By Kenneth Dawson-Howe
Explains the speculation at the back of uncomplicated machine imaginative and prescient and offers a bridge from the idea to useful implementation utilizing the commonplace OpenCV libraries
Computer imaginative and prescient is a quickly increasing region and it's changing into gradually more straightforward for builders to use this box end result of the prepared availability of top of the range libraries (such as OpenCV 2). this article is meant to facilitate the sensible use of desktop imaginative and prescient with the aim being to bridge the space among the speculation and the sensible implementation of desktop imaginative and prescient. The e-book will clarify how one can use the appropriate OpenCV library workouts and should be observed by means of a whole operating software together with the code snippets from the textual content. This textbook is a seriously illustrated, useful advent to a thrilling box, the functions of that are turning into virtually ubiquitous. we're now surrounded through cameras, for instance cameras on pcs & capsules/ cameras outfitted into our cell phones/ cameras in video games consoles; cameras imaging tough modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This ebook is worried with aiding the subsequent iteration of desktop builders to use most of these photos for you to boost platforms that are extra intuitive and have interaction with us in additional clever ways.
- Explains the idea in the back of easy computing device imaginative and prescient and offers a bridge from the idea to useful implementation utilizing the commonplace OpenCV libraries
- Offers an creation to laptop imaginative and prescient, with sufficient thought to clarify how some of the algorithms paintings yet with an emphasis on sensible programming issues
- Provides adequate fabric for a one semester path in laptop imaginative and prescient at senior undergraduate and Masters levels
- Includes the fundamentals of cameras and pictures and picture processing to take away noise, sooner than relocating directly to issues akin to photo histogramming; binary imaging; video processing to notice and version relocating items; geometric operations & digital camera types; side detection; positive aspects detection; acceptance in images
- Contains plenty of imaginative and prescient software difficulties to supply scholars with the chance to resolve genuine difficulties. photos or video clips for those difficulties are supplied within the assets linked to this publication which come with an more desirable eBook
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A Practical Introduction to Computer Vision with OpenCV (Wiley-IS&T Series in Imaging Science and Technology) by Kenneth Dawson-Howe