A variational approach to multi-modal image matching

作者: C. Chefd'Hotel , G. Hermosillo , O. Faugeras

DOI: 10.1109/VLSM.2001.938877

关键词: Nonparametric statisticsModalRegularization (mathematics)Image registrationPattern recognitionOptical flowMathematicsCorrelation ratioMutual informationMaximizationArtificial intelligence

摘要: We address the problem of nonparametric multi-modal image matching. propose a generic framework which relies on global variational formulation and show its versatility through three different registration methods: supervised by joint intensity learning, maximization mutual information correlation ratio. Regularization is performed using functional borrowed from linear elasticity theory. also consider geometry-driven regularization method. Experiments synthetic images preliminary results realignment MRI datasets are presented.

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