Fetching the paper…
Reading the bibliography…
This paper proposes to use the three vectors in a rotation matrix as the representation in head pose estimation and develops a new neural network based on the characteristic of such representation.
Optimal orthonormalization of the strapdown matrix by using singular value decomposition
Jianqin Mao · 1986
Earlier work this paper cites.
Head pose estimation by nonlinear manifold learning
Bisser Raytchev, Ikushi Yoda, and Katsuhiko Sakaue · 2004
Earlier work this paper cites.
Monocular model-based 3d tracking of rigid objects
P Fua and V Lepetit · 2005
Earlier work this paper cites.
Head pose estimation on low resolution images
Nicolas Gourier, Jérôme Maisonnasse, Daniela Hall, and James L Crowley · 2006
Earlier work this paper cites.
Head pose estimation for driver assistance systems: A robust algorithm and experimental evaluation
Erik Murphy-Chutorian, Anup Doshi, and Mohan Manubhai Trivedi · 2007
Earlier work this paper cites.
Epnp: An accurate o (n) solution to the pnp problem
Vincent Lepetit, Francesc Moreno-Noguer, and Pascal Fua · 2009
Earlier work this paper cites.
Learning 3-d object orientation from images
Ashutosh Saxena, Justin Driemeyer, and Andrew Y Ng · 2009
Earlier work this paper cites.
Cascaded pose regression
Piotr Dollár, Peter Welinder, and Pietro Perona · 2010
Earlier work this paper cites.
Real time head pose estimation with random regression forests
Gabriele Fanelli, Juergen Gall, and Luc Van Gool · 2011
Earlier work this paper cites.
Annotated Facial Landmarks in the Wild: A Large-scale, Real-world Database for Facial Landmark Localization
Peter M. Roth Martin Koestinger, Paul Wohlhart and Horst Bischof · 2011
Earlier work this paper cites.
Face detection, pose estimation, and landmark localization in the wild
Xiangxin Zhu and Deva Ramanan · 2012
Earlier work this paper cites.
Localizing parts of faces using a consensus of exemplars
Peter N Belhumeur, David W Jacobs, David J Kriegman, and Neeraj Kumar · 2013
Earlier work this paper cites.
Random forests for real time 3d face analysis
Gabriele Fanelli, Matthias Dantone, Juergen Gall, Andrea Fossati, and Luc Van Gool · 2013
Earlier work this paper cites.
300 faces in-the-wild challenge: The first facial landmark localization challenge
Christos Sagonas, Georgios Tzimiropoulos, Stefanos Zafeiriou, and Maja Pantic · 2013
Cited alongside, same era.
Deep convolutional network cascade for facial point detection
Yi Sun, Xiaogang Wang, and Xiaoou Tang · 2013
Cited alongside, same era.
Extensive facial landmark localization with coarse-to-fine convolutional network cascade
Erjin Zhou, Haoqiang Fan, Zhimin Cao, Yuning Jiang, and Qi Yin · 2013
Cited alongside, same era.
Face alignment by explicit shape regression
Xudong Cao, Yichen Wei, Fang Wen, and Jian Sun · 2014
Cited alongside, same era.
One millisecond face alignment with an ensemble of regression trees
Vahid Kazemi and Josephine Sullivan · 2014
Cited alongside, same era.
High-fidelity pose and expression normalization for face recognition in the wild
Occlusion resistant object rotation regression from point cloud segments
Ge Gao, Mikko Lauri, Jianwei Zhang, and Simone Frintrop · 2018
Later among the works it cites.
Quatnet: Quaternion-based head pose estimation with multiregression loss
Heng-Wei Hsu, Tung-Yu Wu, Sheng Wan, Wing Hung Wong, and Chen-Yi Lee · 2018
Later among the works it cites.
Fine-grained head pose estimation without keypoints
Nataniel Ruiz, Eunji Chong, and James M Rehg · 2018
Later among the works it cites.
Facial pose estimation by deep learning from label distributions
Zhaoxiang Liu, Zezhou Chen, Jinqiang Bai, Shaohua Li, and Shiguo Lian · 2019
Later among the works it cites.
Pvnet: Pixel-wise voting network for 6dof pose estimation
Sida Peng, Yuan Liu, Qixing Huang, Xiaowei Zhou, and Hujun Bao · 2019
Later among the works it cites.
Face alignment using a 3d deeply-initialized ensemble of regression trees
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, and Stan Z Li · 2015
Cited alongside, same era.
Wider face: A face detection benchmark
Shuo Yang, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2016
Cited alongside, same era.
Joint face detection and alignment using multitask cascaded convolutional networks
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao · 2016
Cited alongside, same era.
Face alignment across large poses: A 3d solution
Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, and Stan Z Li · 2016
Cited alongside, same era.
Kepler: Keypoint and pose estimation of unconstrained faces by learning efficient h-cnn regressors
Amit Kumar, Azadeh Alavi, and Rama Chellappa · 2017
Cited alongside, same era.
3d pose regression using convolutional neural networks
Siddharth Mahendran, Haider Ali, and René Vidal · 2017
Cited alongside, same era.
Hyperface: A deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition
Rajeev Ranjan, Vishal M Patel, and Rama Chellappa · 2017
Cited alongside, same era.
Roberto Valle, José M Buenaposada, Antonio Valdés, and Luis Baumela · 2019
Later among the works it cites.
Fsa-net: Learning fine-grained structure aggregation for head pose estimation from a single image
Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang · 2019
Later among the works it cites.
Dpod: 6d pose object detector and refiner
Sergey Zakharov, Ivan Shugurov, and Slobodan Ilic · 2019
Later among the works it cites.
On the continuity of rotation representations in neural networks
Yi Zhou, Connelly Barnes, Jingwan Lu, Jimei Yang, and Hao Li · 2019
Later among the works it cites.
Towards fast, accurate and stable 3d dense face alignment
Jianzhu Guo, Xiangyu Zhu, Yang Yang, Fan Yang, Zhen Lei, and Stan Z Li · 2020
Closest in time.
Improving head pose estimation using two-stage ensembles with top-k regression
Bin Huang, Renwen Chen, Wang Xu, and Qinbang Zhou · 2020
Closest in time.
On closed-form formulas for the 3-d nearest rotation matrix problem
Soheil Sarabandi, Arya Shabani, Josep M Porta, and Federico Thomas · 2020
Closest in time.
Hybridpose: 6d object pose estimation under hybrid representations
Chen Song, Jiaru Song, and Qixing Huang · 2020
Closest in time.