Tag Archives: Otávio Penatti

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

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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

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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

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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

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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

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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

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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

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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

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