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Valentine, M. et al. Computer-aided recognition of facial attributes for Fetal Alcohol Spectrum disorders.
My personal favourite transforms data from an ONS life satisfaction survey – stress, tiredness, satisfaction – into facial attributes.
Understanding how the brain makes sense of facial attributes is a challenge, but Dr. Qian has decades of experience studying simpler building blocks of vision.
Patients suffering from uncommon facial pain syndromes including neuralgias of the cranial nerves should be treated in centers focusing on headaches and facial pain, if first-line medical treatment fails or diagnosis remains unclear.
This technology is also able to recognize faces and facial attributes to estimate a person's gender, age and ethnicity.
Another approach built generative models for opposing facial attributes (smiling-to-frowning, etc).
The software computes five facial attributes: beard, mustache, gender, glasses, and race.
Fig. 11 Visualizing the distribution of five facial attributes from ten major world cities (a e).
For each face in our dataset, we extracted facial attributes using IntraFace [10].
We address many of the same issues but extend this line of research and examine the geo-dependence of facial appearance and facial attributes.
Our analysis illuminates the relationship between raw facial appearance, facial attributes, and geographic location, both globally and in selected major urban areas.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com