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Making a machine that sees like us

Author: Zygmunt Pizlo
Publisher: Oxford : Oxford University Press, [2014]
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"Making a Machine That Sees Like Us explains why and how our visual perceptions can provide us with an accurate representation of the external world. Along the way, it tells the story of a machine (a computational model) built by the authors that solves the computationally difficult problem of seeing the way humans do. This accomplishment required a radical paradigm shift - one that challenged preconceptions about  Read more...
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Document Type: Book
All Authors / Contributors: Zygmunt Pizlo
ISBN: 9780199922543 0199922543
OCLC Number: 863194873
Description: xi, 244 pages : illustrations ; 24 cm
Contents: 1. How the Stage Was Set When We Began --
2. How This All Got Started --
3. Symmetry in Vision, Inside and Outside of the Laboratory --
4. Using Symmetry Is Not Simple --
5. A Second View Makes 3D Shape Perception Perfect --
6. Figure-Ground Organization, which Breaks Camouflage in Everyday Life, Permits the Veridical Recovery of a 3D Scene --
7. What Made This Possible and What Comes Next?
Responsibility: Zygmunt Pizlo, Yunfeng Li, Tadamasa Sawada, and Robert M. Steinman.

Abstract:

Making a Machine That Sees Like Us explains why and how our visual perceptions can provide us with an accurate representation of the world 'out there.' Along the way, it tells the story of a machine  Read more...

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'Making a Machine That Sees Like Us is an important book for anyone with an interest in machine vision for it offers a bottom-up approach to object perception that incorporates a priori contraints Read more...

 
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