TY - BOOK ID - 85687173 TI - Biological and computer vision : biological and computer vision PY - 2021 SN - 1108649998 1108759262 1316999246 1108483437 PB - Cambridge : Cambridge University Press, DB - UniCat KW - Computer vision. KW - Vision. KW - Eyesight KW - Seeing KW - Sight KW - Senses and sensation KW - Blindfolds KW - Eye KW - Physiological optics KW - Machine vision KW - Vision, Computer KW - Artificial intelligence KW - Image processing KW - Pattern recognition systems UR - https://www.unicat.be/uniCat?func=search&query=sysid:85687173 AB - 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. ER -