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Inverse problems in vision and 3D tomography

The concept of an inverse problem is a familiar one to most scientists and engineers, particularly in the field of signal and image processing, imaging systems (medical, geophysical, industrial non-destructive testing, etc.) and computer vision. In imaging systems, the aim is not just to estimate un...

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Detalles Bibliográficos
Autor principal: Mohamad-Djafari, Ali
Lenguaje:eng
Publicado: Wiley-ISTE 2013
Materias:
Acceso en línea:https://dx.doi.org/10.1002/9781118603864
http://cds.cern.ch/record/1616785
Descripción
Sumario:The concept of an inverse problem is a familiar one to most scientists and engineers, particularly in the field of signal and image processing, imaging systems (medical, geophysical, industrial non-destructive testing, etc.) and computer vision. In imaging systems, the aim is not just to estimate unobserved images, but also their geometric characteristics from observed quantities that are linked to these unobserved quantities through the forward problem. This book focuses on imagery and vision problems that can be clearly written in terms of an inverse problem where an estimate for the image a