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Digital image processing : an algorithmic approach with MATLAB

Author: Uvais Qidwai; C H Chen
Publisher: Boca Raton : CRC Press, ©2010.
Series: Chapman & Hall/CRC textbooks in computing.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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Focuses on theory algorithms and MATLAB[registered] implementation.

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Document Type: Book
All Authors / Contributors: Uvais Qidwai; C H Chen
ISBN: 9781420079500 1420079506
OCLC Number: 434124246
Notes: "A Chapman & Hall book."
Description: xx, 286 pages, [8] pages of plates : illustrations (some color) ; 25 cm.
Contents: Introduction to Image Processing and the Matlabʼ Environment --
Introduction --
What Is an Image? --
Digital Image Definitions: Theoretical Account --
Image Properties --
Signal-to-Noise Ratio --
Image Bit Resolution --
Matlab --
Why Matlab for Image Processing --
The Image Processing Toolbox in Matlab --
Algorithmic Account --
Sampling --
Noisy Image --
Bit Resolution --
Matlab Code --
Basic Steps --
Sampling --
Noisy Image --
Bit Resolution --
Summary --
Exericises --
Image Acquisition, Types, and File I/O --
Image Acquisition --
Cameras --
Image Types and File I/O --
Bitmap Format --
JPEG Format --
GIF Format --
TIFF Format --
Basics of Color Imges --
Other Color Spaces --
YIQ Color Space --
YC b C r Color Space --
HSV Color Space --
Algorithmic Account --
Image Conversions --
Matlab Code --
Summary of Image Types and Numeric --
Exercises --
Image Arithmetic --
Introduction --
Operator Basics --
Theoretical Treatment --
Pixel Addition --
Pixel Subtraction --
Pixel Multiplication and Scaling --
Pixel Division --
Blending --
Algorithmic Treatment --
Image Addition --
Image Subtraction/Multiplication/Division --
Image Blending and Linear Combinations --
Coding Examples --
Image Addition --
Image Subtraction --
Multiplying Images --
Dividing Images --
Image Blending and Linear Combinations --
Summary --
Exericises --
Affine and Logical Operations, Distortions, and Noise in Images --
Introduction --
Affine Operations --
Logical Operators --
Noise in Images --
Photon Noise --
Thermal Noise --
On-Chip Electronic Noise --
KTC Noise --
Amplifier Noise --
Quantization Noise --
Distortions in Images --
Linear Motion Blur --
Uniform Out-of-Focus Blur --
Atmospheric Turbulence Blur --
Scatter Blur --
Algorithmic Account --
Affine Operations --
Logical Operators --
Distortions and Noise --
Matlab Code --
Affine and Logical Operators --
Noise in Images --
Blur in Images --
Summary --
Exercises --
Image Transforms --
Introduction --
Discrete Fourier Transform (DFT) in 2D --
Wavelet Transforms --
Hough Transform --
Algorithmic Account --
Fourier Transform --
Wavelet Transform --
Hough Transform --
Matlabʼ Code --
Fourier Transform --
Wavelet Transform --
Hough Transform --
Summary --
Exerices --
Spatial and Frequency Domain Filter Design --
Introduction --
Spatial Domain Filter Design --
Convolution Operation --
Averaging/Mean Filter --
Median Filter --
Gaussian Smoothing --
Conservative Smoothing --
Frequency-Based Filter Design --
Algorithmic Account --
Spatial Filtering (Convolution Based) --
Spatial Filtering (Case Based) --
Frequency Filtering --
Matlabʼ Code --
Summary --
Exercises --
Image Restoration and Blind Deconvolution --
Introduction --
Image Representation --
Deconvolution --
Algorthmic Account --
Lucy-Richardson Method --
Wiener Method --
Blind Deconvolution --
Matlab Code --
Summary --
Exercises --
Image Compression --
Introduction --
Image Compression-Decompression Steps --
Error Metrics --
Classifying Image Data --
Discrete Cosine Transform --
Bit Allocation --
Quantization --
Entropy Coding --
JPEG Compression --
JPEG's Algorithm --
Algorithmic Account --
Matlabʼ Code --
Summary --
Exercises --
Edge Detection --
Introduction --
The Sobel Operator --
The Prewitt Operator --
The Canny Operator --
The Compass Operator (Edge Template Matching) --
The Zero-Crossing Detector --
Line Detection --
The Unsharp Filter --
Algorithmic Account --
Matlab Code --
Summary --
Exercises --
Binary Image Processing --
Introduction --
Dilation --
Erosion --
Opening --
Closing --
Thinning --
Thickening --
Skeletonization/Medial Axis Transform --
Algorithmic Account --
Matlabʼ Code --
Summary --
Exerises --
Image Encryption and Watermarking --
Introduction --
Watermarking Methodology --
Basic Principle of Watermarking --
Problems Associated With Watermarking --
Attacks on Watermarks --
What Can Be Done? --
Algorithmic Account --
Matlabʼ Code --
Summary --
Exericises --
Image Classification and Segmentation --
Introduction --
Supervised Classification --
Unsupervised Classification --
General Idea of Classification --
Common Intensity-Connected Pixel: Naïve Classifier --
Nearest Neighbor Classifier --
Mechanism of Operation --
Unsupervised Classification --
Algorithmic Account --
Matlabʼ Code --
Summary --
Exrecises --
Image-Based Object Tracking --
Introduction --
Methodologies --
Background Subtraction --
Artifacts --
Temporal Difference Between Frames --
Gradient Difference --
Correlation-Bases Tracking --
Color-Based Tracking --
Algorithmic Account --
Matlab Code --
Summary --
Exericises --
Face Recognition --
Introduction --
Face Recognition Approaches --
Vector Representation --
Linear (Subspace) Analysis --
Principal Components Analysis --
Databases and Performance Evaluation --
Process Details --
Algorithmic Account --
Matlabʼ Code --
Summary --
Exercises --
Soft Computing in Image Processing --
Introduction --
Fuzzy Logic in Image Processing --
Why Fuzzy Image Processing? --
Fuzzy Classifier --
Fuzzy Denoising --
Algorithmic Account --
Matlab Code --
Summary --
Excrises.
Series Title: Chapman & Hall/CRC textbooks in computing.
Responsibility: Uvais Qidwai and C.H. Chen.
More information:

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Primary Entity

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