1 option
Digital Image Processing : A Signal Processing and Algorithmic Approach / by D. Sundararajan.
- Format:
- Book
- Author/Creator:
- Sundararajan, D., author.
- Series:
- Computer Science (Springer-11645)
- Language:
- English
- Subjects (All):
- Optical data processing.
- Artificial intelligence.
- Signal processing.
- Image processing.
- Speech processing systems.
- Automatic control.
- Robotics.
- Mechatronics.
- Radiology.
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Signal, Image and Speech Processing.
- Control, Robotics, Mechatronics.
- Imaging / Radiology.
- Local Subjects:
- Image Processing and Computer Vision.
- Artificial Intelligence.
- Signal, Image and Speech Processing.
- Control, Robotics, Mechatronics.
- Imaging / Radiology.
- Physical Description:
- 1 online resource (XVII, 468 pages) : 182 illustrations, 17 illustrations in color
- Edition:
- First edition 2017.
- Contained In:
- Springer eBooks
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2017.
- System Details:
- text file PDF
- Summary:
- This book offers readers an essential introduction to the fundamentals of digital image processing. Pursuing a signal processing and algorithmic approach, it makes the fundamentals of digital image processing accessible and easy to learn. It is written in a clear and concise manner with a large number of 4 x 4 and 8 x 8 examples, figures and detailed explanations. Each concept is developed from the basic principles and described in detail with equal emphasis on theory and practice. The book is accompanied by a companion website that provides several MATLAB programs for the implementation of image processing algorithms. The book also offers comprehensive coverage of the following topics: Enhancement, Transform processing, Restoration, Registration, Reconstruction from projections, Morphological image processing, Edge detection, Object representation and classification, Compression, and Color processing.
- Contents:
- Chapter 1. Introduction
- Chapter 2. Image Enhancement in the Spatial Domain
- Chapter 3. Fourier Analysis
- Chapter 4. Image Enhancement in the Frequency Domain
- Chapter 5. Image Restoration
- Chapter 6. Geometric Transformations and Image Registration
- Chapter 7. Image Reconstruction from Projections
- Chapter 8. Morphological Image Processing
- Chapter 9. Edge Detection
- Chapter 10. Segmentation
- Chapter 11. Object Description
- Chapter 12. Object Classification
- Chapter 13. Image Compression
- Chapter 14. Color Image Processing.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-10-6113-4
- 9789811061134
- Access Restriction:
- Restricted for use by site license.
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