Fetching the paper…
Reading the bibliography…
We present an end-to-end head-pose estimation network designed to predict Euler angles through the full range head yaws from a single RGB image.
Closed-form solution of absolute orientation using orthonormal matrices
Berthold KP Horn, Hugh M Hilden, and Shahriar Negahdaripour · 1988
Earlier work this paper cites.
Edge and keypoint detection in facial regions
Rainer Herpers, Markus Michaelis, K-H Lichtenauer, and Gerald Sommer · 1996
Earlier work this paper cites.
Understanding pose discrimination in similarity space
Jamie Sherrah, Shaogang Gong, and Eng-Jon Ong · 1999
Earlier work this paper cites.
Composite support vector machines for detection of faces across views and pose estimation
Jeffrey Ng and Shaogang Gong · 2002
Earlier work this paper cites.
Head pose estimation using view based eigenspaces
Sujith Srinivasan and Kim L Boyer · 2002
Earlier work this paper cites.
Model-based head pose tracking with stereovision
Ruigang Yang and Zhengyou Zhang · 2002
Earlier work this paper cites.
The influence of head contour and nose angle on the perception of eye-gaze direction
Stephen RH Langton, Helen Honeyman, and Emma Tessler · 2004
Earlier work this paper cites.
Head pose estimation for driver monitoring
Youding Zhu and Kikuo Fujimura · 2004
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.
Colour invariant head pose classification in low resolution video
Ben Benfold and Ian D Reid · 2008
Earlier work this paper cites.
Head pose estimation in computer vision: A survey
Erik Murphy-Chutorian and Mohan Manubhai Trivedi · 2008
Earlier work this paper cites.
3d deformable face tracking with a commodity depth camera
Qin Cai, David Gallup, Cha Zhang, and Zhengyou Zhang · 2010
Earlier work this paper cites.
Head pose estimation and augmented reality tracking: An integrated system and evaluation for monitoring driver awareness
Erik Murphy-Chutorian and Mohan Manubhai Trivedi · 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.
Advance in head pose estimation from low resolution images: A review
Teera Siriteerakul · 2012
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.
A robust real-time face tracking using head pose estimation for a markerless ar system
Márcio Cerqueira de Farias Macedo, Antônio Lopes Apolinário, and Antonio Carlos dos Santos Souza · 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
Cited alongside, same era.
Vision meets robotics: The kitti dataset
Andreas Geiger, Philip Lenz, Christoph Stiller, and Raquel Urtasun · 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.
No matter where you are: Flexible graph-guided multi-task learning for multi-view head pose classification under target motion
Yan Yan, Elisa Ricci, Ramanathan Subramanian, Oswald Lanz, and Nicu Sebe · 2013
Cited alongside, same era.
Pose-free facial landmark fitting via optimized part mixtures and cascaded deformable shape model
Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, and Dimitris N Metaxas · 2013
Cited alongside, same era.
Yawdd: A yawning detection dataset
How far are we from solving the 2d & 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)
Adrian Bulat and Georgios Tzimiropoulos · 2017
Later among the works it cites.
Dynamic facial analysis: From bayesian filtering to recurrent neural network
Jinwei Gu, Xiaodong Yang, Shalini De Mello, and Jan Kautz · 2017
Later among the works it cites.
Panoptic studio: A massively multiview system for social interaction capture
Hanbyul Joo, Tomas Simon, Xulong Li, Hao Liu, Lei Tan, Lin Gui, Sean Banerjee, Timothy Godisart, Bart Nabbe, Iain Matthews, et al · 2017
Later among the works it cites.
Kepler: Keypoint and pose estimation of unconstrained faces by learning efficient h-cnn regressors
Amit Kumar, Azadeh Alavi, and Rama Chellappa · 2017
Later among the works it cites.
An all-in-one convolutional neural network for face analysis
Rajeev Ranjan, Swami Sankaranarayanan, Carlos D Castillo, and Rama Chellappa · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Shabnam Abtahi, Mona Omidyeganeh, Shervin Shirmohammadi, and Behnoosh Hariri · 2014
Cited alongside, same era.
Self-initializing head pose estimation with a 2d monocular usb camera
Patrick Burger, Martin Rothbucher, and Klaus Diepold · 2014
Cited alongside, same era.
Joint cascade face detection and alignment
Dong Chen, Shaoqing Ren, Yichen Wei, Xudong Cao, 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.
Real time head model creation and head pose estimation on consumer depth cameras
Manuel Martin, Florian Van De Camp, and Rainer Stiefelhagen · 2014
Cited alongside, same era.
Head detection and orientation estimation for pedestrian safety
Eike Rehder, Horst Kloeden, and Christoph Stiller · 2014
Cited alongside, same era.
Deep head pose: Gaze-direction estimation in multimodal video
Sankha S Mukherjee and Neil Martin Robertson · 2015
Cited alongside, same era.
Jiahong Wu, He Zheng, Bo Zhao, Yixin Li, Baoming Yan, Rui Liang, Wenjia Wang, Shipei Zhou, Guosen Lin, Yanwei Fu, et al · 2017
Later among the works it cites.
Face-from-depth for head pose estimation on depth images
Guido Borghi, Matteo Fabbri, Roberto Vezzani, Rita Cucchiara, et al · 2018
Later among the works it cites.
Real-time 2d multi-person pose estimation on cpu: Lightweight openpose
Daniil Osokin · 2018
Later among the works it cites.
Appearance based pedestrians’ head pose and body orientation estimation using deep learning
Mudassar Raza, Zonghai Chen, Saeed-Ur Rehman, Peng Wang, and Peng Bao · 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.
Mobilenetv2: Inverted residuals and linear bottlenecks
Mark Sandler, Andrew Howard, Menglong Zhu, Andrey Zhmoginov, and Liang-Chieh Chen · 2018
Later among the works it cites.
Facial feature point detection: A comprehensive survey
Nannan Wang, Xinbo Gao, Dacheng Tao, Heng Yang, and Xuelong Li · 2018
Later among the works it cites.
Ssr-net: A compact soft stagewise regression network for age estimation
Tsun-Yi Yang, Yi-Hsuan Huang, Yen-Yu Lin, Pi-Cheng Hsiu, and Yung-Yu Chuang · 2018
Later among the works it cites.
Estimation of pedestrian pose orientation using soft target training based on teacher–student framework
DuYeong Heo, Jae Yeal Nam, and Byoung Chul Ko · 2019
Later among the works it cites.
Improving head pose estimation with a combined loss and bounding box margin adjustment
Mingzhen Shao, Zhun Sun, Mete Ozay, and Takayuki Okatani · 2019
Later among the works it cites.
Efficientnet: Rethinking model scaling for convolutional neural networks
Mingxing Tan and Quoc V Le · 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.