Projects

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21 de September de 2017 / Ongoing Projects

Detection of abnormalities on mammographic images

Breast cancer is the most common type of cancer among women and is responsible for one of the largest mortality...
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15 de August de 2017 / Ongoing Projects

Geographical Mapping of Coffee Crops

Although new advances in machine learning have revolutionized Computer Vision in recent years for many applications, existing solutions have several...
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15 de August de 2017 / Ongoing Projects

Poverty Mapping in the State of Minas Gerais

The difficulty in obtaining municipal information, crucial to a focused and effective public planning, fosters the need to develop new...
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Research Topics

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15 de August de 2017 / Research Topics

Machine Learning

Our group is interested in the study and development of machine learning techniques mainly for classification, feature learning, active learning,...
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13 de September de 2017 / Research Topics

Remote Sensing

Geographic Information Systems (SIGs) are automated systems whose purpose is storing, analyze and manipulate geographic data. These systems help decision-making...
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21 de September de 2017 / Research Topics

Content-based Image Retrieval

Several applications, such as digital libraries, medicine, biodiversity information systems, deal with large image collections. Thus, it is essential to...
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