Optimum-Path Forest

Theory, Algorithms, and Applications

244 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Academic Press
• ISBN: 9780128226889
• Sprache: Englisch
• Erscheinungsdatum: 17.01.2022
• Größe: 229 x 152 mm
• Verlag: Elsevier Inc
• Herausgegeben von: João Paulo Papa, Alexandre Xavier Falcao