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We solve the STAR model by an alternating optimization algorithm. Each sub-problem is transformed into a vectorized least squares regression, with closed-form solutions. Comprehensive experiments on commonly tested datasets demonstrate that, the proposed STAR model produce better quantitative and qualitative performance than previous competing methods, on illumination and reflectance decomposition, low-light image enhancement, and color correction. The code is publicly available at https//github.com/csjunxu/STAR.Sparse coding has achiev

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Although research has shown that centenarians tend to experience shorter periods of serious illness compared with other age groups, few studies have focused on the medical expenditures of centenarians as a potential indicator of the scale of medical resources used in their last year of life. To compare Japanese centenarians' and noncentenarians' monthly medical expenditures during the year before death according to age and sex. This retrospective cohort study used linked national health and long-term care insurance data collected from