Making a Machine That Sees Like Us

Making a Machine That Sees Like Us by Zygmunt Pizlo

Title: Making a Machine That Sees Like Us
Author: Zygmunt Pizlo
ISBN10: 0199922543
ISBN13: 978-0199922543
Publisher: Oxford University Press; 1 edition (May 7, 2014)
Language: English
Subcategory: Social Sciences
Size PDF: 1272 kb
Size Fb2: 1474 kb
Rating: 4.9/5
Votes: 479
Pages: 256 pages
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Making a Machine That Sees Like Us by Zygmunt Pizlo


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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 visual perception and tested the limits of human behavior-modeling for practical application.The text balances scientific sophistication and compelling storytelling, making it accessible to both technical and general readers. Online demonstrations and references to the authors' previously published papers detail how the machine was developed and what drove the ideas needed to make it work. The authors contextualize their new theory of shape perception by highlighting criticisms and opposing theories, offering readers a fascinating account not only of their revolutionary results, but of the scientific process that guided the way.