M Ponti
Graphics, Patterns and Images Tutorials (SIBGRAPI-T), 2011 24th SIBGRAPI …, 2011
1052011
Segmentation of Low-Cost Remote Sensing Images Combining Vegetation Indices and Mean Shift
M Ponti
IEEE Geoscience and Remote Sensing Letters 10 (1), 67-70, 2013
602013
Machine Learning: A Practical Approach on the Statistical Learning Theory
RF de Mello, MA Ponti
Springer, 2018
572018
Image quantization as a dimensionality reduction procedure in color and texture feature extraction
M Ponti, TS Nazaré, GS Thumé
Neurocomputing 173, 385-396, 2016
522016
Everything you wanted to know about Deep Learning for Computer Vision but were afraid to ask
M Ponti, L Ribeiro, T Nazare, T Bui, J Collomosse
SIBGRAPI Conference on Graphics, Patterns and Images, 2017
482017
Feature selection through gravitational search algorithm
JP Papa, A Pagnin, SA Schellini, A Spadotto, RC Guido, M Ponti, ...
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
462011
Compact descriptors for sketch-based image retrieval using a triplet loss convolutional neural network
T Bui, L Ribeiro, M Ponti, J Collomosse
Computer Vision and Image Understanding 164, 27-37, 2017
422017
Deep convolutional neural networks and noisy images
TS Nazaré, GBP da Costa, WA Contato, M Ponti
Iberoamerican Congress on Pattern Recognition, 416-424, 2017
332017
Generalisation and Sharing in Triplet Convnets for Sketch based Visual Search
T Bui, L Ribeiro, M Ponti, J Collomosse
arXiv preprint arXiv:1611.05301, 2016
322016
Identifying frailty levels and associated factors in a population living in the context of poverty and social vulnerability
MS Zazzetta, GAO Gomes, FS Orlandi, ACM Gratão, FA Vasilceac, ...
J Frailty Aging 6 (1), 29-32, 2017
282017
Better than Counting Seconds: Identifying Fallers among Healthy Elderly using Fusion of Accelerometer Features and Dual-Task Timed Up and Go
M Ponti, P Bet, C Oliveira, PC Castro
PLoS one 12 (4), e0175559, 2017
252017
Precision Agriculture: Using Low-Cost Systems to Acquire Low-Altitude Images
M Ponti, AA Chaves, FR Jorge, GBP Costa, A Colturato, KR Branco
IEEE Computer Graphics and Applications 36 (4), 14-20, 2016
232016
Improving accuracy and speed of optimum-path forest classifier using combination of disjoint training subsets
M Ponti, J Papa
Multiple Classifier Systems, 237-248, 2011
222011
Sketching out the details: Sketch-based image retrieval using convolutional neural networks with multi-stage regression
T Bui, L Ribeiro, M Ponti, J Collomosse
Computers & Graphics 71, 77-87, 2018
212018
A decision cognizant Kullback–Leibler divergence
M Ponti, J Kittler, M Riva, T de Campos, C Zor
Pattern Recognition 61, 470-478, 2017
212017
An empirical study on the effects of different types of noise in image classification tasks
GBP da Costa, WA Contato, TS Nazare, JES Neto, M Ponti
Workshop de Visao Computacional (WVC), 2016
202016
Multilayer perceptron classifier combination for identification of materials on noisy soil science multispectral images
FA Breve, MP Ponti-Junior, NDA Mascarenhas
XX Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI …, 2007
162007
Generalization of feature embeddings transferred from different video anomaly detection domains
FP dos Santos, LSF Ribeiro, MA Ponti
Journal of Visual Communication and Image Representation 60, 407-416, 2019
142019
Ensembles of optimum-path forest classifiers using input data manipulation and undersampling
MP Ponti, I Rossi
International Workshop on Multiple Classifier Systems, 236-246, 2013
142013
Como funciona o Deep Learning
MA Ponti, GBP da Costa
Tópicos em Gerenciamento de Dados e Informações, 63-93, 2017
122017
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Artigos 1–20