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In this paper, we present a method for unconstrained end-to-end head pose estimation.
“Head pose estimation for driver assistance systems: A robust algorithm and experimental evaluation,”
Erik Murphy-Chutorian, Anup Doshi, and Mohan Manubhai Trivedi, · 2007
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“Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness,”
Erik Murphy-Chutorian and Mohan Manubhai Trivedi, · 2010
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“Random forests for real time 3d face analysis,”
G. Fanelli, M. Dantone, J. Gall, A. Fossati, and L. van Gool, · 2013
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“Going deeper with convolutions,”
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich, · 2015
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“High-fidelity pose and expression normalization for face recognition in the wild,”
Xiangyu Zhu, Zhen Lei, Junjie Yan, Dong Yi, and Stan Z. Li, · 2015
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“Panoptic studio: A massively multiview system for social motion capture,”
Hanbyul Joo, Hao Liu, Lei Tan, Lin Gui, Bart Nabbe, Iain Matthews, Takeo Kanade, Shohei Nobuhara, , and Yaser Sheikh, · 2015
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“Deep residual learning for image recognition,”
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun, · 2016
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“Face alignment across large poses: A 3d solution,”
Xiangyu Zhu, Zhen Lei, Xiaoming Liu, Hailin Shi, and S. Li, · 2016
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“Joint face detection and alignment using multitask cascaded convolutional networks,”
Kaipeng Zhang, Zhanpeng Zhang, Zhifeng Li, and Yu Qiao, · 2016
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“Landmark based head pose estimation benchmark and method,”
Philipp Werner, Frerk Saxen, and Ayoub Al-Hamadi, · 2017
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“Fine-grained head pose estimation without keypoints,”
Nataniel Ruiz, Eunji Chong, and James M. Rehg, · 2018
Cited alongside, same era.
“Quatnet: Quaternion-based head pose estimation with multiregression loss,”
Heng-Wei Hsu, Tung-Yu Wu, Sheng Wan, Wing Hung Wong, and Chen-Yi Lee, · 2019
Cited alongside, same era.
“Fsa-net: Learning fine-grained structure aggregation for head pose estimation from a single image,”
“Improving head pose estimation using two-stage ensembles with top-k regression,”
Bin Huang, Renwen Chen, Wang Xu, and Qinbang Zhou, · 2020
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“Whenet: Real-time fine-grained estimation for wide range head pose,”
Yijun Zhou and James Gregson, · 2020
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“Fdn: Feature decoupling network for head pose estimation,”
Hao Zhang, Mengmeng Wang, Yong Liu, and Yi Yuan, · 2020
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“Robo-hud: Interaction concept for contactless operation of industrial cobotic systems,”
Dominykas Strazdas, Jan Hintz, and Ayoub Al-Hamadi, · 2021
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“A vector-based representation to enhance head pose estimation,”
Zhiwen Cao, Zongcheng Chu, Dongfang Liu, and Yingjie Chen, · 2021
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“Repvgg: Making vgg-style convnets great again,”
Xiaohan Ding, X. Zhang, Ningning Ma, Jungong Han, Guiguang Ding, and Jian Sun, · 2021
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Tsun-Yi Yang, Yi-Ting Chen, Yen-Yu Lin, and Yung-Yu Chuang, · 2019
Cited alongside, same era.
“On the continuity of rotation representations in neural networks,”
Yi Zhou, Connelly Barnes, Jingwan Lu, Jimei Yang, and Hao Li, · 2019
Cited alongside, same era.
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