Our Research

Current Projects

Diagnosis Aid Using Chest X-Ray and Deep Learning

Diagnosis Aid Using Chest X-Ray and Deep Learning

The CADCOVID-19 project aims to develop an online system to assist in the diagnosis of COVID-19 ...
Pattern recognition using small annotated data sets

Pattern recognition using small annotated data sets

This project proposes the development of new approaches to deal with pattern recognition in ...
Deep Representations for Large-Scale Geo-Mapping

Deep Representations for Large-Scale Geo-Mapping

This project aims to address the problem of pattern recognition for the creation of thematic maps ...

Past Projects

AI Methodologies For  Environmental Monitoring

AI Methodologies For Environmental Monitoring

This research project aims to develop methodologies in the selection process of audit objects ...
Automatic Thematic Maps Using Multiple Sensors

Automatic Thematic Maps Using Multiple Sensors

Geographic Information Systems (GIS) are automated systems whose purpose is to store, analyze and ...
Artificial Intelligence Systems for External Control

Artificial Intelligence Systems for External Control

As políticas de proteção ambiental e climática requerem complexas estruturas de governança ...

Partners

Our team has conducted/participated in various consulting and R&D activities with companies and important public institutions. We have also wide experience in Continuing Education Programs (extension school) for industry professionals.

News

Instituto Serrapilheira financiará projeto do prof. Jefersson, coordenador do laboratório PATREO, por 3 anos.
Saiba mais: https://bit.ly/3eNg9Gl

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This week ICML 2021 hosted an interesting panel (https://bit.ly/3ydC2q9) discussing the challenges of Computer Vision for Earth Observation in contrast to close-range scenarios and why the current state-of-the-art CV techniques cannot be directly applied to remote sensing data.

We did it! I am very pleased our project was awarded by the @iserrapilheira with a Research Grant for the next three years: https://serrapilheira.org/ano/chamada-publica-n-4-2020-ciencia/

The whole @PATREO_UFMG team is looking forward to getting started! 🥳

#MachineLearning #RemoteSensing #Images #ComputerVision

🤩📢O Instituto Serrapilheira anuncia nesta quinta-feira, 15, os 12 jovens pesquisadores selecionados na 4ª chamada pública de apoio à ciência. Cada um receberá até R$ 700 mil para investir em seus projetos pelos próximos três anos. Saiba mais: https://serrapilheira.org/4a-chamada-publica-do-serrapilheira-apoiara-12-jovens-cientistas-com-ate-r-700-mil/

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