3D face recognition has become a trending research direction in both industry and academia. It inherits advantages from traditional 2D face recognition, such as the natural recognition process and a wide range of applications. Moreover, 3D face recognition systems could accurately recognize human faces...
Face recognition from side‐view positions poses a considerable challenge in automatic face recognition tasks. Pose variation up to the side‐view is an issue of difference in appearance and visibility since only one eye is visible at the side‐view poses. Traditionally overlooke...
Facial expression recognition plays an important and effective role in the interaction in Human. There are seven basic facial expressions namely fear, surprise, happy, sad, disgust, Neutral and anger. Facial Expression Recognition is process performed by computers which consist of detect the face in...
一般来说,训练 FR 模型的流水线包含两个步骤:人脸图像预处理(preprocessing)和模型训练(training)。通过训练后的模型获得 FR 结果包括三个部分:人脸图像预处理(preprocessing),模型推理得到人脸嵌入(inference),通过测试图像与已知标签图像之间的特征匹配进行识别(recognition)。在工业中,人脸防欺骗将在测试管道中的推理之...
Section 2 elaborates the detailed description of face expression recognition system. Section 3 evaluates the performance of FER techniques and through different table and charts. Section 4 provides suggestions along with the conclusion of this survey. 2. Face expression recognition system The overview ...
By maximizing the distance between classes and minimizing the distance within classes, the LMCL loss functions is proposed to learn high discriminative depth features for face recognition. hyperspherical feature distribution based on LMCL . Provide reasonable theoretical analysis. improved performance on LFW...
The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances arxiv.org/abs/2009.13290 摘要: 人脸识别是计算机视觉领域中最基本、最长期存在的研究课题之一。随着深度卷积神经网络和大规模数据集的发展,深度人脸识别取得了显著的进展,并在实际应用中得到了广泛的应用。以自然图像或视频帧作...
Face recognition is one of the most studied research topics in the community. In recent years, the research on face recognition has shifted to using 3D facial surfaces, as more discriminating features can be represented by the 3D geometric information. This survey focuses on reviewing the 3D face...
人脸识别特征身份认证生物特征Face recognition is an important technique of identification. It will be applied extensively. Characteristics of face recognizing technique in the development of face recognition are briefly reviewed. Pivotal method and technologies are expounded, and merits and demerits of ...
人脸识别主分量分析奇异值分解弹性图匹配非线性建模隐马尔可夫模型图像重建与图像融合This paper gave researchers about an overview of face recognition's methods.Firstly,it introduced the concept and deve-lopment of face recognition,and also talked about its main difficulties.Then studied a number of ...