Literature DB >> 33274351

Face and Gesture Analysis for Health Informatics.

Zakia Hammal1, Di Huang2, Kévin Bailly3, Liming Chen4, Mohamed Daoudi5.   

Abstract

The goal of Face and Gesture Analysis for Health Informatics's workshop is to share and discuss the achievements as well as the challenges in using computer vision and machine learning for automatic human behavior analysis and modeling for clinical research and healthcare applications. The workshop aims to promote current research and support growth of multidisciplinary collaborations to advance this groundbreaking research. The meeting gathers scientists working in related areas of computer vision and machine learning, multi-modal signal processing and fusion, human centered computing, behavioral sensing, assistive technologies, and medical tutoring systems for healthcare applications and medicine.

Entities:  

Keywords:  Behavioral health informatics; assistive technologies; behavioral sensing; clinical datasets; human centered computing; medical tutoring systems

Year:  2020        PMID: 33274351      PMCID: PMC7710162          DOI: 10.1145/3382507.3419747

Source DB:  PubMed          Journal:  Proc ACM Int Conf Multimodal Interact


  4 in total

1.  Dynamic Multimodal Measurement of Depression Severity Using Deep Autoencoding.

Authors:  Hamdi Dibeklioglu; Zakia Hammal; Jeffrey F Cohn
Journal:  IEEE J Biomed Health Inform       Date:  2017-03-02       Impact factor: 5.772

2.  Detecting Depression Severity by Interpretable Representations of Motion Dynamics.

Authors:  Anis Kacem; Zakia Hammal; Mohamed Daoudi; Jeffrey Cohn
Journal:  Proc Int Conf Autom Face Gesture Recognit       Date:  2018-06-07

3.  Dynamics of Face and Head Movement in Infants with and without Craniofacial Microsomia: An Automatic Approach.

Authors:  Zakia Hammal; Erin R Wallace; Matthew L Speltz; Carrie L Heike; Craig B Birgfeld; Jeffrey F Cohn
Journal:  Plast Reconstr Surg Glob Open       Date:  2019-01-11

4.  Children with autism spectrum disorder produce more ambiguous and less socially meaningful facial expressions: an experimental study using random forest classifiers.

Authors:  Kevin Bailly; Laurence Chaby; Charline Grossard; Arnaud Dapogny; David Cohen; Sacha Bernheim; Estelle Juillet; Fanny Hamel; Stéphanie Hun; Jérémy Bourgeois; Hugues Pellerin; Sylvie Serret
Journal:  Mol Autism       Date:  2020-01-13       Impact factor: 7.509

  4 in total

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