Image Processing The Fundamentals 2nd Edition by Maria M. P. Petrou and Costas Petrou.
Since the first edition of this book in 1999, the field of Image Processing has seen many developments. First of all, the proliferation of colour sensors caused an explosion of research in colour vision and colour image processing. Second, application of image processing to biomedicine has really taken off, with medical image processing nowadays being almost a field of its own. Third, image processing has become more sophisticated, having reached out even further afield, into other areas of research, as diverse as graph theory and psychophysics, to borrow methodologies and approaches.
This new edition of the book attempts to capture these new insights, without, however, forgetting the well known and established methods of image processing of the past.
Table OF Contents:
2. Image Transformations
3. Statistical Description of Images
4. Image Enhancement
5. Image Restoration
6. Image Segmentation and Edge Detection
7 Image Processing for Multispectral Images
The book may be treated as three books interlaced: the advanced proofs and peripheral material are presented in grey boxes; they may be omitted in a first reading or for an undergraduate course, The back bone of the book is the text given in the form of questions and answers. We believe that the order of the questions is that of coming naturally to the reader when they encounter a new concept.
There are 255 figures and 384 fully worked out examples aimed at clarifying these concepts. Examples with a number prefixed with a “B” refer to the boxed material and again they may be omitted in a first reading or an undergraduate course. The book is accompanied by a CD with all the MatLab programs that produced the examples and the figures. There is also a collection of slide presentations in pdf format, available from the accompanying web page of the book, that may help the lecturer who wishes to use this material for teaching.
Image Processing: The Fundamentals 2nd Edition.
⏩Authors: Maria M. P. Petrou and Costas Petrou
⏩Puplication Date: May 17, 2010
⏩Size: 24.5 MB
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