Towards better exploiting convolutional neural networks for remote sensing scene classification von Nogueira, Keiller, Penatti, Otávio A.B., dos Santos, Jefersson A.

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Nearest neighbors distance ratio open-set classifier von 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

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Visual word spatial arrangement for image retrieval and classification von Penatti, Otávio A.B., Silva, Fernanda B., Valle, Eduardo, Gouet-Brunet, Valerie, Torres, Ricardo da S.

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Detection of Fragmented Rectangular Enclosures in Very High Resolution Remote Sensing Images von Zingman, Igor, Saupe, Dietmar, Penatti, Otavio A. B., Lambers, Karsten

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Comparative study of global color and texture descriptors for web image retrieval von Penatti, Otávio A.B., Valle, Eduardo, Torres, Ricardo da S.

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MIMIC-BP: A curated dataset for blood pressure estimation von Sanches, Ivandro, Gomes, Victor V., Caetano, Carlos, Cabrera, Lizeth S. B., Cene, Vinicius H., Beltrame, Thomas, Lee, Wonkyu, Baek, Sanghyun, Penatti, Otávio A. B.

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Mid-level image representations for real-time heart view plane classification of echocardiograms von 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

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Pixel-Level Tissue Classification for Ultrasound Images von 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

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Exploiting ConvNet Diversity for Flooding Identification von 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.

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Learning to Estimate Heart Rate From Accelerometer and User's Demographics During Physical Exercises von Pacheco, Andre G. C., Cabello, Frank A. C., Rodrigues, Paula G., Miraldo, Desiree C., Fioravanti, Vanessa B. O., Lima, Rafael G., Pinto, Paula R., Fonoff, Adriana M. O., Penatti, Otavio A. B.

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Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations von Silva, Fernanda B., Uribe, Luisa F.S., Cepeda, Felipe X., Alquati, Vitor F.S., Guimarães, João P.S., Silva, Yuri G.A., Santos, Orlem L. dos, de Oliveira, Alberto A., de Aguiar, Gabriel H.M., Andersen, Monica L., Tufik, Sergio, Lee, Wonkyu, Li, Lin Tzy, Penatti, Otávio A.

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TWM: A framework for creating highly compressible videos targeted to computer vision tasks von Andaló, Fernanda A., Penatti, Otávio A.B., Testoni, Vanessa

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Unsupervised manifold learning using Reciprocal kNN Graphs in image re-ranking and rank aggregation tasks von Guimarães Pedronette, Daniel Carlos, Penatti, Otávio A.B., da S. Torres, Ricardo

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A rank aggregation framework for video multimodal geocoding von Li, Lin Tzy, Pedronette, Daniel Carlos Guimarães, Almeida, Jurandy, Penatti, Otávio A. B., Calumby, Rodrigo Tripodi, Torres, Ricardo da Silva

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Machine learning framework for Inter-Beat Interval estimation using wearable Photoplethysmography sensors von Fioravanti, Vanessa B.O., Freitas, Pedro Garcia, Rodrigues, Paula G., de Lima, Rafael G., Lucafo, Giovani D., Cabello, Frank C., Seidel, Ismael, Penatti, Otávio A.B.

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Kuaa: A unified framework for design, deployment, execution, and recommendation of machine learning experiments von Werneck, Rafael de Oliveira, de Almeida, Waldir Rodrigues, Stein, Bernardo Vecchia, Pazinato, Daniel Vatanabe, Júnior, Pedro Ribeiro Mendes, Penatti, Otávio Augusto Bizetto, Rocha, Anderson, Torres, Ricardo da Silva

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Unsupervised Manifold Learning for Video Genre Retrieval von Almeida, Jurandy, Pedronette, Daniel C. G., Penatti, Otávio A. B.

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Bag of Genres for Video Retrieval von Duarte, Leonardo A, Penatti, Otávio A B, Almeida, Jurandy

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Bag of Attributes for Video Event Retrieval von Duarte, Leonardo A, Penatti, Otávio A B, Almeida, Jurandy

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Correlation-Boosted Ensemble Local Patterns for Photoplethysmographic Signal Quality Classification von Lucafo, Giovani, Lima, Rafael, Sandoval, Italo, Albany, Luz, Penatti, Otavio

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