Sildomar T. Monteiro
Orcid: 0000-0001-7694-9536
According to our database1,
Sildomar T. Monteiro
authored at least 39 papers
between 2006 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
CoRR, 2023
2019
Gaussian Processes for Vegetation Parameter Estimation from Hyperspectral Data with Limited Ground Truth.
Remote. Sens., 2019
2018
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis.
CoRR, 2018
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
2017
Semantic segmentation of remote sensing data using Gaussian processes and higher-order CRFS.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Using Bayesian optimization to jointly tune the classifier and the random field for spatial-spectral hyperspectral classification.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR with Fully-Convolutional Neural Networks and Higher-Order CRFs.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Spectral angle based unary energy functions for spatial-spectral hyperspectral classification using Markov random fields.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Super pixel based classification using conditional random fields for hyperspectral images.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
A novel covariance function for predicting vegetation biochemistry from hyperspectral imagery with Gaussian processes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
2015
J. Field Robotics, 2015
Comparing inference methods for conditional random fields for hyperspectral image classification.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the Image Processing: Machine Vision Applications VIII, 2015
Robust stock value prediction using support vector machines with particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Consistency of Measurements of Wavelength Position From Hyperspectral Imagery: Use of the Ferric Iron Crystal Field Absorption at ~900 nm as an Indicator of Mineralogy.
IEEE Trans. Geosci. Remote. Sens., 2014
Mapping Layers of Clay in a Vertical Geological Surface Using Hyperspectral Imagery: Variability in Parameters of SWIR Absorption Features under Different Conditions of Illumination.
Remote. Sens., 2014
2013
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013
Combining strong features for registration of hyperspectral and lidar data from field-based platforms.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
2012
Evaluating Classification Techniques for Mapping Vertical Geology Using Field-Based Hyperspectral Sensors.
IEEE Trans. Geosci. Remote. Sens., 2012
Proceedings of the IEEE International Conference on Robotics and Automation, 2012
2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Rock Recognition From MWD Data: A Comparative Study of Boosting, Neural Networks, and Fuzzy Logic.
IEEE Geosci. Remote. Sens. Lett., 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
Automated rock recognition with wavelet feature space projection and Gaussian Process classification.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010
2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
2007
IEICE Trans. Inf. Syst., 2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Prediction of Sweetness and Nitrogen Content in Soybean Crops from High Resolution Hyperspectral Imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006