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Download Pattern Recognition by Humans and Machines: Visual Perception (Volume 2) djvu

Download Pattern Recognition by Humans and Machines: Visual Perception (Volume 2) djvu

by Eileen C. Schwab

Author: Eileen C. Schwab
Subcategory: Social Sciences
Language: English
Publisher: Academic Press (January 28, 1986)
Pages: 260 pages
Category: Politics
Rating: 4.5
Other formats: lit rtf azw doc

The book discusses visual form perception, figure-ground organization, and the spatial and temporal responses of the visual system; eye movements; and visual pattern perception. The text also describes a computer vision model based on psychophysical experiments; perspectives from brain theory and artificial intelligence; and the capacity to extract shape properties and spatial relations among objects and objects' parts.

See all supported devices. This book focuses on several fundamental problems of pattern recognition in speech perception and visual form perception. Similar books to Pattern Recognition by Humans and Machines: Visual Perception (Academic Press Series in Cognition & Perception). Find your next great read with Kindle Unlimited. Organized into seven chapters, this volume begins with an overview of some of the basic theoretical questions in speech perception.

The book discusses visual form perception, figure-ground organization, and the spatial and temporal responses of the visual system; eye movements; and visual pattern perception.

No previous knowledge of pattern recognition or machine learning concepts is assumed. Familiarity with multivariate calculus and basic linear algebra is required, and some experience in the use of probabilities would be helpful though not essential as the book includes a self-contained introduction to basic probability theory. The book is suitable for courses on machine learning, statistics, computer science, signal processing, computer vision, data mining, and bioinformatics.

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oceedings{Schwab1986PatternRB, title {Pattern recognition by humans and machines}, author {Eileen C. Schwab and Howard C. Nusbaum}, year {1986} }. Eileen C. Schwab, Howard C. Nusbaum.

By: Schwab, Eileen C. Contributor(s): Nushaum, Howard . Indian Institute of Technology, Kanpur. Total holds: 0. Contents : . Speech Perception - . Visual Perception. Contributor(s): Nushaum, Howard C. Material type: BookSeries: Academic Press Series In Cognition And Perception. Publisher: Orlando Academic Pr. 1986Description: . ubject(s): Pattern Recognition Systems Pattern PerceptionDDC classification: 00. 34 P277. Tags from this library: No tags from this library for this title. 00. 34 P277 (Browse shelf).

Pattern recognition is the automated recognition of patterns and regularities in data. Pattern recognition is closely related to artificial intelligence and machine learning, together with applications such as data mining and knowledge discovery in databases (KDD), and is often used interchangeably with these terms.

Pattern Recogni- tion by Humans and Machines, Vol. 2. Academic Press . Academic Press, New York, 1986, xiii + 245 PP.