Pose Estimation of Three-Dimensional Face Point Cloud Based on Symmetry Plane

Zeqi Ma; Zhiliang Shi; Xiaoyao Li; Wangyue Cai

doi:10.3788/LOP202259.0810003

[1] Tian W, Liu F, Zhao Q J. Landmark-based 3D face reconstruction from an arbitrary number of unconstrained images[C], 774-779(2018).

[2] Liu P P, Han X T, Lü M et al. Learning 3D face reconstruction with a pose guidance network[M]. Ishikawa H, Liu C L, Pajdla T, et al. Computer vision-ACCV 2020. Lecture notes in computer science, 12626, 154-169(2021).

[3] Zhang J C, Gao K K, Zhao Q J et al. Pose invariant 3D facial landmark detection via pose normalization and deep regression[C], 74-78(2020).

[4] Perakis P, Passalis G, Theoharis T et al. 3D facial landmark detection under large yaw and expression variations[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35, 1552-1564(2013).

[5] Liu F, Zhao Q J, Liu X M et al. Joint face alignment and 3D face reconstruction with application to face recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42, 664-678(2020).

[6] Shao X H, Zhou X D, Li Z H et al. Multi-view face recognition via well-advised pose normalization network[J]. IEEE Access, 8, 66400-66410(2020).

[7] Cheng C, Da F P, Wang C X et al. Pose invariant face recognition using maximum Gabor similarity based on Lucas-Kanade algorithm[J]. Acta Optica Sinica, 39, 0715005(2019).

[8] Wu Y, Ji Q. Facial landmark detection: a literature survey[J]. International Journal of Computer Vision, 127, 115-142(2019).

[9] Zhang X Z, Gao Y S. Face recognition across pose: a review[J]. Pattern Recognition, 42, 2876-2896(2009).

[10] Murphy-Chutorian E, Trivedi M M. Head pose estimation in computer vision: a survey[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31, 607-626(2009).

[11] Hu B F, Qiu L M. 3D face pose estimation based on multi-points model[J]. Journal of Image and Graphics, 13, 1353-1358(2008).

[12] Zhang M Y, Hou X H, Ren W B et al. A face pose estimation algorithm based on nonlinear least square[J]. Journal of Zhejiang University of Technology, 44, 34-38(2016).

[13] Gao J N, Evans A N. Expression robust 3D face landmarking using thresholded surface normals[J]. Pattern Recognition, 78, 120-132(2018).

[14] Gorbatsevich V, Vizilter Y, Knyaz V et al. Face pose recognition based on monocular digital imagery and stereo-based estimation of its precision[J]. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XL-5, 257-263(2014).

[15] Zhong J Y, Qiu J, Han P et al. Head pose estimation algorithm based on structured light three-dimensional reconstruction[J]. Laser & Optoelectronics Progress, 57, 181008(2020).

[16] Fanelli G, Gall J, van Gool L. Real time head pose estimation with random regression forests[C], 617-624(2011).

[17] Li C L, Zhong F, Ma X et al. Real-time head pose estimation based on Kalman filter and random regression forest[J]. Journal of Computer-Aided Design & Computer Graphics, 29, 2309-2316(2017).

[18] Ranjan R, Patel V M, Chellappa R. HyperFace: a deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 41, 121-135(2019).

[19] Borghi G, Fabbri M, Vezzani R et al. Face-from-depth for head pose estimation on depth images[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 42, 596-609(2020).

[20] Li D Q, Pedrycz W. A central profile-based 3D face pose estimation[J]. Pattern Recognition, 47, 525-534(2014).

[21] Zhang L Y, Razdan A, Farin G et al. 3D face authentication and recognition based on bilateral symmetry analysis[J]. The Visual Computer, 22, 43-55(2006).

[22] Spreeuwers L. Breaking the 99% barrier: optimisation of three-dimensional face recognition[J]. IET Biometrics, 4, 169-178(2015).

[23] Sun D Z, Fan Z X, Li Y R. Automatic extraction of boundary characteristic from scatter data[J]. Journal of Huazhong University of Science and Technology (Nature Science Edition), 36, 82-84(2008).

[24] Yin B C, Sun Y F, Wang C Z et al. BJUT-3D large scale 3D face database and information processing[J]. Journal of Computer Research and Development, 46, 1009-1018(2009).