Search Results - "de O. Werneck, Rafael"

Exploiting ConvNet Diversity for Flooding Identification by Nogueira, Keiller, Fadel, Samuel G., Dourado, Icaro C., de O. Werneck, Rafael, Munoz, Javier A. V., Penatti, Otavio A. B., Calumby, Rodrigo T., Li, Lin Tzy, dos Santos, Jefersson A., Torres, Ricardo da S.

“…Flooding is the world's most costly type of natural disaster in terms of both economic losses and human causalities. A first and essential procedure toward…”
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Pixel-Level Tissue Classification for Ultrasound Images by Pazinato, Daniel V., Stein, Bernardo V., de Almeida, Waldir R., de O Werneck, Rafael, Mendes Junior, Pedro R., Penatti, Otavio A. B., Da S Torres, Ricardo, Menezes, Fabio H., Rocha, Anderson

“…Background: Pixel-level tissue classification for ultrasound images, commonly applied to carotid images, is usually based on defining thresholds for the…”
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Nearest neighbors distance ratio open-set classifier by Mendes Júnior, Pedro R., de Souza, Roberto M., Werneck, Rafael de O., Stein, Bernardo V., Pazinato, Daniel V., de Almeida, Waldir R., Penatti, Otávio A. B., Torres, Ricardo da S., Rocha, Anderson

“…In this paper, we propose a novel multiclass classifier for the open-set recognition scenario. This scenario is the one in which there are no a priori training…”
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Graph-Based Early-Fusion for Flood Detection by De O. Werneck, Rafael, Dourado, Icaro C., Fadel, Samuel G., Tabbone, Salvatore, Da S. Torres, Ricardo

“…Flooding is one of the most harmful natural disasters, as it poses danger to both buildings and human lives. Therefore, it is fundamental to monitor these…”
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Graph-based bag-of-words for classification by Silva, Fernanda B., Werneck, Rafael de O., Goldenstein, Siome, Tabbone, Salvatore, Torres, Ricardo da S.

“…•A graph-based model to encode local structures of an object into graphs.•A bag-based framework to encode graphs into vectors.•Successful validation of the…”
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Mid-level image representations for real-time heart view plane classification of echocardiograms by Penatti, Otávio A.B, Werneck, Rafael de O, de Almeida, Waldir R, Stein, Bernardo V, Pazinato, Daniel V, Mendes Júnior, Pedro R, Torres, Ricardo da S, Rocha, Anderson

“…Abstract In this paper, we explore mid-level image representations for real-time heart view plane classification of 2D echocardiogram ultrasound images. The…”
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Exploiting ConvNet Diversity for Flooding Identification by Nogueira, Keiller, Fadel, Samuel G, Dourado, Ícaro C, Werneck, Rafael de O, Muñoz, Javier A. V, Penatti, Otávio A. B, Calumby, Rodrigo T, Li, Lin Tzy, Santos, Jefersson A. dos, Torres, Ricardo da S

“…Flooding is the world's most costly type of natural disaster in terms of both economic losses and human causalities. A first and essential procedure towards…”
Get full text