Visual tracking is a broad and important field in computer science, addressing the most different applications in the educational, entertainment, industrial, and manufacturing areas. From the very beginning, the field of visual object tracking has evolved greatly, along with diverse imaging technology devices. Tracking the paths of moving objects is an activity with a long history. Object tracking is a significant technology for human survival and has significantly contributed to the progression of mankind.This book is an introduction to the fascinating field of visual object tracking and provides a solid foundation to diverse terminologies, challenges, applications, and other technical information over the past few years to academicians, scientific researchers, and engineers. The aim of this book is to present a unifying approach with the latest advances in visual tracking algorithms, techniques, and real-time applications.