Wilhelm BURGER • Mark J. BURGE
Student Edition (Undergraduate Topics in Computer Science):
Principles of Digital Image Processing (Vol. 1–3)
This 3-volume, full-color paperback edition organizes updated and enhanced content drawn from our comprehensive professional edition into a series of compact volumes tailored to individual semester courses. They are part of Springer's Undergraduate Topics in Computer Science (UTiCS) series which is designed to provide affordable (and "backpack-compatible") textbooks to undergraduates studying in all areas of computing and information science.
Volume 1: Fundamental Techniques
Wilhelm BURGER • Mark J. BURGE
Textbook with 260 pages and 113 figures
ISBN: 978-1-84800-190-9, Springer 2009
Contents (PDF):
- Digital Images
- ImageJ
- Histograms
- Point Operations
- Filters
- Edges and Contours
- Morphological Filters
- Color Images
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Volume 2: Core Algorithms
Wilhelm BURGER • Mark J. BURGE
Textbook with 329 pages and 134 figures
ISBN: 978-1-84800-194-7, Springer 2009
Contents (PDF):
- Introduction
- Regions in Binary Images
- Detecting Simple Curves
- Corner Detection
- Color Quantization
- Colorimetric Color Spaces
- Introduction to Spectral Techniques
- The Discrete Fourier Transform in 2D
- The Discrete Cosine Transform (DCT)
- Geometric Operations
- Comparing Images
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Volume 3: Advanced Techniques
Wilhelm BURGER • Mark J. BURGE
To appear in 2010
Preliminary contents: automatic thresholding, high dynamic range images, non-linear filters, filters for color images, advanced edge detection, curve fitting, local descriptive features, image synthesis, image quality measurement.