Search Results - 3D face recognition algorithm

RP-Net: A PointNet++ 3D Face Recognition Algorithm Integrating RoPS Local Descriptor by Cao, Yibo, Liu, Shun, Zhao, Pengfei, Zhu, Haiwen

“… or dark environments, a 3D face recognition algorithm based on point cloud depth learning is proposed…”
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Research on a face recognition algorithm based on 3D face data and 2D face image matching by Niu, Wenjie, Zhao, Yuankun, Yu, Zhiyan, Liu, Yu, Gong, Yu

“…•A 3D face recognition algorithm framework based on 2D-3D matching is proposed to solve the face recognition problem when there is no light and the database only has 2D face data…”
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3D face recognition algorithm based on deep Laplacian pyramid under the normalization of epidemic control by Kong, Weiyi, You, Zhisheng, Lv, Xuebin

“… This paper proposes an innovative Laplacian pyramid algorithm for deep 3D face recognition, which can be used in public…”
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A 3D Face Recognition Algorithm Directly Applied to Point Clouds by You, Xingyi, Zhao, Xiaohu

“…Face recognition technology, despite its widespread use in various applications, still faces challenges related to occlusions, pose variations, and expression changes…”
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3D face recognition algorithm based on nose tip contour and radial curve by Tang, Linlin, Li, Zhangyan, Liu, Yang, Qi, Shuhan, Zhang, Jiajia, Pan, Jiancheng, Shi, Shuaijie

“… It can also reduce data size and speed up calculation. Shape analysis algorithm is also introduced to calculate geodesic distance of corresponding 3D curve of the simplified face as the basis of classification…”
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Face Recognition Algorithm Based on 3D Point Cloud Acquired by Mixed Image Sensor by Yi, Tang-Tang

“…In order to solve the problem of low recognition accuracy in recognition of 3D face images collected by traditional sensors, a face recognition algorithm for 3D point cloud collected by mixed image sensors is proposed…”
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Three-polar parameterization-based ICP algorithm for 3D face registration and recognition by Jribi, Majdi, Habbachi, Arwa, Ghorbel, Faouzi

“…We propose, in this work, a novel registration-based approach for the 3D face recognition task…”
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Anthropometric 3D Face Recognition by Gupta, Shalini, Markey, Mia K., Bovik, Alan C.

“…We present a novel anthropometric three dimensional (Anthroface 3D) face recognition algorithm, which is based on a systematically selected set…”
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3D face recognition using local binary patterns by Tang, Hengliang, Yin, Baocai, Sun, Yanfeng, Hu, Yongli

“… In this paper, we develop a novel 3D face recognition algorithm using Local Binary Pattern (LBP) under expression varieties, which is an extension of the LBP operator widely used in ordinary facial analysis…”
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3D Face Recognition Algorithm Based on Deep Belief Network by Liu, Lixia

“…Although the depth learning algorithm reduces the workload of face recognition to a certain extent, the local characteristics of 3D face images is ignored, resulting in low accuracy of 3D face recognition…”
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meshSIFT: Local surface features for 3D face recognition under expression variations and partial data by Smeets, Dirk, Keustermans, Johannes, Vandermeulen, Dirk, Suetens, Paul

“… In this paper the meshSIFT algorithm and its use for 3D face recognition is presented. This algorithm consists of four major components…”
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Meta-learning-based adversarial training for deep 3D face recognition on point clouds by Yu, Cuican, Zhang, Zihui, Li, Huibin, Sun, Jian, Xu, Zongben

“…•We propose an algorithm for deep 3D face recognition on point clouds, where an adversarial training based 3D face data augmentation and a meta-learning based network training are designed…”
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A survey of local feature methods for 3D face recognition by Soltanpour, Sima, Boufama, Boubakeur, Jonathan Wu, Q.M.

“… Although several literature reviews have been carried out on 3D face recognition algorithms, only a few studies have been performed on feature extraction methods…”
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3D face recognition: An automatic strategy based on geometrical descriptors and landmarks by Vezzetti, Enrico, Marcolin, Federica, Fracastoro, Giulia

“… Here we propose a new 3D face recognition algorithm, entirely developed in Matlab®, whose framework totally comes from differential geometry…”
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3D Face Factorisation for Face Recognition Using Pattern Recognition Algorithms by Abbas, Hawraa H., Ahmed, Bilal Z., Abbas, Ahmed Kamil

“… In contrast to 2D face recognition, 3D face recognition is practically robust to illumination variance, facial cosmetics, and face pose changes…”
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Novel presentation attack detection algorithm for face recognition system: Application to 3D face mask attack by Raghavendra, R., Busch, Christoph

“… In this paper, we present a novel Presentation Attack Detection (PAD) algorithm that can accurately detect and mitigate the 3D mask attacks on a face recognition system…”
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Research of 3D face recognition algorithm based on deep learning stacked denoising autoencoder theory by Jian Zhang, Zhenjie Hou, Zhuoran Wu, Yongkang Chen, Weikang Li

“…This electronic Due to the fact that the 3D face depth data have more information, the 3D face recognition is attracting more and more attention in the machine learning area…”
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Research on 3D face recognition method in cloud environment based on semi supervised clustering algorithm by Li, Cuixia, Tan, Yingjun, Wang, Dingbiao, Ma, Peijie

“…The recognition process of 3D face in cloud environment is vulnerable to the interference of external environment, resulting in poor recognition accuracy, therefore, a 3D face recognition method…”
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Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression by Chang, K.I., Bowyer, W., Flynn, P.J.

“…An algorithm is proposed for 3D face recognition in the presence of varied facial expressions…”
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An Efficient 3D Face Recognition Algorithm by Kaushik, V.D., Budhwar, A., Dubey, A., Agrawal, R., Gupta, S., Pathak, V.K., Gupta, P.

“…This paper proposes an efficient expression invariant algorithm for 3D face recognition of subjects…”
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