Abstract: This is an introductory textbook for teachers, students, professionals, and hobbyists who want to learn the basics of computer vision. The book is completely based around the OpenCV library, ...

At first blush, it might seem like projects that make extensive use of computer vision or machine learning would need to be based on powerful computing platforms with plenty of clock cycles and memory ...

Implementation of some linear algebra operations, mostly notably SVD and Eigen decomposition, are much slower in OpenCV than in Lapack in the case of large matrices (whereas on 3x3 to ~6x6 matrices ...

OpenCV provides a tracing facility for efficient development of Computer Vision Applications. Tracing framework is built-in directly into the OpenCV source code. To use it, you only need to compile ...

Abstract: The purpose of this paper is to introduce and quickly make a reader familiar with OpenCV (Open Source Computer Vision) basics without having to go through the lengthy reference manuals and ...