Andrews Cordolino Sobral
Présentation
Ph.D. on Computer Vision and Machine Learning at University of La Rochelle (L3I/MIA), France.
Fields of interest: Computer Vision, Machine Learning and Pattern Recognition.
Publications
Publications
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Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale DatasetComputer Science Review, 2017, 23, pp.1-71. ⟨10.1016/j.cosrev.2016.11.001⟩ |
Matrix and tensor completion algorithms for background model initialization: A comparative evaluationPattern Recognition Letters, 2017, 96, pp.22-33. ⟨10.1016/j.patrec.2016.12.019⟩ |
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Human Pose Estimation from Monocular Images: A Comprehensive SurveySensors, 2016, 16 (12), ⟨10.3390/s16121966⟩ |
LRSLibrary: Low-Rank and Sparse tools for Background Modeling and Subtraction in VideosCRC Press, Taylor and Francis Group. Handbook on "Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing", , 2016 |
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BGS Library: A Library Framework for Algorithm’s Evaluation in Foreground/Background SegmentationHandbook on "Background Modeling and Foreground Detection for Video Surveillance", Chapter 23, , 2014, 9781482205374 |
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Robust Low-Rank and Sparse Decomposition for Moving Object Detection: from Matrices to TensorsComputer Vision and Pattern Recognition [cs.CV]. Université de La Rochelle, 2017. English. ⟨NNT : ⟩ |