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基于低质量人脸图像的综合人脸比对技术研究

Research on Comprehensive Face Comparison Technology Based on Low Quality Face Image
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摘要 人脸识别具有非接触、非强制、易采集、结果直观等优点,在公共安全领域得到广泛应用并发挥了重要作用。但是,在实战应用场景下,由于易采集到的人脸存在角度姿态大、图像不清晰、细节特征丢失严重等问题,比对性能下降严重。针对低质量人脸图像比对难题,采用融合处理方法,探索一种采用多源异质图像预处理、多算法融合和多维信息融合研判的综合人脸比对方法,用于提高人脸识别精度,提升实战应用人脸比对性能。
出处 《警察技术》 2021年第4期54-56,共3页 Police Technology
基金 国家发改委2018人工智能创新发展工程“高准确度人脸识别系统产业化及应用”项目(编号:发改办高技[2018]6号)。
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