Optimum-Path Forest: Theory, Algorithms, and Applications

The Optimum-Path Forest (OPF) classifier was first published in 2008 in its supervised and unsupervised versions with applications in medicine and image classification. Since then, it has expanded to a variety of other applications such as remote sensing, electrical and petroleum engineering, and biology. In recent years, multi-label and semi-supervised versions were also developed to handle video classification problems. The book presents the principles, algorithms and applications of Optimum-Path Forest, giving the theory and state-of-the-art as well as insights into future directions.

• Format: Paperback
• Language: English
• ISBN: 0128226889
• ISBN13: 9780128226889
• Release Date: February 2022
• Publisher: Academic Press
• Length: 244 Pages
• Weight: 0.73 lbs.
• Dimensions: 0.5" x 6.0" x 9.0"