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基于三种类型图像数据的人脸识别测试
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作者 谢兰迟 王俊娟 +3 位作者 黎智辉 许磊 张宁 商怀哲 《刑事技术》 2016年第6期442-445,共4页
人脸识别的准确率受很多因素的影响,如图像尺寸、姿态角度、年龄变化等。本文提出了一种基于三种类型图像数据的人脸识别测试流程。测试中,采集了300个测试对象的静态照片、三维人像以及监控视频资料。采集的数据经过预处理,并按照人像... 人脸识别的准确率受很多因素的影响,如图像尺寸、姿态角度、年龄变化等。本文提出了一种基于三种类型图像数据的人脸识别测试流程。测试中,采集了300个测试对象的静态照片、三维人像以及监控视频资料。采集的数据经过预处理,并按照人像的分辨率和拍摄角度分类。我们通过对7 800张人脸样本的测试,分析不同分辨率、角度、年龄对于人脸识别算法鲁棒性的影响。本文提出的方法是一种更加适合法庭科学领域应用的人脸识别系统评估与测试方法。 展开更多
关键词 人像检验 人脸识别测试 监控视频 三维人像
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FAT-AI人脸识别应用测试结果及基线报告 被引量:2
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作者 赵炫 高磊 +2 位作者 张旭 马增妍 崔涵 《警察技术》 2021年第2期28-35,共8页
为对当前人脸识别技术在公安业务中的应用效果和水平进行评估,采用大规模实际应用场景数据,组织行业主流企业进行人脸验证、人脸检索、人脸布控、人像(全身)检索测试,形成了人像人脸识别应用关键技术指标参考基线。该基线报告适用于我... 为对当前人脸识别技术在公安业务中的应用效果和水平进行评估,采用大规模实际应用场景数据,组织行业主流企业进行人脸验证、人脸检索、人脸布控、人像(全身)检索测试,形成了人像人脸识别应用关键技术指标参考基线。该基线报告适用于我国各地公安人像人脸识别系统和工程项目的建设规划、选型、升级及应用效果综合评价考核。 展开更多
关键词 实际应用场景 人脸识别应用测试 基线报告
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A new approach to the diagnosis of deficits in processing faces: Potential application in autism research 被引量:2
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作者 WANG RuoSi LIU Ling LIU Jia 《Science China(Life Sciences)》 SCIE CAS CSCD 2015年第10期1024-1035,共12页
Deficits in social communication are one of the behavioral signatures of autism spectrum disorder(ASD). Because faces are arguably the most important social stimuli that we encounter in everyday life, investigating th... Deficits in social communication are one of the behavioral signatures of autism spectrum disorder(ASD). Because faces are arguably the most important social stimuli that we encounter in everyday life, investigating the ability of individuals with ASD to process faces is thought to be important for understanding the nature of ASD. However, although a considerable body of evidence suggests that ASD individuals show specific impairments in face processing, a significant number of studies argue otherwise. Through a literature review, we found that this controversy is largely attributable to the different face tests used across different studies. Therefore, a more reliable and valid face test is needed. To this end, we performed a meta-analysis on data gleaned from a variety of face tests conducted on individuals with developmental prosopagnosia(DP) who suffer a selective deficit in face processing. Based on this meta-analysis, we selected an old/new face recognition test that relies on face memory as a standard diagnostic test for measuring specific face processing deficits. This test not only reliably reflects DP individuals' subjective experiences with faces in their daily lives, but also effectively differentiates deficits in face processing from deficits caused by other general problems. In addition, DP individuals' performance in this test predicts their performance in a variety of face tests that examine specific components of face processing(e.g., holistic processing of faces). Finally, this test can be easily administrated and is not overly sensitive to prior knowledge. In summary, this test can be used to evaluate face-processing ability, and it helped to resolve the controversy whether individuals with ASD exhibit face-processing deficits. 展开更多
关键词 autism spectrum disorder developmental prosopagnosia face recognition face discrimination old/new face recognition test
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