Leila M. G. Fonseca

According to our database1, Leila M. G. Fonseca authored at least 43 papers between 1999 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2018
Spatio-Temporal Segmentation Applied to Optical Remote Sensing Image Time Series.
IEEE Geosci. Remote Sensing Lett., 2018

2017
Deteccao e delimitacao automatica de corpos hidricos em imagens Sentinel-2: uma proposta de integracao do algoritmo Fmask aos indices espectrais NDWI e MNDWI.
Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

TerraClass x MapBiomas: Comparative assessment of legend and mapping agreement analysis.
Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

Spectral normalization between Landsat-8/OLI, Landsat- 7/ETM+ and CBERS-4/MUX bands through linear regression and spectral unmixing.
Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

Segmentation of optical remote sensing images for detecting homogeneous regions in space and time.
Proceedings of the XVIII Brazilian Symposium on Geoinformatics, 2017

2016
Bayesian network model to predict areas for sugarcane expansion in Brazilian Cerrado.
Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

Assessment of texture features for Brazilian savanna classification: a case study in Brasilia National Park.
Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

Assessment of a multi-sensor approach for noise removal on Landsat-8 OLI time series using CBERS-4 MUX data to improve crop classification based on phenological features.
Proceedings of the XVII Brazilian Symposium on Geoinformatics, 2016

2015
Classifying Grasslands and Cultivated Pastures in the Brazilian Cerrado Using Support Vector Machines, Multilayer Perceptrons and Autoencoders.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015

Improvements of the divide and segment method for parallel image segmentation.
Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

Combining Time Series Features and Data Mining to Detect Land Cover patterns: a Case Study in Northern Mato Grosso State, Brazil.
Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

Spectral Attributes Selection based on Data Mining for Remote Sensing Image Classification.
Proceedings of the XVI Brazilian Symposium on GeoInformatics, Campos do Jordão, São Paulo, Brazil, November 29, 2015

2014
Nature-Inspired Framework for Hyperspectral Band Selection.
IEEE Trans. Geoscience and Remote Sensing, 2014

Improvements in Sample Selection Methods for Image Classification.
Remote Sensing, 2014

Automatic tree crown delineation in tropical forest using hyperspectral data.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Enhancements to the Bayesian Network for Raster Data (BayNeRD).
Proceedings of the XV Brazilian Symposium on Geoinformatics, Campos do Jordão, São Paulo, Brazil, November 30, 2014

Proposta de Sistema de Monitoramento da Sigatoka-Negra Baseado em Variáveis Ambientais Utilizando o TerraMA2.
Proceedings of the XV Brazilian Symposium on Geoinformatics, Campos do Jordão, São Paulo, Brazil, November 30, 2014

2013
GeoDMA - Geographic Data Mining Analyst.
Computers & Geosciences, 2013

The Divide and Segment Method for Parallel Image Segmentation.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2013

2012
Performance Evaluation of Data Compression Systems Applied to Satellite Imagery.
J. Electrical and Computer Engineering, 2012

Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A Resegmentation Approach for Detecting Rectangular Objects in High-Resolution Imagery.
IEEE Geosci. Remote Sensing Lett., 2011

Feature selection and image classification using rough sets theory.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

Divide And Segment - An Alternative For Parallel Segmentation.
Proceedings of the XII Brazilian Symposium on Geoinformatics, 2011

A Geographical Approach to Self-Organizing Maps Algorithm Applied to Image Segmentation.
Proceedings of the Advances Concepts for Intelligent Vision Systems, 2011

2010
Projections Onto Convex Sets through Particle Swarm Optimization and its application for remote sensing image restoration.
Pattern Recognition Letters, 2010

A simplified Bayesian Network to map soybean plantations.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Comparison of image restoration methods applied to inland aquatic systems images aquired by HR CBERS 2B sensor.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Image restoration and its impact on radiometric measurements.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Assessment of a Modified Version of the EM Algorithm for Remote Sensing Data Classification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009
Detecting Rectangular Objects in Urban Imagery - A Re-Segmentation Approach.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Digital Image Processing in Remote Sensing.
Proceedings of the Tutorials of the XXII Brazilian Symposium on Computer Graphics and Image Processing, 2009

Case-Based Reasoning for Eliciting the Evolution of Geospatial Objects.
Proceedings of the Spatial Information Theory, 9th International Conference, 2009

2008
Image Re-Segmentation - a New Approach Applied to Urban Imagery.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Expectation-Maximization x Self-Organizing Maps for Image Classification.
Proceedings of the 4th IEEE International Conference on Signal Image Technology and Internet Based Systems, 2008

Applying case-based reasoning in the evolution of deforestation patterns in the Brazilian Amazonia.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

GeoDMA - A Novel System for Spatial Data Mining.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
Improvements to Expectation-Maximization Approach for Unsupervised Classification of Remote Sensing Data.
Proceedings of the IX Brazilian Symposium on Geoinformatics, 2007

2005
Mosaico de Imagens baseado na Análise em Múltiplas Resoluções.
Proceedings of the VII Brazilian Symposium on Geoinformatics, 2005

2004
On orbit spatial resolution estimation of CBERS-I CCD camera.
Proceedings of the Third International Conference on Image and Graphics, 2004

2002
Texture Feature Neural Classifier for Remote Sensing Image Retrieval Systems.
Proceedings of the 15th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2002), 2002

1999
Automatic registration based on multiresolution decomposition of remote sensing images.
PhD thesis, 1999

Control Point Assessment for Image Registration.
Proceedings of the XII Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI '99), 1999


  Loading...