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Techniques to remove noise and degradation. Image Compression: Efficiently reducing image size.
Book details. ISBN-10. 0199459355. ISBN-13. 978-0199459353. Edition. Second. Publisher. Oxford University Press. Publication date. Digital Image Processing - 2nd Edition | Request PDF
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The book begins with the basics: what is a digital image (a 2D array of pixels), sampling, quantization, and spatial resolution. Sridhar then dives into essential mathematical tools. A standout chapter is on image transforms , where he explains the Fourier Transform (FT), Discrete Cosine Transform (DCT), and Walsh-Hadamard Transform with clarity. Unlike heavier texts that assume advanced calculus, Sridhar uses matrix notations and examples to show how FT converts spatial data into frequency components—a critical concept for compression and filtering.
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Digital images require massive amounts of storage and bandwidth. Sridhar’s text explores lossy and lossless compression techniques, including Huffman coding, JPEG standards, and wavelet-based compression, which are essential for internet streaming and data storage. 5. Image Segmentation and Morphological Processing
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Digital image processing has numerous applications in various industries, including:
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This book is a popular textbook, with the 2016 second edition having over 700 pages. It is designed to be a perfect balance of theory and practice for undergraduate engineering students. It is frequently used in university courses and includes numerical examples, review questions, and MATLAB programs to reinforce learning.
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