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of 6
pro vyhledávání: '"Vangara, Kushal"'
Autor:
Pangelinan, Gabriella, Krishnapriya, K. S., Albiero, Vitor, Bezold, Grace, Zhang, Kai, Vangara, Kushal, King, Michael C., Bowyer, Kevin W.
In recent years, media reports have called out bias and racism in face recognition technology. We review experimental results exploring several speculated causes for asymmetric cross-demographic performance. We consider accuracy differences as repres
Externí odkaz:
http://arxiv.org/abs/2304.07175
Autor:
Harrell, Cody E., Burns, Gary N., King, Michael C., Ridgway, William B., Vangara, Kushal, Hesson, Zachary B., Edkins, Vanessa A., Morgan, Charles A., III
Publikováno v:
In Personality and Individual Differences July 2024 225
Publikováno v:
IEEE Transactions on Technology and Society, 2020
The automatic analysis of face images can generate predictions about a person's gender, age, race, facial expression, body mass index, and various other indices and conditions. A few recent publications have claimed success in analyzing an image of a
Externí odkaz:
http://arxiv.org/abs/2006.03895
Autor:
Albiero, Vítor, S., Krishnapriya K., Vangara, Kushal, Zhang, Kai, King, Michael C., Bowyer, Kevin W.
We present a comprehensive analysis of how and why face recognition accuracy differs between men and women. We show that accuracy is lower for women due to the combination of (1) the impostor distribution for women having a skew toward higher similar
Externí odkaz:
http://arxiv.org/abs/2002.00065
Previous studies generally agree that face recognition accuracy is higher for older persons than for younger persons. But most previous studies were before the wave of deep learning matchers, and most considered accuracy only in terms of the verifica
Externí odkaz:
http://arxiv.org/abs/1911.06396
Many recent news headlines have labeled face recognition technology as biased or racist. We report on a methodical investigation into differences in face recognition accuracy between African-American and Caucasian image cohorts of the MORPH dataset.
Externí odkaz:
http://arxiv.org/abs/1904.07325