By Kenneth Dawson-Howe
Explains the idea in the back of easy desktop imaginative and prescient and gives a bridge from the idea to sensible implementation utilizing the ordinary OpenCV libraries
Computer imaginative and prescient is a quickly increasing zone and it's changing into steadily more uncomplicated 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 laptop imaginative and prescient with the target being to bridge the space among the idea and the sensible implementation of laptop imaginative and prescient. The e-book will clarify the way to use the suitable OpenCV library workouts and may be followed through a whole operating application together with the code snippets from the textual content. This textbook is a seriously illustrated, sensible advent to a thrilling box, the functions of that are changing into virtually ubiquitous. we're now surrounded through cameras, for instance cameras on desktops & pills/ cameras outfitted into our cellphones/ cameras in video games consoles; cameras imaging tricky modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This ebook is worried with assisting the following iteration of desktop builders to use these types of pictures with a purpose to improve structures that are extra intuitive and have interaction with us in additional clever ways.
- Explains the speculation at the back of simple machine imaginative and prescient and gives a bridge from the speculation to sensible implementation utilizing the commonplace OpenCV libraries
- Offers an creation to machine imaginative and prescient, with sufficient idea to clarify how a number of the algorithms paintings yet with an emphasis on useful programming issues
- Provides adequate fabric for a one semester path in computing device imaginative and prescient at senior undergraduate and Masters levels
- Includes the fundamentals of cameras and pictures and snapshot processing to take away noise, earlier than relocating directly to subject matters corresponding to photo histogramming; binary imaging; video processing to discover and version relocating items; geometric operations & digital camera versions; part detection; gains detection; acceptance in images
- Contains numerous imaginative and prescient program difficulties to supply scholars with the chance to unravel genuine difficulties. pictures or movies for those difficulties are supplied within the assets linked to this publication which come with an more suitable 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