欢迎来到天天文库
浏览记录
ID:32146598
大小:12.61 MB
页数:59页
时间:2019-01-31
《基于多核学习的图像超分辨重建》由会员上传分享,免费在线阅读,更多相关内容在学术论文-天天文库。
1、ContentChapter】lIntroduction..................................11.1ResearchBackgroundandSignificance⋯⋯⋯⋯⋯⋯⋯.11.2ResearchStatusintheDomesticandOverseas⋯⋯⋯⋯..21.2.1Interp01ationBasedSuper—resolution.⋯....⋯⋯.⋯41.2.2ReconstructionBasedSuper—resolution.....⋯⋯..⋯.51.2.3Example—basedSuper—r
2、esolution⋯⋯..................81.3MainContributionofThisPaper⋯⋯⋯⋯⋯⋯⋯⋯..101.4StructureofThisPaper⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯11Chapter2TheRelevantBackground.......................132.1TheRegressionTheory⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯..132.1.1IntroductionofRegressionModel⋯........⋯⋯⋯.142.1.2EstimationofParametricRegressi
3、onModel.⋯⋯.⋯.152.2Multi—kernelTheory⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯.162.3ConstructionofTrainingSet⋯⋯⋯⋯⋯⋯⋯⋯⋯..192.4ImageQualityEvaluation⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯..202.4.1SubjectiveEvaluation⋯⋯..⋯.⋯⋯....⋯⋯....212.4.2ObjectiveEvaluation⋯⋯...⋯.⋯.⋯...⋯⋯....222.4.3IntroductiontoTestingSet..⋯.⋯⋯⋯..⋯⋯...22Chapter3Super——re
4、solutionBasedonSparseKernelRegression.......................................................:243.1ModelingofImageSuper—resolutionbasedonregression⋯243.2Algorithm⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯..253.3ExperimentalResultandAnalysis⋯⋯⋯⋯⋯⋯⋯⋯.303.3.1ExperimentalEnvironment⋯.⋯⋯⋯......⋯⋯⋯.303.3.2ToyProblem
5、⋯.⋯..⋯⋯..⋯.⋯⋯......⋯⋯...303.3.3ReconstructedImageComparison⋯.⋯⋯⋯...⋯....313.4Summary.................................................3(;Chapter4Super——resolutionBasedonCombinedKernelRegression.......................................................374.1Algorithm⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯..374.2
6、ExperimentalResultandAnalysis⋯⋯⋯⋯⋯⋯⋯⋯.394.3Summary⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯.40Chapter5Super——resolutionBasedonMulti——kernelRegression.......................................................415.1FrameworkofMulti—kernelLearning⋯⋯⋯⋯⋯⋯⋯..415.2Algorithm⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯..435.3ExperimentalResultandAn
7、alysis⋯⋯⋯⋯⋯⋯⋯⋯.465.3.1ToyProblem..⋯⋯..⋯..⋯⋯...⋯⋯.⋯⋯.....465.3.2ReconstuctedImageComparison.⋯.....⋯..⋯⋯⋯.47Chapter6ConclusionandProspect⋯⋯⋯⋯⋯⋯⋯..556.1Conclusion⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯⋯.556.2ProspectoftheFollowingWork⋯⋯⋯⋯⋯⋯⋯⋯⋯56References.............................................57Scientifi
8、cResearchActivities
此文档下载收益归作者所有