Learnable Descent Algorithm for Nonsmooth Nonconvex Image Reconstruction
Yunmei Chen, Hongcheng Liu, Xiaojing Ye, Qingchao Zhang
Abstract
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 16 July 2020Accepted: 13 July 2021Published online: 21 October 2021Keywordsimage reconstruction, nonconvex nonsmooth optimization, learnable optimization algorithm, deep learningAMS Subject Headings90C26, 65K05, 65K10, 68U10Publication DataISSN (online): 1936-4954Publisher: Society for Industrial and Applied MathematicsCODEN: sjisbi
Topics & Concepts
Descent (aeronautics)Optimization algorithmMathematical optimizationArtificial intelligenceMathematicsOptimization problemImage (mathematics)Subject (documents)Gradient descentIterative reconstructionAlgorithmComputer scienceComputer visionGeographyArtificial neural networkMeteorologyLibrary scienceSparse and Compressive Sensing TechniquesMedical Image Segmentation TechniquesImage and Signal Denoising Methods