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 typical OpenCV libraries
Computer imaginative and prescient is a quickly increasing zone and it truly is changing 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 desktop imaginative and prescient with the target being to bridge the space among the speculation and the sensible implementation of laptop imaginative and prescient. The e-book will clarify how one can use the proper OpenCV library exercises and may be followed by way of a whole operating software 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 changing into nearly ubiquitous. we're now surrounded through cameras, for instance cameras on pcs & drugs/ cameras equipped into our cellphones/ cameras in video games consoles; cameras imaging tricky modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This booklet is anxious with assisting the following iteration of laptop builders to use these kind of photographs in an effort to advance platforms that are extra intuitive and engage with us in additional clever ways.
- Explains the idea in the back of uncomplicated computing device imaginative and prescient and offers a bridge from the idea to useful implementation utilizing the usual OpenCV libraries
- Offers an creation to desktop imaginative and prescient, with adequate thought to clarify how a few of the algorithms paintings yet with an emphasis on sensible programming issues
- Provides sufficient 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 photograph processing to take away noise, ahead of relocating directly to themes comparable to photo histogramming; binary imaging; video processing to observe and version relocating gadgets; geometric operations & digicam versions; area detection; beneficial properties detection; reputation in images
- Contains various imaginative and prescient software difficulties to supply scholars with the chance to resolve actual difficulties. pictures or video clips for those difficulties are supplied within the assets linked to this ebook which come with an stronger 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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A Practical Introduction to Computer Vision with OpenCV (Wiley-IS&T Series in Imaging Science and Technology) by Kenneth Dawson-Howe