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Front-end vision and multi-scale image analysis: multi-scale computer vision theory and applications, written in Mathematica

Front-End Vision and Multi-Scale Image Analysis is a tutorial in multi-scale methods for computer vision and image processing. It builds on the cross fertilization between human visual perception and multi-scale computer vision (`scale-space') theory and applications. The multi-scale strategies...

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Detalles Bibliográficos
Autor principal: Romeny, Bart M Haar
Lenguaje:eng
Publicado: Springer 2008
Materias:
Acceso en línea:http://cds.cern.ch/record/1568620
Descripción
Sumario:Front-End Vision and Multi-Scale Image Analysis is a tutorial in multi-scale methods for computer vision and image processing. It builds on the cross fertilization between human visual perception and multi-scale computer vision (`scale-space') theory and applications. The multi-scale strategies recognized in the first stages of the human visual system are carefully examined, and taken as inspiration for the many geometric methods discussed. All chapters are written in Mathematica, a spectacular high-level language for symbolic and numerical manipulations. The book presents a new and effective