Computer vision from surfaces to 3D objects

"The typical computational approach to object understanding derives shape information from the 2D outline of the objects. For complex object structures, however, such a planar approach cannot determine object shape; the structural edges have to be encoded in terms of their full 3D spatial confi...

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Detalles Bibliográficos
Otros Autores: Tyler, Christopher W. (-)
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton, Fla. : Chapman and Hall/CRC 2010.
Edición:1st ed
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009634706906719
Tabla de Contenidos:
  • Front Cover; Table of Contents; Introduction: The Role of Midlevel Surface Representation in 3D Object Encoding; Contributors; Chapter 1: Scene Statistics and 3D Surface Perception; Chapter 2: Active Segmentation: A New Approach; Chapter 3: Mechanisms for Propagating Surface Information in 3D Reconstruction; Chapter 4: 3D Surface Representation Using Ricci Flow; Chapter 5: Cue Interpretation and Propagation : Flat versus Nonflat Visual Surfaces; Chapter 6: Symmetry, Shape, Surfaces, and Objects; Chapter 7: Noncommutative Field Theory in the Visual Cortex
  • Chapter 8: Contour-, Surface-, and Object-Related Coding in the Visual CortexChapter 9: Visual Surface Encoding : A Neuroanalytic Approach; Chapter 10: 3D and Spatiotemporal Interpolation in Object and Surface Formation; Chapter 11: The Perceptual Representation of 3D Shape; References; Back Cover