Qidwai, Uvais & Chen, C. H. <br/><br/>
Digital image processing: an algorithmic approach with matlab 

 - Boca Raton  CRC Press  
 - xx, 286p.  pbk 
 - Chapman & Hall/Crc Textbook In Computing .
<br/><br/> Avoiding heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB® presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB®, without bogging down students with syntactical and debugging issues.<br/><br/>One chapter can typically be completed per week, with each chapter divided into three sections. The first section presents theoretical topics in a very simple and basic style with generic language and mathematics. The second section explains the theoretical concepts using flowcharts to streamline the concepts and to form a foundation for students to code in any programming language. The final section supplies MATLAB codes for reproducing the figures presented in the chapter. Programming-based exercises at the end of each chapter facilitate the learning of underlying concepts through practice.<br/><br/>This textbook equips undergraduate students in computer engineering and science with an essential understanding of digital image processing. It will also help them comprehend more advanced topics and sophisticated mathematical material in later courses. A color insert is included in the text while various instructor resources are available on the author’s website.<br/><br/>Table of Contents<br/><br/>Introduction to Image Processing and the MATLAB Environment<br/><br/>Introduction<br/>Digital Image Definitions: Theoretical Account<br/>Image Properties<br/>MATLAB<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Acquisition, Types, and File I/O<br/><br/>Image Acquisition<br/>Image Types and File I/O<br/>Basics of Color Images<br/>Other Color Spaces<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Arithmetic<br/><br/>Introduction<br/>Operator Basics<br/>Theoretical Treatment<br/>Algorithmic Treatment<br/>Coding Examples<br/><br/>Affine and Logical Operations, Distortions, and Noise in Images<br/><br/>Introduction<br/>Affine Operations<br/>Logical Operators<br/>Noise in Images<br/>Distortions in Images<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Transforms<br/><br/>Introduction<br/>Discrete Fourier Transform (DFT) in 2D<br/>Wavelet Transforms<br/>Hough Transform<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Spatial and Frequency Domain Filter Design<br/><br/>Introduction<br/>Spatial Domain Filter Design<br/>Frequency-Based Filter Design<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Restoration and Blind Deconvolution<br/><br/>Introduction<br/>Image Representation<br/>Deconvolution<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Compression<br/><br/>Introduction<br/>Image Compression–Decompression Steps<br/>Classifying Image Data<br/>Bit Allocation<br/>Quantization<br/>Entropy Coding<br/>JPEG Compression<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Edge Detection<br/><br/>Introduction<br/>The Sobel Operator<br/>The Prewitt Operator<br/>The Canny Operator<br/>The Compass Operator (Edge Template Matching)<br/>The Zero-Crossing Detector<br/>Line Detection<br/>The Unsharp Filter<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Binary Image Processing<br/><br/>Introduction<br/>Dilation<br/>Erosion<br/>Opening<br/>Closing<br/>Thinning<br/>Thickening<br/>Skeletonization/Medial Axis Transform<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Encryption and Watermarking<br/><br/>Introduction<br/>Watermarking Methodology<br/>Basic Principle of Watermarking<br/>Problems Associated with Watermarking<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image Classification and Segmentation<br/><br/>Introduction<br/>General Idea of Classification<br/>Common Intensity-Connected Pixel: Naïve Classifier<br/>Nearest Neighbor Classifier<br/>Unsupervised Classification<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Image-Based Object Tracking<br/><br/>Introduction<br/>Methodologies<br/>Background Subtraction<br/>Temporal Difference between Frames<br/>Correlation-Based Tracking<br/>Color-Based Tracking<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Face Recognition<br/><br/>Introduction<br/>Face Recognition Approaches<br/>Vector Representation of Images<br/>Process Details<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Soft Computing in Image Processing<br/><br/>Introduction<br/>Fuzzy Logic in Image Processing<br/>Algorithmic Account<br/>MATLAB Code<br/><br/>Bibliography<br/>Glossary<br/>Index 
<br/><br/><label>ISBN: </label>9781420079500     
<br/><br/><label>Subjects--Topical Terms: </label><br/>Image processing<br/>Image Processing - Digital Techniques <br/>MATLAB
<br/><br/><label>Dewey Class. No.: </label>621.367  / QID