Consuelo Gonzalo-Martin
Also known as: Chelo, Consuelo Gonzalo, C. Gonzalo, Conseulo Gonzalo
Research areas: Computer Science · Computer Vision and Pattern Recognition · Remote-Sensing Image Classification · Advanced Image Fusion Techniques · Satellite Image Processing and Photogrammetry
0000-0002-0804-9293
About
Consuelo Gonzalo Martín received the B.A degree from the Salamanca University and the Ph.D from the Complutense University of Madrid, both in Physics, in 1986 and 1989 respectively. Since 1993 Assistant Professor at the Department of Architecture and Technology of Computers in the Computer School (Universidad Politécnica de Madrid). Her main research areas are image processing, based on pixels and objects, and artificial neural networks for application in Remote Sensing, Medical Images and Face Recognition. In particular, she has worked in the development of different algorithms for optical image fusion and ART and SOM artificial neural networks. Since September 2012, she is member of the MIDAS (Data Mining and Simulation) research group at the Center for Biomedical Technology of the UPM, where she is involved in research&development projects for text and image mining in the health care domain. As a result of her research she has directed more than 12 financed research projects and participated in around 15 more; coauthor of 25 international journal publications, most of them with high impact factor in the Remote Sensing area as the International Journal of Remote Sensing or the Canadian Journal of Remote Sensing between others and has participated 40 international congresses.
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Publications (127)
- Clinical-MIRF: Multimodal Information Retrieval and Fusion in Clinical Workflows Save
- High-Resolution Mapping of Forest Vegetation Types Using Multiplatform Imagery and Advanced Classification Techniques Save
- Cartografía forestal mediante datos multiespectrales de alta resolución y técnicas avanzadas de clasificación Save
- Clasificación de cubiertas forestales en la isla de La Palma mediante series temporales Sentinel-2 y Transformers Save
- Multisource Topographic-Enhanced Cloud Removal for Remote Sensing in Mountainous Landscapes Save
- Socio-Hydrological Agent-Based Modeling as a Framework for Analyzing Conflicts Within Water User Organizations Save
- Agent-Based Modeling for Identifying Water Conflicts in Farmer Water User Organizations: A Socio-Hydrological Approach Save
- Socio-Hydrological Agent-Based Modeling as a Framework for Analyzing Conflicts within Water User Organizations Save
- Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data Save
- Adjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images Save
- A Methodology to Automatically Segment 3D Ultrasonic Data Using X-ray Computed Tomography and a Convolutional Neural Network Save
- Parameter adaptive unit-linking pulse coupled neural network based MRI–PET/SPECT image fusion Save
- Early Estimation of Tomato Yield by Decision Tree Ensembles Save
- Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection Save
- Automatic detection of pneumonia in chest X-ray images using textural features Save
- Textural features for automatic detection and categorisation of pneumonia in chest X-ray images Save
- Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration Save
- Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems Save
- Improving deep learning sorghum head detection through test time augmentation Save
- A satellite-based ex post analysis of water management in a blueberry orchard Save