Numerical algorithms: methods for computer vision, machine learning, and graphics

摘要

With a renewed interest in robotics and the advent of big data, numerical algorithms for machine vision, machine learning, and data analysis are becoming increasingly important. Linear algebra and calculus serve as the foundation for many of these algorithms. Having a sound knowledge of this field of mathematics is, therefore, critical for any student of computer science who is interested in robotics or wishes to work with big data.