By Kenneth Dawson-Howe
Explains the speculation at the back of simple computing device imaginative and prescient and gives a bridge from the speculation to sensible implementation utilizing the usual OpenCV libraries
Computer imaginative and prescient is a quickly increasing zone and it really is changing into steadily more straightforward 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 aim being to bridge the distance among the idea and the sensible implementation of laptop imaginative and prescient. The booklet will clarify easy methods to use the appropriate OpenCV library exercises and may be observed through a whole operating software together with the code snippets from the textual content. This textbook is a seriously illustrated, sensible advent to a thrilling box, the purposes of that are changing into nearly ubiquitous. we're now surrounded by means of cameras, for instance cameras on desktops & pills/ 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 anxious with assisting the subsequent iteration of desktop builders to use some of these photographs so that it will enhance platforms that are extra intuitive and have interaction with us in additional clever ways.
- Explains the idea in the back of uncomplicated laptop imaginative and prescient and offers a bridge from the speculation to functional implementation utilizing the usual 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 sensible 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 photographs and snapshot processing to take away noise, prior to relocating directly to issues equivalent to snapshot histogramming; binary imaging; video processing to discover and version relocating gadgets; geometric operations & digital camera versions; area detection; gains detection; popularity in images
- Contains quite a few imaginative and prescient program difficulties to supply scholars with the chance to unravel actual difficulties. photographs or video clips for those difficulties are supplied within the assets linked to this ebook which come with an improved eBook
Read or Download A Practical Introduction to Computer Vision with OpenCV (Wiley-IS&T Series in Imaging Science and Technology) PDF
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