Image and Video Processing in the Compressed Domain
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Book Details
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Publisher: CRC Press
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Author: Jayanta Mukhopadhyay
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Language: English
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Edition: 1
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ISBN: 9781138113787
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Pages: 302
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Cover: Paperback
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Dimensions: 9.1 x 6.0 x 0.9 inches
About the Book
Image and Video Processing in the Compressed Domain offers an in-depth exploration of the techniques and algorithms designed to handle image and video operations directly in their compressed formats. With the increasing availability of compressed image and video data, this book provides a comprehensive look at the core concepts, standards, and algorithms necessary for processing such data efficiently.
The author, Jayanta Mukhopadhyay, introduces a wide array of image and video compression techniques, such as JPEG, JPEG2000, MPEG-2, MPEG-4, and H.264. He meticulously explains the mathematical foundations and algorithms used for these standards, such as the Discrete Fourier Transform (DFT), Discrete Cosine Transform (DCT), Integer Cosine Transform (ICT), and Discrete Wavelet Transform (DWT).
The book covers essential image and video processing operations, including filtering, color enhancement, image resizing, and transcoding, all of which are critical in the compressed domain. In addition to these core techniques, the book explores more specialized topics such as video editing, indexing, and image/video steganography and watermarking. Mukhopadhyay also provides practical insights on compressed domain analysis, which can be used for evaluating and comparing algorithms.
With MATLAB® code available for download from the CRC Press website, this book not only presents the theoretical foundations of image and video processing but also equips readers with practical tools to implement the algorithms and techniques discussed. Ideal for students, researchers, and professionals in the fields of image processing, multimedia systems, and computer science, this book is a valuable resource for those interested in the evolving world of compressed domain image and video processing.
