Pattern Recognition Programming

A Practical Introduction to Computer Vision with OpenCV by Kenneth Dawson-Howe

By Kenneth Dawson-Howe

Explains the speculation at the back of easy computing device imaginative and prescient and gives a bridge from the speculation to useful implementation utilizing the regular OpenCV libraries

Computer imaginative and prescient is a quickly increasing quarter and it's changing into gradually more straightforward for builders to use this box as a result 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 target being to bridge the space among the speculation and the sensible implementation of computing device imaginative and prescient. The e-book will clarify tips on how to use the appropriate OpenCV library exercises and should be followed by way of an entire operating application together with the code snippets from the textual content. This textbook is a seriously illustrated, functional advent to an exhilarating box, the purposes of that are turning into nearly ubiquitous.  we're now surrounded by way of cameras, for instance cameras on desktops & capsules/  cameras equipped into our cell phones/  cameras in video games consoles; cameras imaging tricky modalities (such as ultrasound, X-ray, MRI) in hospitals, and surveillance cameras. This booklet is worried with aiding the following new release of desktop builders to use a majority of these photos in an effort to increase structures that are extra intuitive and have interaction with us in additional clever ways. 

  • Explains the speculation at the back of simple laptop imaginative and prescient and offers a bridge from the speculation to functional implementation utilizing the common OpenCV libraries
  • Offers an advent to desktop imaginative and prescient, with adequate concept to clarify how a few of the algorithms paintings yet with an emphasis on useful 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 photograph processing to take away noise, earlier than relocating directly to issues equivalent to picture histogramming; binary imaging; video processing to notice and version relocating items; geometric operations & digicam versions; area detection; good points detection; attractiveness in images
  • Contains a good number 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 e-book which come with an greater eBook

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