Search Results - "Menezes, Angelo G."

Sim-to-Real Transfer for Object Detection in Aerial Inspections of Transmission Towers by Peterlevitz, Augusto J., Chinelatto, Mateus A., Menezes, Angelo G., Motta, Cezanne A. M., Pereira, Guilherme A. B., Lopes, Gustavo L., Souza, Gustavo De M., Rodrigues, Juan, Godoy, Lilian C., Koller, Mario A. F. F., Cabral, Mateus O., Alves, Nicole E., Silva, Paulo H., Cherobin, Ricardo, Yamamoto, Roberto A. O., Silva, Ricardo D. Da

“…Training deep learning models for object detection usually requires a large amount of data, a condition that is not common for most real-world applications,…”
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Continual Object Detection: A review of definitions, strategies, and challenges by Menezes, Angelo G., de Moura, Gustavo, Alves, Cézanne, de Carvalho, André C.P.L.F.

“…The field of Continual Learning investigates the ability to learn consecutive tasks without losing performance on those previously learned. The efforts of…”
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Automatic Attendance Management System based on Deep One-Shot Learning by Menezes, Angelo G., Sa, Joao M. D. da C., Llapa, Eduardo, Estombelo-Montesco, Carlos A.

“…Due to the positive relationship between the presence of students in classes and their performance, student attendance assessment is considered essential…”
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Analysis and evaluation of Deep Learning based Super-Resolution algorithms to improve performance in Low-Resolution Face Recognition by Menezes, Angelo G

“…Surveillance scenarios are prone to several problems since they usually involve low-resolution footage, and there is no control of how far the subjects may be…”
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Efficient Parameter Mining and Freezing for Continual Object Detection by Menezes, Angelo G, Peterlevitz, Augusto J, Chinelatto, Mateus A, de Carvalho, André C. P. L. F

“…Continual Object Detection is essential for enabling intelligent agents to interact proactively with humans in real-world settings. While parameter-isolation…”
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Continual Object Detection: A review of definitions, strategies, and challenges by Menezes, Angelo G, de Moura, Gustavo, Alves, Cézanne, de Carvalho, André C. P. L. F

“…The field of Continual Learning investigates the ability to learn consecutive tasks without losing performance on those previously learned. Its focus has been…”
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Supervised Learning in the Context of Educational Data Mining to Avoid University Students Dropout by de O. Santos, Kelly J., Menezes, Angelo G., de Carvalho, Andre B., Montesco, Carlos A. E.

“…Educational data mining is a research field that looks for extracting useful information from large educational datasets. This area provides tools for…”
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