The book "Recovery and reconstruction of images" by the authors P. Bates, M. McDonnell, C. L. Yaroslavl and B. C. Kruglikova is a fascinating and deep dive into the world of image processing, which will become a reference book for students, researchers and practitioners in the field of computer vision and digital signal processing. If you are interested in how to restore and reconstruct images, this book will be your reliable guide to complex but fascinating concepts and techniques. From the first pages, the authors immerse the reader in the basics of image recovery theory and practice, starting with simple tasks and gradually moving to more complex ones. The book covers a wide range of topics, including filtering methods, interpolation, and modern algorithms such as machine learning methods. Each section is built in such a way that the reader can not only understand the theoretical aspects, but also apply them in practice, which makes the material accessible and understandable. This book will be of particular interest to students and graduate students of technical specialties, as well as professionals working in the field of computer vision, medical imaging and other related fields. If you are engaged in the development of software for image processing or just want to deepen your knowledge in this area, “Recovery and reconstruction of images” will be an indispensable source of information for you. The topics raised in the book cover not only technical aspects, but also philosophical issues related to the perception of images and their interpretation. The authors discuss how the human eye perceives visual information and how this knowledge can be used to create more efficient algorithms. This makes the book not only a textbook, but also a real study at the intersection of science and art. The style of the authors is clear and accessible, which allows the reader to easily assimilate even the most complex concepts. They use many examples and illustrations, which makes the material more clear and understandable. In addition, the book presents practical tasks and tasks that will help to consolidate the knowledge and skills . R. Bates and his co-authors are well-known specialists in the field of image processing, and their work has already won recognition in the scientific community. For example, their previous publications concern topics related to image processing algorithms and their application in various fields, from medicine to astronomy. The book “Recovery and reconstruction of images” continues this tradition, offering readers relevant and time-tested methods. If you are looking for a literature on image processing that combines theory and practice, and also offers a fresh perspective on familiar tasks, then Image Recovery and Reconstruction will be an excellent choice. This book will not only expand your knowledge, but also inspire new ideas and projects. Do not miss the opportunity to immerse yourself in the world of high technology and discover new horizons in the field of image processing