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
1182011
Machine Learning: A Practical Approach on the Statistical Learning Theory
RF de Mello, MA Ponti
Springer, 2018
902018
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
832017
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
702013
Image quantization as a dimensionality reduction procedure in color and texture feature extraction
M Ponti, TS Nazaré, GS Thumé
Neurocomputing 173, 385-396, 2016
652016
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
492011
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
462017
Deep convolutional neural networks and noisy images
TS Nazaré, GBP da Costa, WA Contato, M Ponti
Iberoamerican Congress on Pattern Recognition, 416-424, 2017
382017
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
352016
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
332017
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
312017
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
272018
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
262016
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), 2016
262016
A decision cognizant Kullback–Leibler divergence
M Ponti, J Kittler, M Riva, T de Campos, C Zor
Pattern Recognition 61, 470-478, 2017
242017
Effects of acute cannabidiol administration on anxiety and tremors induced by a Simulated Public Speaking Test in patients with Parkinson’s disease
SM de Faria, D de Morais Fabrício, V Tumas, PC Castro, MA Ponti, ...
Journal of Psychopharmacology 34 (2), 189-196, 2020
232020
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
232011
Fall detection and fall risk assessment in older person using wearable sensors: A systematic review
P Bet, PC Castro, MA Ponti
International journal of medical informatics 130, 103946, 2019
212019
Como funciona o Deep Learning
MA Ponti, GBP da Costa
Tópicos em Gerenciamento de Dados e Informações, 63-93, 2017
182017
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
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