Symmetry in Optics and Vision Studies: A Data-Analytic Approach

ISBN-10: 1466583983
ISBN-13: 9781466583986
Category: Technology & Engineering
Pages: 192
Language: English
Published: 2019-11-27
Publisher: CRC Press
Authors: Vasudevan Lakshminarayanan, Marlos A.G. Viana

Description

This book presents an introduction to the foundations, interpretations, and data-analytic applications of symmetry studies with an emphasis on applications in optical sciences. Symmetry studies connect group theoretic and statistical methods for data summary and inference. Readers should have an understanding of calculus and linear algebra as well as introductory statistics. The book reviews finite group theory in the introductory chapters. Computational tools used in the text are available for download in the form of Mathmaticaâ notebooks or R scripts. This book: Demonstrates the usefulness of a unified view of algebra and symmetry studies to address data-analytic questions in optics and vision science Offers a brief review of finite group theory and elements of multivariate analysis Includes various examples from diverse areas of optical science

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