Multi-label learning with missing labels for image annotation and facial action unit recognition

作者: Baoyuan Wu , Siwei Lyu , Bao-Gang Hu , Qiang Ji

DOI: 10.1016/J.PATCOG.2015.01.022

关键词: Machine learningComputer sciencePattern recognitionAutomatic image annotationImage (mathematics)Consistency (database systems)Automatic label placementParametric statisticsArtificial intelligenceSet (abstract data type)Training setAction (philosophy)

摘要: … multi-label learning that explicitly handles missing labels. We train classifiers with the multi-label with missing labels (MLML) learning … the predicted labels and the provided labels as …

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