Book Image

Mastering OpenCV 4 - Third Edition

By : Roy Shilkrot, David Millán Escrivá
Book Image

Mastering OpenCV 4 - Third Edition

By: Roy Shilkrot, David Millán Escrivá

Overview of this book

Mastering OpenCV, now in its third edition, targets computer vision engineers taking their first steps toward mastering OpenCV. Keeping the mathematical formulations to a solid but bare minimum, the book delivers complete projects from ideation to running code, targeting current hot topics in computer vision such as face recognition, landmark detection and pose estimation, and number recognition with deep convolutional networks. You’ll learn from experienced OpenCV experts how to implement computer vision products and projects both in academia and industry in a comfortable package. You’ll get acquainted with API functionality and gain insights into design choices in a complete computer vision project. You’ll also go beyond the basics of computer vision to implement solutions for complex image processing projects. By the end of the book, you will have created various working prototypes with the help of projects in the book and be well versed with the new features of OpenCV4.
Table of Contents (12 chapters)

Who this book is for

This book is targeted at novice computer vision engineers looking to get started with OpenCV, mostly in a C++ environment, with a hands-on approach as opposed to a traditional ground-up knowledge construction. It provides concrete use case examples of the OpenCV API with regard to current common computer vision tasks, while encouraging copy-paste-run and trying to keep the mathematical fundamentals to the bare minimum.

Computer vision engineers nowadays have a wide range of tools and packages to choose from, including OpenCV, dlib, Matlab packages, SimpleCV, XPCV, and scikit-image. None provide better coverage and cross-platform functionality than OpenCV. However, getting started with OpenCV may seem daunting, with many thousands of functions in the official modules' API alone, excluding contributed modules. While many documenting projects exist, beyond OpenCV's own extensive tutorial offerings, most do not cater for an engineer looking to go from start to finish on a project.