Performance evaluation of facial landmark detection methods

Sie sind hier: Homepage > Suche

Performance evaluation of facial landmark detection methods

Brito-Muñoz, Yuliet / Diaz-Ramirez, Victor H. / Gonzalez-Ruiz, Martin / Juarez-Salazar, Rigoberto

The detection and localization of landmarks in human face images is an essential task in many computer vision applications. This task is challenging because face images can contain geometric modifications due to gesticulations and pose changes, and degradation caused by noise or nonuniform illumination. This work presents an exhaustive evaluation of several state-of-the-art facial landmark detection methods. The performance of each tested method is characterized in terms of reliability of landmark detection and accuracy of landmark localization. Computational results obtained in facial landmark recognition using images from well-known datasets are presented, discussed and compared in terms of objective measures.

Zugriff

Zugriff prüfen

Verfügbarkeit in meiner Bibliothek prüfen

Bestellung bei Subito €

Exportieren, teilen und zitieren

Dokumentinformationen

Titel :

Performance evaluation of facial landmark detection methods

Beteiligte:

Iftekharuddin, Khan M. (Herausgeber:in) / Awwal, Abdul A. S. (Herausgeber:in) / Diaz-Ramirez, Victor Hugo (Herausgeber:in) / Márquez, Andrés (Herausgeber:in) / Brito-Muñoz, Yuliet (Autor:in) / Diaz-Ramirez, Victor H. (Autor:in) / Gonzalez-Ruiz, Martin (Autor:in) / Juarez-Salazar, Rigoberto (Autor:in)

Kongress:

Optics and Photonics for Information Processing XVII ; 2023 ; San Diego, California, United States

Erschienen in:

Proc. SPIE ; 12673

Erscheinungsdatum :

2023-10-04

ISBN :

9781510665606

ISSN :

0277-786X

DOI :

https://doi.org/10.1117/12.2677146