What determines your face identification accuracy?

是什么决定了你的人脸识别准确率？

• 批准号: DE210100357
• 负责人: Dr Alice Towler
• 金额: $ 30.02万
• 依托单位: The University of Queensland
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Early Career Researcher Award
• 财政年份: 2021
• 资助国家: 澳大利亚
• 起止时间: 2021-06-28 至 2024-06-27
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DE210100357
• 关键词: What; determines; your; face; identification

Accurate face identification underpins normal social functioning and important identity verification procedures in society, government and the justice system. However, there is little understanding of the cognitive processes that give rise to individual differences in face identification. This project aims to develop a new cognitive model that characterises how holistic and part-based processing combine to determine individual differences in face identification. Expected benefits include advancing knowledge of human face perception, and evidence-based training and personnel selection tools to improve decision accuracy, help police prevent crime and terrorism, and avoid wrongful conviction of innocent suspects.

准确的人脸识别是社会、政府和司法系统正常社会功能和重要身份验证程序的基础。然而，人们对导致人脸识别个体差异的认知过程知之甚少。本项目旨在开发一种新的认知模型，该模型描述了整体和基于部分的处理如何结合联合收割机来确定人脸识别中的个体差异。预期的好处包括提高人脸感知的知识，以及基于证据的培训和人员选择工具，以提高决策的准确性，帮助警察预防犯罪和恐怖主义，并避免对无辜嫌疑人的错误定罪。