The Criminality From Face Illusion

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 person's face in order to predict the p...

Full description

Saved in:  
Bibliographic Details
Authors: Bowyer, Kevin W. (Author) ; Vangara, Kushal (Author) ; Scheirer, Walter J. (Author) ; King, Michael (Author)
Format: Electronic Book
Language:English
Published: 2020
In:Year: 2020
Online Access: Volltext (kostenfrei)
Check availability: HBZ Gateway
Description
Summary: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 person's face in order to predict the person's status as Criminal / Non-Criminal. Predicting criminality from face may initially seem similar to other facial analytics, but we argue that attempts to create a criminality-from-face algorithm are necessarily doomed to fail, that apparently promising experimental results in recent publications are an illusion resulting from inadequate experimental design, and that there is potentially a large social cost to belief in the criminality from face illusion