Classification of Facial Images to Assist in the Diagnosis of Autism Spectrum Disorder: A Study on the Effect of Face Detection and Landmark Identification Algorithms

Author:

Michelassi Gabriel C.,Bortoletti Henrique S.,Pinheiro Tuany D.,Nobayashi Thiago,de Barros Fabio R. D.,Testa Rafael L.,Silva Andréia F.,Revers Mirian C.,Portolese Joana,Pedrini Helio,Brentani Helena,Nunes Fatima L. S.,Machado-Lima Ariane

Publisher

Springer Nature Switzerland

Reference33 articles.

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2. Aldridge, K., et al.: Facial phenotypes in subgroups of prepubertal boys with autism spectrum disorders are correlated with clinical phenotypes. Mol. Autism 2(1), 15 (2011)

3. Association, A.P., et al.: Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub (2013)

4. Baltrusaitis, T., Robinson, P., Morency, L.P.: Constrained local neural fields for robust facial landmark detection in the wild. In: Proceedings of the IEEE International Conference on Computer Vision Workshops, pp. 354–361 (2013)

5. Bazarevsky, V., Kartynnik, Y., Vakunov, A., Raveendran, K., Grundmann, M.: BlazeFace: sub-millisecond neural face detection on mobile GPUs. CoRR abs/1907.05047 (2019)

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