By Kenneth Dawson-Howe
Explains the idea in the back of simple desktop imaginative and prescient and offers a bridge from the idea to useful implementation utilizing the common OpenCV libraries
Computer imaginative and prescient is a quickly increasing region and it's turning into steadily more uncomplicated for builders to use this box as a result of the prepared availability of top quality libraries (such as OpenCV 2). this article is meant to facilitate the sensible use of laptop imaginative and prescient with the objective being to bridge the space among the speculation and the sensible implementation of computing device imaginative and prescient. The ebook will clarify how one can use the appropriate OpenCV library exercises and may be observed by means of an entire operating application together with the code snippets from the textual content. This textbook is a seriously illustrated, sensible advent to an exhilarating box, the purposes of that are turning into virtually ubiquitous. we're now surrounded by way of cameras, for instance cameras on pcs & capsules/ cameras equipped into our cellphones/ cameras in video games consoles; cameras imaging tough modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This ebook is anxious with aiding the subsequent new release of desktop builders to use a majority of these photographs so that it will enhance structures that are extra intuitive and engage with us in additional clever ways.
- Explains the speculation at the back of simple desktop imaginative and prescient and offers a bridge from the speculation to sensible implementation utilizing the average OpenCV libraries
- Offers an advent to laptop imaginative and prescient, with sufficient concept to clarify how many of the algorithms paintings yet with an emphasis on functional programming issues
- Provides adequate fabric for a one semester direction in computing device imaginative and prescient at senior undergraduate and Masters levels
- Includes the fundamentals of cameras and photographs and snapshot processing to take away noise, ahead of relocating directly to subject matters corresponding to picture histogramming; binary imaging; video processing to notice and version relocating gadgets; geometric operations & digicam versions; facet detection; good points detection; popularity in images
- Contains lots of imaginative and prescient software 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 more advantageous 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