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- W1539327455 abstract "An application of semi-supervised learning ismade to the problem of person identification inlow quality webcam images. Using a set of imagesof ten people collected over a period of fourmonths, the person identification task is posedas a graph-based semi-supervised learning problem,where only a few training images are labeled.The importance of domain knowledgein graph construction is discussed, and experimentsare presented that clearly show the advantageof semi-supervised learning over standardsupervised learning. The data used in the studyis available to the research community to encouragefurther investigation of this problem." @default.
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- W1539327455 date "2005-01-01" @default.
- W1539327455 modified "2023-10-03" @default.
- W1539327455 title "Person Identification in Webcam Images: An Application of Semi-Supervised Learning" @default.
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- W1539327455 doi "https://doi.org/10.1184/r1/6608360.v1" @default.
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