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Italos Estilon de Souza

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Journal Articles

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2022
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Italos Estilon de Souza, Caroline Lessio Cazarin, Maurício Roberto Veronez, Luiz Gonzaga, Alexandre Xavier Falcão:
User-Guided Data Expansion Modeling to Train Deep Neural Networks With Little Supervision. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)
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Italos Estilon de Souza, Alexandre Xavier Falcão:
Learning CNN Filters From User-Drawn Image Markers for Coconut-Tree Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022)

Conference and Workshop Papers

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2020
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Italos Estilon de Souza, Barbara Caroline Benato, Alexandre Xavier Falcão:
Feature Learning from Image Markers for Object Delineation. SIBGRAPI 2020: 116-123

Informal and Other Publications

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2020
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Italos Estilon de Souza, Alexandre Xavier Falcão:
Learning CNN filters from user-drawn image markers for coconut-tree image classification. CoRR abs/2008.03549 (2020)
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Barbara Caroline Benato, Italos Estilon de Souza, Felipe L. Galvão, Alexandre X. Falcão:
Convolutional Neural Networks from Image Markers. CoRR abs/2012.12108 (2020)

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