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
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
Symmetry has a central role in the study of vision. The concept of symmetry has an ancient origin in considerations of visual appearance; in modern times, abstracted and formalized into Group Theory,...
Frank Lloyd Wright confronted us with two challenges when he wrote of his buildings that certain "basic principles behind the effects" "give to them all such vitality, integrity, and magic as...
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