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Tag Archives: Otávio Penatti
Kuaa: A unified framework for design, deployment, execution, and recommendation of ML experiments
Several libraries and machine-learning frameworks have been proposed in the literature to support users in the process of defining the most appropriate methods for their applications. However, many frameworks have limitations including the lack of flexibility to include novel proposed … Continue reading
Nearest neighbors distance ratio open-set classifier
We are very glad to announce that our paper entitled “Nearest neighbors distance ratio open-set classifier” has been accepted in the very prestigious Springer Machine Learning journal. In this work, the authors propose a novel multiclass classifier for open-set recognition … Continue reading
Posted in blog, publications, science
Tagged Anderson Rocha, Bernardo Stein, Daniel Pazinato, machine learning, Nearest neighbors distance ratio, Nearest-Neighbor, open set recognition, Open-set evaluation measures, Open-Set NN, OSNN, Otávio Penatti, Pedro Mendes Júnior, Rafael Werneck, Ricardo Torres, Roberto Medeiros de Souza, Waldir Almeida
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RECOD paper has been selected to compose the 2015 list of honored papers in the Computers in Biology and Medicine journal
We are very happy to announce that our paper “Mid-level image representations for real-time heart view plane classification of echocardiograms” has been selected to compose the 2015 list of honored papers in the Computers in Biology and Medicine journal. The … Continue reading
Posted in awards, blog
Tagged 2015, Anderson Rocha, award, Bernardo Stein, Computers in Biology and Medicine, Daniel Pazinato, echocardiograms, Esteemed Paper, honored papers, mid-level image representations, Otávio Penatti, Pedro Mendes Júnior, Rafael Werneck, Ricardo Torres, Waldir Almeida
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Article is the second most cited in JVCI
The number of citations is one good metric, although not the only one, to evaluate the quality of a published research paper. We are very happy to highlight that our article, entitled “Comparative study of global color and texture descriptors … Continue reading
Posted in awards, blog
Tagged Eduardo Valle, JVCI, Otávio Penatti, Ricardo Torres, Second most cited
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RECOD partnership with Samsung on the news
Recent news published at Inova Unicamp (in Portuguese) highlights the efforts of RECOD towards the development of two systems: an echocardiogram image classifier, which is suitable for use in real-time setups; and an open-set classifier capable of dealing with multi-class … Continue reading
Posted in blog, media
Tagged Anderson Rocha, echocardiogram image classifier, Inova, news, open-set classifier, Otávio Penatti, Pedro Mendes Jr., Samsung
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Mid-level image representations for real-time heart view plane classification of echocardiograms
Bag of visual words is common technique used in by the computer vision community in visual recognition problems. In this paper, the authors explored it in a mid-level image representation for real-time heart view plane classification of 2D echocardiogram ultrasound … Continue reading
Posted in blog, publications, science
Tagged Anderson Rocha, Bernardo Stein, Computers in Biology and Medicine, Daniel Pazinato, Echocardiography, Elsevier, Feature extraction, Image classification, Otávio Penatti, Pattern analysis, Pedro Mendes Júnior, Rafael Werneck, Real-time systems, Ricardo Torres, Waldir Almeida
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Paper on Echocardiography accepted at Elsevier Journal of Computers in Biology and Medicine
RECOD research group had a paper accepted on Elsevier Journal of Computers in Biology and Medicine. The paper is one of the results of a partnership of RECOD and SAMSUNG Advanced Technologies Group. Echocardiography plays an important role aiding cardiologists … Continue reading
RECOD comes on top at MediaEval 2014 placing task competition
In the Placing Task of MediaEval 2014, amongst the 7 participating teams, RECOD was ranked 3rd for 10m-precision, and ranked 1st for 100m-precision. RECOD also got a distinctive mention for employing the most diverse multimodal feature set, which included motion. RECOD strategy was … Continue reading
Workshop on Vision-based Human Activity Recognition Accepted on Sibgrapi 2014
Great news : our workshop proposal has been accepted on SIBGRAPI 2014 — the XXVII Sibgrapi Conference on Graphics, Patterns and Images, to be held on August 27–30 in Rio de Janeiro, RJ. The Organizing Committee is formed by Drs. … Continue reading
RECOD — Reasoning for Complex Data 