Our Research

Current Projects

Dense Labeling of Remote Sensing Images in the Wild

Dense Labeling of Remote Sensing Images in the Wild

This project address the challenges for the effective use of supervised learning in dense pixel ...
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 ...
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 ...
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

AI4EO for good -- our recent work @Zhu_XLab @ai4eo_de on #global urban local #climate zones classification by #AI4EO, which reveals the first time detailed #morphology of #urban agglomerations across the globe and quantifies a #globalinequality in population density.

3

Last month, PATREO members gave the tutorial “Machine Learning Bias in Computer Vision: Why do I have to care?”
highlighting several forms of bias in Computer Vision algorithms, their social impact and possible solutions.
Check it out here: https://bit.ly/3qSK86w

Na próxima quinta-feira (21/10) o prof. Jefersson estará no "VII Seminário Internacional sobre Análise de Dados na Administração Pública" falando do trabalho realizado no @PATREO_UFMG sobre monitoramento ambiental desenvolvido em parceria com TCU/OLACEFS.
https://bit.ly/3aRSLoD

Load More...
Top