2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial Paralysis - Archive ouverte HAL
Conference Papers Year : 2019

2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial Paralysis

Abstract

In this paper, we propose a novel technique for quantifying the facial asymmetry from 2D videos to evaluate facial paralysis treatments based on Botulinum Toxin (BT) injections. Our approach uses 2D facial landmarks and barycentric coordinates to objectively quantify the facial asymmetry across 2D videos. To assess our approach, a new dataset of 2D videos, containing eighteen patients before and after the treatments have been collected. For each patient, we have collected nine facial expressions. Experimental results on the newly collected dataset show that the proposed approach provides promising results in concordance with clinical annotations.
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Dates and versions

hal-02371137 , version 1 (19-11-2019)

Identifiers

  • HAL Id : hal-02371137 , version 1

Cite

Benjamin Szczapa, Mohamed Daoudi, Anis Kacem, Pierre Guerreschi, Ludwig Gebert, et al.. 2D Landmark-Based Facial Asymmetry Assessment in the Clinical Case of Facial Paralysis. The 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), May 2019, Lille, France. ⟨hal-02371137⟩
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