Ebook: Digital Image Processing

Since the first edition of "Digital Image Processing" was published in 1991 it has found its way to many desks and classrooms. The book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms.
The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook.

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Since the first edition of "Digital Image Processing" was published in 1991 it has found its way to many desks and classrooms. The book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms.
The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook.

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Since the first edition of "Digital Image Processing" was published in 1991 it has found its way to many desks and classrooms. The book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms.
The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook.
Content:
Front Matter....Pages I-XIII
Applications and Tools....Pages 3-29
Image Representation....Pages 31-80
Random Variables and Fields....Pages 81-104
Neighborhood Operations....Pages 105-134
Multiscale Representation....Pages 135-153
Quantitative Visualization....Pages 157-187
Image Formation....Pages 189-215
3-D Imaging....Pages 217-242
Digitization, Sampling, Quantization....Pages 243-255
Pixel Processing....Pages 257-295
Averaging....Pages 299-330
Edges....Pages 331-357
Simple Neighborhoods....Pages 359-396
Motion....Pages 397-434
Texture....Pages 435-446
Segmentation....Pages 449-462
Regularization and Modeling....Pages 463-500
Morphology....Pages 501-514
Shape Presentation and Analysis....Pages 515-532
Classification....Pages 533-549
Back Matter....Pages 551-607

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Since the first edition of "Digital Image Processing" was published in 1991 it has found its way to many desks and classrooms. The book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms.
The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook.
Content:
Front Matter....Pages I-XIII
Applications and Tools....Pages 3-29
Image Representation....Pages 31-80
Random Variables and Fields....Pages 81-104
Neighborhood Operations....Pages 105-134
Multiscale Representation....Pages 135-153
Quantitative Visualization....Pages 157-187
Image Formation....Pages 189-215
3-D Imaging....Pages 217-242
Digitization, Sampling, Quantization....Pages 243-255
Pixel Processing....Pages 257-295
Averaging....Pages 299-330
Edges....Pages 331-357
Simple Neighborhoods....Pages 359-396
Motion....Pages 397-434
Texture....Pages 435-446
Segmentation....Pages 449-462
Regularization and Modeling....Pages 463-500
Morphology....Pages 501-514
Shape Presentation and Analysis....Pages 515-532
Classification....Pages 533-549
Back Matter....Pages 551-607
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