Feature-based Lucas-Kanade and Active Appearance Models

Lucas-Kanade and Active Appearance Models are among the most commonly used methods for image alignment and facial fitting, respectively. They both utilize non-linear gradient descent, which is usually applied on intensity values. In this paper, we propose the employment of highly-descriptive, densel...

Full description

Bibliographic Details
Main Authors: Antonakos, Epameinondas, Alabort-i-Medina, Joan, Tzimiropoulos, Georgios, Zafeiriou, Stefanos P.
Format: Article
Published: Institute of Electrical and Electronics Engineers 2015
Online Access:https://eprints.nottingham.ac.uk/31444/