“JPEG – Idea and Practice” is a comprehensive guide to the JPEG image compression standard and its various applications. Written for computer scientists, engineers, and image processing experts, this book provides a detailed overview of the theory and practice of JPEG compression and decoding, as well as the best practices for using it in various applications.
The book begins by introducing the reader to the basics of image compression and the need for JPEG. It then goes on to provide a detailed overview of the JPEG compression algorithm, including the Discrete Cosine Transform (DCT), quantization, and entropy coding. The book also covers the best practices for using JPEG in various applications, such as digital cameras, image editing software, and the internet.
One of the key strengths of JPEG is its ability to provide high-quality images while reducing the file size significantly. The book covers how to use the various parameters of the JPEG algorithm, such as the quantization table and the huffman table, to optimize the image quality and file size. The book also covers how to use the various options available for encoding and decoding JPEG images, such as the progressive mode and the lossless mode.
The book also covers the various options available for color space representation and color depth, and how they affect the image quality and file size. The reader will learn how to use these features to optimize the performance of their image processing applications, and how to use the color space conversion options to create powerful image processing pipelines.
Additionally, the book provides guidance on how to use JPEG in various applications such as video compression, medical imaging, and remote sensing. The reader will learn how to use JPEG in these applications, and how to use the various features of the JPEG algorithm to achieve the best results.
The book also covers advanced topics such as the use of machine learning with JPEG, and provides practical examples and case studies to help the reader understand how to apply the concepts and techniques covered in the book. The book includes real-world examples and case studies that demonstrate how the concepts and techniques covered in the book can be applied in practice.
“JPEG – Idea and Practice” is an essential guide for anyone looking to use JPEG in their applications. With its clear explanations and practical examples, this book provides a solid foundation for anyone who wants to understand the features and capabilities of JPEG and how to use it effectively. The book is written with the latest best practices and guidelines in mind, and is updated to the latest version of the JPEG standard. It is also a great resource for those who are preparing for image processing certification.