finelybook
Biological and Computer Vision
by 作者: Gabriel Kreiman
Publisher Finelybook 出版社: Cambridge University Press (February 4,2021)
Language 语言: English
pages 页数: 274 pages
ISBN-10 书号: 1108705006
ISBN-13 书号: 9781108705004
Book Description
Imagine a world where machines can see and understand the world the way humans do. Rapid progress in artificial intelligence has led to smartphones that recognize faces,cars that detect pedestrians,and algorithms that suggest diagnoses from clinical images,among many other applications. The success of computer vision is founded on a deep understanding of the neural circuits in the brain responsible for visual processing. This book introduces the neuroscientific study of neuronal computations in visual cortex alongside of the psychological understanding of visual cognition and the burgeoning field of biologically-inspired artificial intelligence. Topics include the neurophysiological investigation of visual cortex,visual illusions,visual disorders,deep convolutional neural networks,machine learning,and generative adversarial networks among others. It is an ideal resource for students and researchers looking to build bridges across different approaches to studying and developing visual systems.
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