"Elements of the mathematical theory of visual perception" is a fascinating and in-depth study written by B. N. A goat that immerses the reader in a world where mathematics meets psychology and neuroscience. This book will be a real find for those who are interested not only in the theoretical aspects of perception, but also in the practical applications of this knowledge in various fields, such as artificial intelligence, design, psychology and even art. The author focuses on the question of how we perceive the world through visual images. Kozlov offers readers a unique view of visual perception, viewing it from a mathematical point of view. It explores how visual information is processed by our brains and how various factors, such as light, color, and shape, affect our perceptions. The book is filled with examples and illustrations that help to understand complex concepts and make the material available even to those who are not specialists in mathematics or psychology. This work will be of particular interest to undergraduate and graduate students studying psychology, neurobiology, as well as professionals in design and art. The book can attract the attention of readers who seek to understand how the human brain works and how this knowledge can be used for practical purposes. It will also be useful to educators and researchers involved in perception and cognitive science. The topics raised in the book cover a wide range of issues, from the basics of visual perception to the complex mathematical models that describe this process. Kozlov raises important questions about how our perceptions are formed and how they can be distorted, as well as how we can use this knowledge to improve our interaction with the world around us. The book examines aspects such as movement perception, color and shape perception, and the impact of context on visual perception. Style B. N. Kozlov is distinguished by clarity and accessibility, which makes complex mathematical concepts understandable to a wide audience. His approach to the presentation of the material combines scientific rigor and fascinating narrative, which allows the reader not only to assimilate information, but also to enjoy the reading process. Kozlov is also known for his other work in psychology and neuroscience, which adds additional value to his book. “Elements of the mathematical theory of visual perception” is not just a textbook, but a real find for anyone who wants to understand more deeply how our brain works and how we perceive the world. This book will be a great addition to the library for anyone interested in psychology, neuroscience, or just wanting to expand their knowledge of human perception. If you are looking for literature that combines scientific rigor and fascinating presentation, then work B. N. Goats should definitely take a place on your shelf.