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Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification
This paper analyzes the accuracy of 1-to-many facial identification across demographic groups, and in the presence of blur and reduced resolution in the probe image as might occur in "surveillance camera quality" images.
Analysis of Adversarial Image Manipulations
As virtual and physical identity grow increasingly intertwined, the importance of privacy and security in the online sphere becomes paramount.
Exploring Causes of Demographic Variations In Face Recognition Accuracy
In recent years, media reports have called out bias and racism in face recognition technology.
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