Handbook of Mathematical Models in Computer Vision PDF
By:Nikos Paragios,Yunmei Chen,Olivier D. Faugeras
Published on 2006-01-16 by Springer Science & Business Media
Abstract Biological vision is a rather fascinating domain of research. Scientists of various origins like biology, medicine, neurophysiology, engineering, math ematics, etc. aim to understand the processes leading to visual perception process and at reproducing such systems. Understanding the environment is most of the time done through visual perception which appears to be one of the most fundamental sensory abilities in humans and therefore a significant amount of research effort has been dedicated towards modelling and repro ducing human visual abilities. Mathematical methods play a central role in this endeavour. Introduction David Marr's theory v^as a pioneering step tov^ards understanding visual percep tion. In his view human vision was based on a complete surface reconstruction of the environment that was then used to address visual subtasks. This approach was proven to be insufficient by neuro-biologists and complementary ideas from statistical pattern recognition and artificial intelligence were introduced to bet ter address the visual perception problem. In this framework visual perception is represented by a set of actions and rules connecting these actions. The emerg ing concept of active vision consists of a selective visual perception paradigm that is basically equivalent to recovering from the environment the minimal piece information required to address a particular task of interest.
This Book was ranked at 27 by Google Books for keyword medical imaging computer science.
Book ID of Handbook of Mathematical Models in Computer Vision's Books is pPSK7_9R4IsC, Book which was written byNikos Paragios,Yunmei Chen,Olivier D. Faugerashave ETAG "7ye7ORwvjbM"
Book which was published by Springer Science & Business Media since 2006-01-16 have ISBNs, ISBN 13 Code is 9780387288314 and ISBN 10 Code is 0387288317
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