By Daniel Lélis Baggio, Khvedchenia Ievgen, Naureen Mahmood, Roy Shilkrot
This is the definitive complicated educational for OpenCV, designed for people with simple C++ abilities. the pc imaginative and prescient tasks are divided into simply assimilated chapters with an emphasis on functional involvement for a better studying curve.
- Allows someone with easy OpenCV adventure to swiftly receive talents in lots of laptop imaginative and prescient themes, for learn or advertisement use
- Each bankruptcy is a separate venture protecting a working laptop or computer imaginative and prescient challenge, written by way of a certified with confirmed adventure on that topic.
- All initiatives contain a step by step educational and entire source-code, utilizing the C++ interface of OpenCV.
Computer imaginative and prescient is quick turning into an enormous know-how and is utilized in Mars robots, nationwide protection structures, automatic factories, driver-less automobiles, and clinical picture research to new varieties of human-computer interplay. OpenCV is the commonest library for computing device imaginative and prescient, supplying hundreds of thousands of advanced and speedy algorithms. however it has a steep studying curve and constrained in-depth tutorials.
Mastering OpenCV with functional computing device imaginative and prescient tasks is the right booklet for builders with simply easy OpenCV abilities who are looking to test sensible machine imaginative and prescient tasks, in addition to the professional OpenCV specialists who are looking to upload extra machine imaginative and prescient issues to their ability set or achieve extra event with OpenCV's new C++ interface prior to migrating from the C API to the C++ API.
Each bankruptcy is a separate venture together with the mandatory heritage wisdom, so try out all of them one-by-one or leap instantly to the initiatives you are such a lot in.
Create operating prototypes from this e-book together with real-time cellular apps, Augmented truth, 3D form from video, or song faces & eyes, fluid wall utilizing Kinect, quantity plate popularity and so on.
Mastering OpenCV with useful computing device imaginative and prescient tasks grants fast education in 9 desktop imaginative and prescient parts with priceless projects.
What you'll research from this book
- Perform Face research together with basic Face & Eye & dermis Detection, Fisherfaces Face attractiveness, 3D Head Orientation, advanced Facial characteristic Tracking.
- Do quantity Plate Detection and Optical personality popularity (OCR) utilizing synthetic Intelligence (AI) equipment together with SVMs and Neural Networks
- Learn Augmented truth for computer and iPhone or iPad utilizing basic man made markers or advanced markerless typical images
- Generate a 3D item version by means of relocating a undeniable 2nd digicam, utilizing 3D constitution from movement (SfM) digicam reprojection methods
- Redesign laptop real-time machine imaginative and prescient functions to superior Android & iOS cellular apps
- Use easy picture clear out results together with caricature, caricature, paint, and alien effects
- Execute Human-Computer interplay with an XBox Kinect sensor utilizing the full physique as a dynamic input
Each bankruptcy within the ebook is somebody venture and every venture is built with step by step directions, essentially defined code, and comprises the required screenshots.
Who this publication is written for
You must have easy OpenCV and C/C++ programming event earlier than analyzing this ebook, because it is aimed toward computing device technological know-how graduates, researchers, and computing device imaginative and prescient specialists widening their expertise.