Maciel Zortea

Orcid: 0000-0002-9758-5273

According to our database1, Maciel Zortea authored at least 32 papers between 2004 and 2023.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Flood Mapping Using Sentinel-1 Images and Lightweight U-Nets Trained on Synthesized Events.
IEEE Geosci. Remote. Sens. Lett., 2023

Comparison of Biome-Specific AI Models to Estimate Biomass.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Detection of methane plumes using Sentinel-2 satellite images and deep neural networks trained on synthetically created label data.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Learning Geometric Features for Improving the Automatic Detection of Citrus Plantation Rows in UAV Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Surface Water Mapping in Sentinel-1 Images: A Probabilistic Approach Combining Classic Detection Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Geostatistical Learning: Challenges and Opportunities.
Frontiers Appl. Math. Stat., 2021

Fast-Slow Streamflow Model Using Mass-Conserving LSTM.
CoRR, 2021

Hindcast of Soil Moisture Using SMAP, Land Surface Model Output Data, and Regression Methods.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2019
Dictionaries of deep features for land-use scene classification of very high spatial resolution images.
Pattern Recognit., 2019

2018
Classify-normalize-classify - A novel data-driven framework for classifying forest pixels in remote sensing imagery.
Earth Sci. Informatics, 2018

Oil-Palm Tree Detection in Aerial Images Combining Deep Learning Classifiers.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
A simple weighted thresholding method for the segmentation of pigmented skin lesions in macroscopic images.
Pattern Recognit., 2017

2015
A supervised Bayesian approach for simultaneous segmentation and classification.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists.
Artif. Intell. Medicine, 2014

A statistical approach for simultaneous segmentation and classification.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

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

2012
Automated Extraction of Image-Based Endmember Bundles for Improved Spectral Unmixing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012

2011
On the Impact of Lossy Compression on Hyperspectral Image Classification and Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2011

Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.
IEEE Geosci. Remote. Sens. Lett., 2011

Automatic Segmentation of Dermoscopic Images by Iterative Classification.
Int. J. Biomed. Imaging, 2011

Noise-robust spatial preprocessing prior to endmember extraction from hyperspectral data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2010
Spectral-textural endmember extraction.
Proceedings of the 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2010

Spatial-spectral endmember extraction from remotely sensed hyperspectral images using the watershed transformation.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

2009
Spatial Preprocessing for Endmember Extraction.
IEEE Trans. Geosci. Remote. Sens., 2009

A Quantitative and Comparative Analysis of Different Implementations of N-FINDR: A Fast Endmember Extraction Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2009

On the incorporation of spatial information to endmember extraction: Survey and algorithm comparison.
Proceedings of the First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2009

Analysis of Different Strategies for Incorporating Spatial Information in the Design of Endmember Extraction Algorithms from Hyperspectral Data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2007
Feature Extraction in Remote Sensing High-Dimensional Image Data.
IEEE Geosci. Remote. Sens. Lett., 2007

A SVM ensemble approach for spectral-contextual classification of optical high spatial resolution imagery.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006
Land Surface Temperature Estimation from Passive Satellite Images using Support Vector Machines.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006

2004
Experiments on feature extraction in remotely sensed hyperspectral image data.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


  Loading...