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Temporal-and spatial-driven video summarization using optimum-path forest
(Proceedings - 2016 29th SIBGRAPI Conference on Graphics, Patterns and Images, SIBGRAPI 2016, 2017-01-10) [Trabalho apresentado em evento]
Video summarization aims at generating reduced representations for fast and effective video retrieval and classification. In this paper, we cope with such problem by proposing a temporal-and spatial-driven approach that ...
Parkinson's Disease Identification through Deep Optimum-Path Forest Clustering
(Proceedings - 30th Conference on Graphics, Patterns and Images, SIBGRAPI 2017, 2017-11-03) [Trabalho apresentado em evento]
Approximately 50,000 to 60,000 new cases of Parkinson's disease (PD) are diagnosed yearly. Despite being non-lethal, PD shortens life expectancy of the ones affected with such disease. As such, researchers from different ...