By Daniel Lélis Baggio, Khvedchenia Ievgen, Naureen Mahmood, Roy Shilkrot
This is the definitive complicated instructional for OpenCV, designed for people with uncomplicated C++ abilities. the pc imaginative and prescient tasks are divided into simply assimilated chapters with an emphasis on useful involvement for a better studying curve.
- Allows someone with simple OpenCV adventure to swiftly receive abilities in lots of computing device imaginative and prescient themes, for learn or advertisement use
- Each bankruptcy is a separate undertaking overlaying a working laptop or computer imaginative and prescient challenge, written through a qualified with confirmed adventure on that topic.
- All tasks contain a step by step instructional and entire source-code, utilizing the C++ interface of OpenCV.
Computer imaginative and prescient is speedy changing into a major expertise and is utilized in Mars robots, nationwide safety platforms, computerized factories, driver-less vehicles, and clinical photograph research to new types of human-computer interplay. OpenCV is the most typical library for desktop imaginative and prescient, offering hundreds of thousands of complicated and quick algorithms. however it has a steep studying curve and constrained in-depth tutorials.
Mastering OpenCV with functional laptop imaginative and prescient tasks is the right e-book for builders with simply simple OpenCV talents who are looking to attempt useful laptop imaginative and prescient initiatives, in addition to the professional OpenCV specialists who are looking to upload extra machine imaginative and prescient themes 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 undertaking together with the required history wisdom, so try out all of them one-by-one or leap immediately to the initiatives you are so much in.
Create operating prototypes from this ebook together with real-time cellular apps, Augmented truth, 3D form from video, or tune faces & eyes, fluid wall utilizing Kinect, quantity plate acceptance and so on.
Mastering OpenCV with useful desktop imaginative and prescient tasks provides speedy education in 9 computing device imaginative and prescient parts with priceless projects.
What you are going to examine from this book
- Perform Face research together with uncomplicated Face & Eye & dermis Detection, Fisherfaces Face attractiveness, 3D Head Orientation, advanced Facial characteristic Tracking.
- Do quantity Plate Detection and Optical personality popularity (OCR) utilizing man made Intelligence (AI) equipment together with SVMs and Neural Networks
- Learn Augmented truth for laptop and iPhone or iPad utilizing easy man made markers or complicated markerless traditional images
- Generate a 3D item version by means of relocating a undeniable 2nd digital camera, utilizing 3D constitution from movement (SfM) digicam reprojection methods
- Redesign computing device real-time desktop imaginative and prescient purposes to stronger Android & iOS cellular apps
- Use uncomplicated photograph filter out results together with sketch, cartoon, paint, and alien effects
- Execute Human-Computer interplay with an XBox Kinect sensor utilizing the total physique as a dynamic input
Each bankruptcy within the ebook is anyone venture and every venture is built with step by step directions, essentially defined code, and comprises the required screenshots.
Who this e-book is written for
You must have uncomplicated OpenCV and C/C++ programming event sooner than analyzing this ebook, because it is aimed toward laptop technological know-how graduates, researchers, and desktop imaginative and prescient specialists widening their expertise.