Ebook: Discrete Images, Objects, and Functions in Zn

This book treats theoretical problems of digital image pro- cessing. Voss uses the discrete nature of digital images as the basis for contructing appropriate mathematical models like n-dimensional incidence structures, lattices, and dis- crete functions. Presenting the results from this point of view has the important advantage that they can be used di- rectly in practical image processing. Voss presents the results of his own research and has col- lected other relevant and up-to-date material from the jour- nals in this field. His treatment of n-dimensional incidence structures is a generalisation of the currently used two-di- mensional theory in image processing. There are numerous new results e.g. on similarity of digital objects, n-dimensional surfacedetection, and inversion of convolution equations. Voss' book is an indispensable source of information to all those who are involved in the design, implementation, and application of mathematically sound algorithms in image pro- cessing; it is written for engineers, mathematicians, and computer scientists.

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This book treats theoretical problems of digital image pro- cessing. Voss uses the discrete nature of digital images as the basis for contructing appropriate mathematical models like n-dimensional incidence structures, lattices, and dis- crete functions. Presenting the results from this point of view has the important advantage that they can be used di- rectly in practical image processing. Voss presents the results of his own research and has col- lected other relevant and up-to-date material from the jour- nals in this field. His treatment of n-dimensional incidence structures is a generalisation of the currently used two-di- mensional theory in image processing. There are numerous new results e.g. on similarity of digital objects, n-dimensional surfacedetection, and inversion of convolution equations. Voss' book is an indispensable source of information to all those who are involved in the design, implementation, and application of mathematically sound algorithms in image pro- cessing; it is written for engineers, mathematicians, and computer scientists.
Content:
Front Matter....Pages I-X
Neighborhood Structures....Pages 1-41
Incidence Structures....Pages 42-98
Topological Laws and Properties....Pages 99-132
Geometrical Laws and Properties....Pages 133-178
Discrete Functions....Pages 179-236
Summary and Symbols....Pages 237-247
References....Pages 248-264
Back Matter....Pages 265-272

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This book treats theoretical problems of digital image pro- cessing. Voss uses the discrete nature of digital images as the basis for contructing appropriate mathematical models like n-dimensional incidence structures, lattices, and dis- crete functions. Presenting the results from this point of view has the important advantage that they can be used di- rectly in practical image processing. Voss presents the results of his own research and has col- lected other relevant and up-to-date material from the jour- nals in this field. His treatment of n-dimensional incidence structures is a generalisation of the currently used two-di- mensional theory in image processing. There are numerous new results e.g. on similarity of digital objects, n-dimensional surfacedetection, and inversion of convolution equations. Voss' book is an indispensable source of information to all those who are involved in the design, implementation, and application of mathematically sound algorithms in image pro- cessing; it is written for engineers, mathematicians, and computer scientists.
Content:
Front Matter....Pages I-X
Neighborhood Structures....Pages 1-41
Incidence Structures....Pages 42-98
Topological Laws and Properties....Pages 99-132
Geometrical Laws and Properties....Pages 133-178
Discrete Functions....Pages 179-236
Summary and Symbols....Pages 237-247
References....Pages 248-264
Back Matter....Pages 265-272
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