By Kenneth Dawson-Howe
Explains the idea at the back of simple laptop imaginative and prescient and gives a bridge from the speculation to useful implementation utilizing the normal OpenCV libraries
Computer imaginative and prescient is a quickly increasing region and it's changing into gradually more uncomplicated for builders to use this box a result of prepared availability of top quality libraries (such as OpenCV 2). this article is meant to facilitate the sensible use of machine imaginative and prescient with the target being to bridge the space among the speculation and the sensible implementation of desktop imaginative and prescient. The e-book will clarify the best way to use the correct OpenCV library workouts and may be followed through an entire operating application 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 desktops & capsules/ cameras equipped 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 publication is worried with supporting the subsequent iteration of laptop builders to use some of these photos for you to increase platforms that are extra intuitive and have interaction with us in additional clever ways.
- Explains the idea at the back of uncomplicated desktop imaginative and prescient and offers a bridge from the idea to functional implementation utilizing the general OpenCV libraries
- Offers an advent to laptop imaginative and prescient, with adequate thought to clarify how many of the algorithms paintings yet with an emphasis on useful programming issues
- Provides adequate fabric for a one semester direction in laptop imaginative and prescient at senior undergraduate and Masters levels
- Includes the fundamentals of cameras and pictures and photograph processing to take away noise, ahead of relocating directly to issues akin to photograph histogramming; binary imaging; video processing to realize and version relocating gadgets; geometric operations & digicam types; area detection; gains detection; reputation in images
- Contains lots of imaginative and prescient software difficulties to supply scholars with the chance to unravel actual difficulties. photos or video clips for those difficulties are supplied within the assets linked to this ebook which come with an more suitable eBook
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Extra info for A Practical Introduction to Computer Vision with OpenCV (Wiley-IS&T Series in Imaging Science and Technology)
A Practical Introduction to Computer Vision with OpenCV (Wiley-IS&T Series in Imaging Science and Technology) by Kenneth Dawson-Howe