By Kenneth Dawson-Howe
Explains the idea at the back of uncomplicated desktop imaginative and prescient and gives a bridge from the speculation to functional implementation utilizing the usual OpenCV libraries
Computer imaginative and prescient is a speedily increasing region and it's turning into gradually more straightforward for builders to use this box because of the prepared availability of top of the range 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 tips to use the suitable OpenCV library workouts and may be observed through an entire operating application together with the code snippets from the textual content. This textbook is a seriously illustrated, useful creation to an exhilarating box, the functions of that are turning into nearly ubiquitous. we're now surrounded by way of cameras, for instance cameras on pcs & pills/ 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 publication is anxious with assisting the subsequent iteration of machine builders to use most of these photos that allows you to advance platforms that are extra intuitive and have interaction with us in additional clever ways.
- Explains the idea at the back of uncomplicated machine imaginative and prescient and offers a bridge from the idea to sensible implementation utilizing the normal OpenCV libraries
- Offers an advent to computing device imaginative and prescient, with adequate concept to clarify how some of the algorithms paintings yet with an emphasis on useful programming issues
- Provides adequate fabric for a one semester direction in desktop imaginative and prescient at senior undergraduate and Masters levels
- Includes the fundamentals of cameras and pictures and photo processing to take away noise, earlier than relocating directly to themes equivalent to photo histogramming; binary imaging; video processing to notice and version relocating items; geometric operations & digicam types; aspect detection; positive factors detection; acceptance in images
- Contains a great number of imaginative and prescient software difficulties to supply scholars with the chance to unravel actual difficulties. pictures or movies for those difficulties are supplied within the assets linked to this booklet which come with an more advantageous 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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Explains the speculation in the back of simple laptop imaginative and prescient and offers a bridge from the speculation to sensible implementation utilizing the general OpenCV libraries desktop imaginative and prescient is a speedily increasing quarter and it really is changing into gradually more straightforward for builders to use this box because of the prepared availability of top quality libraries (such as OpenCV 2).
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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