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Tensor Voting A Perceptual Organization Approach to Computer Vision and Machine Learning /

This lecture presents research on a general framework for perceptual organization that was conducted mainly at the Institute for Robotics and Intelligent Systems of the University of Southern California. It is not written as a historical recount of the work, since the sequence of the presentation is...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Mordohai, Philippos (Autor), Medioni, Gérard (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Synthesis Lectures on Image, Video, and Multimedia Processing,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Introduction
  • Tensor Voting
  • Stereo Vision from a Perceptual Organization Perspective
  • Tensor Voting in ND
  • Dimensionality Estimation, Manifold Learning and Function Approximation
  • Boundary Inference
  • Figure Completion
  • Conclusions.