Rubens A. C. Lamparelli

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 15

Top Topics

Machine Learning Algorithms

Top Venues

IEEE Geosci. Remote. Sens. Lett.

Comput. Electron. Agric.

Publications

João P. S. Werner, Mariana Belgiu, Inácio T. Bueno, Aliny A. Dos Reis, Ana P. S. G. D. Toro, João F. G. Antunes, Alfred Stein, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães, Alexandre Camargo Coutinho, Júlio C. D. M. Esquerdo, Gleyce Kelly Dantas Araújo Figueiredo
Mapping Integrated Crop-Livestock Systems Using Fused Sentinel-2 and PlanetScope Time Series and Deep Learning. Remote. Sens. 16 (8) (2024)
Francisco R. S. Pereira, Aliny A. Dos Reis, Rodrigo G. Freitas, Stanley R. de M. Oliveira, Lucas R. do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, João F. G. Antunes, Rubens A. C. Lamparelli, Edemar Moro, Paulo Sergio Graziano Magalhães
Imputation of Missing Parts in UAV Orthomosaics Using PlanetScope and Sentinel-2 Data: A Case Study in a Grass-Dominated Area. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Ana P. S. G. D. Toro, Inacio T. Bueno, João P. S. Werner, João F. G. Antunes, Rubens A. C. Lamparelli, Alexandre Camargo Coutinho, Júlio C. D. M. Esquerdo, Paulo Sergio Graziano Magalhães, Gleyce Kelly Dantas Araújo Figueiredo
SAR and Optical Data Applied to Early-Season Mapping of Integrated Crop-Livestock Systems Using Deep and Machine Learning Algorithms. Remote. Sens. 15 (4) (2023)
F. R. da S. Pereira, J. P. de Lima, R. G. Freitas, Aliny A. Dos Reis, Laurence Rodrigues do Amaral, Gleyce Kelly Dantas Araújo Figueiredo, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães
Nitrogen variability assessment of pasture fields under an integrated crop-livestock system using UAV, PlanetScope, and Sentinel-2 data. Comput. Electron. Agric. 193 (2022)
Henrique S. L. Almeida, Aliny A. Dos Reis, João P. S. Werner, João F. G. Antunes, Liheng Zhong, Gleyce Kelly Dantas Araújo Figueiredo, Júlio C. D. M. Esquerdo, Alexandre Camargo Coutinho, Rubens A. C. Lamparelli, Paulo Sergio Graziano Magalhães
Deep Neural Networks for Mapping Integrated Crop-Livestock Systems Using Planetscope Time Series. IGARSS (2021)
Daniel H. Shibuya, Gisela M. S. Pereira, Gleyce Kelly Dantas Araújo Figueiredo, Ana Cláudia dos Santos Luciano, Rubens A. C. Lamparelli, Guerric le Maire
Evaluation of Time Series Gap-Filling of Venµs Satellite for Land Use Classification. IGARSS (2021)
Aliny A. Dos Reis, João P. S. Werner, Bruna C. Silva, Gleyce Kelly Dantas Araújo Figueiredo, João Francisco Gonçalves Antunes, Júlio César Dalla Mora Esquerdo, Alexandre Camargo Coutinho, Rubens A. C. Lamparelli, Jansle Vieira Rocha, Paulo Sergio Graziano Magalhães
Monitoring Pasture Aboveground Biomass and Canopy Height in an Integrated Crop-Livestock System Using Textural Information from PlanetScope Imagery. Remote. Sens. 12 (16) (2020)
Danielle Dias, Ulisses Dias, Nathalia Menini, Rubens A. C. Lamparelli, Guerric le Maire, Ricardo da Silva Torres
Image-Based Time Series Representations for Pixelwise Eucalyptus Region Classification: A Comparative Study. IEEE Geosci. Remote. Sens. Lett. 17 (8) (2020)
Danielle Dias, Allan da Silva Pinto, Ulisses Dias, Rubens A. C. Lamparelli, Guerric le Maire, Ricardo da Silva Torres
A Multirepresentational Fusion of Time Series for Pixelwise Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Julianne de C. Oliveira, Eleanor E. Campbell, Rubens A. C. Lamparelli, Gleyce Kelly Dantas Araújo Figueiredo, Johnny R. Soares, Deepak Jaiswal, Leonardo A. Monteiro, Murilo dos Santos Vianna, Lee R. Lynd, John J. Sheehan
Choosing pasture maps: An assessment of pasture land classification definitions and a case study of Brazil. Int. J. Appl. Earth Obs. Geoinformation 93 (2020)
Julianne de C. Oliveira, Rubens A. C. Lamparelli, Gleyce Kelly Dantas Araújo Figueiredo, Eleanor E. Campbell, Johnny R. Soares, Leonardo A. Monteiro, Murilo Viana, John J. Sheehan, Lee R. Lynd
Comparison of Pasture Areas Over Brazil Biomes Using Global And National Land Cover Maps. IGARSS (2019)
Danielle Dias, Ulisses Dias, Nathalia Menini, Rubens A. C. Lamparelli, Guerric le Maire, Ricardo da Silva Torres
Pixelwise Remote Sensing Image Classification Based on Recurrence Plot Deep Features. IGARSS (2019)
Nathalia Menini, Alexandre E. Almeida, Rubens A. C. Lamparelli, Guerric le Maire, Jefersson A. dos Santos, Hélio Pedrini, Marina Hirota, Ricardo da Silva Torres
A Soft Computing Framework for Image Classification Based on Recurrence Plots. IEEE Geosci. Remote. Sens. Lett. 16 (2) (2019)
Ramses A. Molijn, Lorenzo Iannini, Ramon F. Hanssen, Freek J. van Leijen, Rubens A. C. Lamparelli, Alexandre Camargo Coutinho
Integration of sar and optical dense time series for land cover monitoring. IGARSS (2017)
Lorenzo Iannini, Ramses A. Molijn, A. Mousivand, Ramon F. Hanssen, Rubens A. C. Lamparelli
A HMM-based approach for historic and up-to-date land cover mapping through Landsat time-series in the state of Sao Paulo, Brazil. IGARSS (2016)
Jefersson A. dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres, Marcos André Gonçalves, Rubens A. C. Lamparelli
A relevance feedback method based on genetic programming for classification of remote sensing images. Inf. Sci. 181 (13) (2011)
Jefersson Alex dos Santos, André Tavares da Silva, Ricardo da Silva Torres, Alexandre X. Falcão, Léo Pini Magalhães, Rubens A. C. Lamparelli
Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming. CAIP (2) (2011)
Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli
A Genetic Programming approach for coffee crop recognition. IGARSS (2010)
Flávio Jorge Ponzoni, Jurandir Zullo Jr., Rubens A. C. Lamparelli, Giampaolo Queiroz Pellegrino, Yves Arnaud
In-flight absolute calibration of the Landsat-5 TM on the test site Salar de Uyuni. IEEE Trans. Geosci. Remote. Sens. 42 (12) (2004)