A new cloud computing architecture for the classification of remote sensing data VAA Quirita, GAOP da Costa, PN Happ, RQ Feitosa, R da Silva Ferreira, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016 | 60 | 2016 |
Classification algorithms for big data analysis, a map reduce approach VA Ayma, RS Ferreira, P Happ, D Oliveira, R Feitosa, G Costa, A Plaza, ... The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2015 | 58 | 2015 |
An adaptive filtering approach for segmentation of tuberculosis bacteria in Ziehl-Neelsen sputum stained images V Ayma, R De Lamare, B Castañeda 2015 Latin America Congress on Computational Intelligence (LA-CCI), 1-5, 2015 | 24 | 2015 |
A generative adversarial network approach for super-resolution of Sentinel-2 satellite images F Pineda, V Ayma, C Beltran The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 12 | 2020 |
A distributed N-FINDR cloud computing-based solution for endmembers extraction on large-scale hyperspectral remote sensing data VA Ayma Quirita, GAOP da Costa, C Beltrán Remote Sensing 14 (9), 2153, 2022 | 10 | 2022 |
Mapping glacier changes using clustering techniques on cloud computing infrastructure V Ayma, C Beltrán, PN Happ, G Costa, RQ Feitosa The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019 | 10 | 2019 |
Metaheuristics for supervised parameter tuning of multiresolution segmentation VAA Quirita, PA Diaz, RQ Feitosa, PN Happ, GAOP Costa, T Klinger, ... IEEE Geoscience and Remote Sensing Letters 13 (9), 1364-1368, 2016 | 10 | 2016 |
Dimensionality reduction via an orthogonal autoencoder approach for hyperspectral image classification VH Ayma, VA Ayma, J Gutierrez The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 9 | 2020 |
Application of semantic segmentation with few labels in the detection of water bodies from perusat-1 satellite’s images J Gonzalez, K Sankaran, V Ayma, C Beltran 2020 IEEE Latin American GRSS & ISPRS Remote Sensing Conference (LAGIRS …, 2020 | 8 | 2020 |
A free software tool for automatic tuning of segmentation parameters P Achanccaray, V Ayma, L Jimenez, S Garcia, P Happ, R Feitosa, A Plaza Southeast. Eur. J. Earth Observ. Geomat 3, 707-712, 2014 | 8 | 2014 |
Segmentation as postprocessing for hyperspectral image classification LI Jiménez, A Plaza, VA Ayma, P Achanccaray, GAOP Costa, RQ Feitosa IEEE EUROCON 2015-International Conference on Computer as a Tool (EUROCON), 1-4, 2015 | 7 | 2015 |
On the architecture of a big data classification tool based on a map reduce approach for hyperspectral image analysis VA Ayma, RS Ferreira, PN Happ, DAB Oliveira, GAOP Costa, RQ Feitosa, ... 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 7 | 2015 |
Super resolution approach using generative adversarial network models for improving satellite image resolution F Pineda, V Ayma, R Aduviri, C Beltran Annual International Symposium on Information Management and Big Data, 291-298, 2019 | 5 | 2019 |
Nutritional assessment of children under five based on anthropometric measurements with image processing techniques VA Ayma, VH Ayma, LGA Torre 2016 IEEE ANDESCON, 1-4, 2016 | 5 | 2016 |
SPT 3.1: A free software for automatic tuning of segmentation parameters in optical, hyperspectral and SAR images P Achanccaray, VA Ayma, LI Jimenez, S Bernabe, PN Happ, G Costa, ... 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015 | 4 | 2015 |
Mapping Ausangate glacier changes using clustering techniques on cloud computing infrastructure V Ayma, C Beltrán, P Happ, G Costa, R Feitosa Seventh International Conference on Remote Sensing and Geoinformation of the …, 2019 | 3 | 2019 |
A fuzzy inference system for multispectral image classification PJS Vega, VAA Quirita, PM Achanccaray, R Tanscheit, M Vellasco 2016 IEEE ANDESCON, 1-4, 2016 | 3 | 2016 |
A free software tool for Automatic Tuning of Segmentation Parameters PMA Diaz, VA Ayma, PN Happ, R Feitosa 5th GEOBIA, Thessalonik, South-Eastern European Journal of Earth Observation …, 2014 | 1 | 2014 |
Segmentação de Bacilos de Koch em Amostras de Escarro, uma Aplicação das Redes Neurais VA Ayma, M Vellasco, B Castañeda Congreso Peruano de Ingeniería Biomédica, Bioingeniería, Biotecnología y …, 2013 | 1 | 2013 |
Cloud Implementation of Extreme Learning Machine for Hyperspectral Image Classification JM Haut, S Moreno-Álvarez, E Moreno-Ávila, VA Ayma, R Pastor-Vargas, ... IEEE Geoscience and Remote Sensing Letters, 2023 | | 2023 |