Modern Algorithms for Image Processing: Computer Imagery by Example Using C# by Vladimir A Kovalevsky - PDF free download eBook
Utilize modern methods for digital image processing and take advantage of the many time-saving templates provided for all of...
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Details of Modern Algorithms for Image Processing: Computer Imagery by Example Using C#
- Exact title of the book
- Modern Algorithms for Image Processing: Computer Imagery by Example Using C#
- Book author
- Vladimir A Kovalevsky
- Book edition
- Number of pages
- 274 pages
- December 11th 2018 by Apress
- File size (in PDF)
- 1096 kB
Some brief overview of book
Utilize modern methods for digital image processing and take advantage of the many time-saving templates provided for all of the projects in this book. Modern Algorithms for Image Processing approaches the topic of image processing through teaching by example. Throughout the book, you will create projects that resolve typical problems that you might encounter in the world of digital image processing.
Some projects teach you methods for addressing the quality of images, such as reducing random errors or noise and suppressing pulse noise (salt and pepper), a method valuable for improving the quality of historical images. Other methods detail how to correct inhomogeneous illumination, not by means of subtracting the mean illumination, but through division, a far more efficient method. Additional projects cover contrasting, and a process for edge detection, more efficient than Canny's, for detecting edges in color images directly, without converting them into black and white images.
What You'll Learn Apply innovative methods for suppressing pulse noise, enhancing contrast, and edge detection Know the pros and cons of enlisting a particular method Use new approaches for image compression and recognizing circles in photos Utilize a valuable method for straightening photos of paintings taken at an oblique angle, a critical concept to understand when using flash at a right angle Understand the problem statement of polygonal approximation of boundaries or edges and its solution Use a new method for detecting bicycles in traffic Access complete source code examples in C# for all of the projects Who This Book Is For C# developers who work with digital image processing or are interested in informatics. The reader should have programming experience and access to an integrated development environment (IDE), ideally .NET. This book does not prove or disprove theorems, but suggests methods for learning valuable concepts that will enable you to customize your own image processing projects.