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
Machine Learning: A Practical Approach on the Statistical Learning Theory
RF de Mello, MA Ponti
Springer, 2018
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
Image quantization as a dimensionality reduction procedure in color and texture feature extraction
M Ponti, TS Nazaré, GS Thumé
Neurocomputing 173, 385-396, 2016
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
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
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
Deep convolutional neural networks and noisy images
TS Nazaré, GBP da Costa, WA Contato, M Ponti
Iberoamerican Congress on Pattern Recognition, 416-424, 2017
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
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
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
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
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
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
A decision cognizant Kullback–Leibler divergence
M Ponti, J Kittler, M Riva, T de Campos, C Zor
Pattern Recognition 61, 470-478, 2017
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
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
Como funciona o Deep Learning
MA Ponti, GBP da Costa
Tópicos em Gerenciamento de Dados e Informações, 63-93, 2017
Sketchformer: Transformer-based representation for sketched structure
LSF Ribeiro, T Bui, J Collomosse, M Ponti
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
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
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