Consuelo Gonzalo-Martin

Full Professor

Universidad Politécnica de Madrid

Spain

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About

Consuelo Gonzalo-Martin is a Full Professor at Universidad Politécnica de Madrid in Spain. Her research areas encompass remote sensing, hydrology, machine learning applications in medical imaging, and agricultural yield estimation. Recent publications include topics such as cloud removal for remote sensing, socio-hydrological modeling, and automatic detection methods in medical diagnostics.

Articles (14)

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2025

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2020

Collaborators (5)

Marcelo Somos-Valenzuela

Assistant Professor

Baylor University

UNITED STATES

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Javier Marcello

Universidad de Las Palmas de Gran Canaria

SPAIN

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Carlo Sansone

University of Naples Federico II

ITALY

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Dionisio Rodríguez-Esparragón

Universidad de Las Palmas de Gran Canaria

SPAIN

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Angel Garcia-Pedrero

Assistant Professor

Universidad Politécnica de Madrid

SPAIN

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Consuelo Gonzalo-Martin

Research Interests

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Articles (14)

Multisource Topographic-Enhanced Cloud Removal for Remote Sensing in Mountainous Landscapes

Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data

Adjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images

Socio-Hydrological Agent-Based Modeling as a Framework for Analyzing Conflicts Within Water User Organizations

A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network

Parameter adaptive unit-linking pulse coupled neural network based MRI–PET/SPECT image fusion

Early Estimation of Tomato Yield by Decision Tree Ensembles

Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection

Automatic detection of pneumonia in chest X-ray images using textural features

Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration

Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems

Improving deep learning sorghum head detection through test time augmentation

A satellite-based ex post analysis of water management in a blueberry orchard

Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images

Collaborators (5)

Marcelo Somos-Valenzuela

Javier Marcello

Carlo Sansone

Dionisio Rodríguez-Esparragón

Angel Garcia-Pedrero

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