论文标题
眼周生物识别技术及其与部分掩盖面的相关性：一项调查
Periocular Biometrics and its Relevance to Partially Masked Faces: A Survey
论文作者
论文摘要
在存在面膜和其他类型的面部覆盖物的情况下，由于COVID-19的大流行，面部识别系统的性能可能会受到负面影响。在这种情况下，人脸的眼周区域成为重要的生物识别提示。在本文中，我们介绍了眼周生物识别技术的详细回顾。我们首先检查了专门设计的各种面部和眼周技术，以识别戴着口罩的人。 Then, we review different aspects of periocular biometrics: (a) the anatomical cues present in the periocular region useful for recognition, (b) the various feature extraction and matching techniques developed, (c) recognition across different spectra, (d) fusion with other biometric modalities (face or iris), (e) recognition on mobile devices, (f) its usefulness in other applications, (g) periocular datasets, and （h）组织的竞赛用于评估这种生物识别方式的功效。最后，我们讨论了眼周生物识别技术领域的各种挑战和未来方向。
The performance of face recognition systems can be negatively impacted in the presence of masks and other types of facial coverings that have become prevalent due to the COVID-19 pandemic. In such cases, the periocular region of the human face becomes an important biometric cue. In this article, we present a detailed review of periocular biometrics. We first examine the various face and periocular techniques specially designed to recognize humans wearing a face mask. Then, we review different aspects of periocular biometrics: (a) the anatomical cues present in the periocular region useful for recognition, (b) the various feature extraction and matching techniques developed, (c) recognition across different spectra, (d) fusion with other biometric modalities (face or iris), (e) recognition on mobile devices, (f) its usefulness in other applications, (g) periocular datasets, and (h) competitions organized for evaluating the efficacy of this biometric modality. Finally, we discuss various challenges and future directions in the field of periocular biometrics.
