Lightweight head pose estimation without keypoints based on multi-scale lightweight neural network

[1]  Binghai Yan,et al.  EnNeRFACE: improving the generalization of face reenactment with adaptive ensemble neural radiance fields , 2022, The Visual Computer.

[2]  Victor Y. Chen,et al.  Towards Unbiased Label Distribution Learning for Facial Pose Estimation Using Anisotropic Spherical Gaussian , 2022, ECCV.

[3]  S. Kaneko,et al.  Inferred box harmonization and aggregation for degraded face detection in crowds , 2022, Multimedia Tools and Applications.

[4]  Jinfu Liu,et al.  A convolution-transformer dual branch network for head-pose and occlusion facial expression recognition , 2022, The Visual Computer.

[5]  Riccardo Leonardi,et al.  Head pose estimation: A survey of the last ten years , 2021, Signal Process. Image Commun..

[6]  E. Zagrouba,et al.  Deep 3D-LBP: CNN-based fusion of shape modeling and texture descriptors for accurate face recognition , 2021, The Visual Computer.

[7]  Miao Xin,et al.  EVA-GCN: Head Pose Estimation Based on Graph Convolutional Networks , 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

[8]  Quoc V. Le,et al.  EfficientNetV2: Smaller Models and Faster Training , 2021, ICML.

[9]  Jiashi Feng,et al.  Coordinate Attention for Efficient Mobile Network Design , 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[10]  Alexandros Stergiou,et al.  Refining activation downsampling with SoftPool , 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

[11]  Victor Y. Chen,et al.  A Vector-based Representation to Enhance Head Pose Estimation , 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

[12]  Ishfaq Ahmad,et al.  Object detection and sensory feedback techniques in building smart cane for the visually impaired: an overview , 2020, PETRA.

[13]  Hao Zhang,et al.  FDN: Feature Decoupling Network for Head Pose Estimation , 2020, AAAI.

[14]  Chang Xu,et al.  GhostNet: More Features From Cheap Operations , 2019, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[15]  Wang Xin,et al.  Head Pose Estimation via Multi-Task Cascade CNN , 2019, Proceedings of the 2019 3rd High Performance Computing and Cluster Technologies Conference.

[16]  Yung-Yu Chuang,et al.  FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[17]  Quoc V. Le,et al.  EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks , 2019, ICML.

[18]  Jingying Chen,et al.  Head pose estimation with soft labels using regularized convolutional neural network , 2019, Neurocomputing.

[19]  Pi-Cheng Hsiu,et al.  SSR-Net: A Compact Soft Stagewise Regression Network for Age Estimation , 2018, IJCAI.

[20]  Mark Sandler,et al.  MobileNetV2: Inverted Residuals and Linear Bottlenecks , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[21]  James M. Rehg,et al.  Fine-Grained Head Pose Estimation Without Keypoints , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

[22]  Gang Sun,et al.  Squeeze-and-Excitation Networks , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[23]  Ramakant Nevatia,et al.  FacePoseNet: Making a Case for Landmark-Free Face Alignment , 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

[24]  Dmitriy Anisimov,et al.  Towards lightweight convolutional neural networks for object detection , 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).

[25]  Ioannis A. Kakadiaris,et al.  Joint Head Pose Estimation and Face Alignment Framework Using Global and Local CNN Features , 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

[26]  Bo Chen,et al.  MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications , 2017, ArXiv.

[27]  Georgios Tzimiropoulos,et al.  How Far are We from Solving the 2D & 3D Face Alignment Problem? (and a Dataset of 230,000 3D Facial Landmarks) , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[28]  Rama Chellappa,et al.  KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors , 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

[29]  Yu Qiao,et al.  Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks , 2016, IEEE Signal Processing Letters.

[30]  Wei Liu,et al.  SSD: Single Shot MultiBox Detector , 2015, ECCV.

[31]  Xiangyu Zhu,et al.  Face Alignment in Full Pose Range: A 3D Total Solution , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[32]  Neil Martin Robertson,et al.  Deep Head Pose: Gaze-Direction Estimation in Multimodal Video , 2015, IEEE Transactions on Multimedia.

[33]  Qingmin Liao,et al.  Depth-images-based pose estimation using regression forests and graphical models , 2015, Neurocomputing.

[34]  Josephine Sullivan,et al.  One millisecond face alignment with an ensemble of regression trees , 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

[35]  Luc Van Gool,et al.  Random Forests for Real Time 3D Face Analysis , 2012, International Journal of Computer Vision.

[36]  Mohan M. Trivedi,et al.  Head Pose Estimation in Computer Vision: A Survey , 2009, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[37]  Hai Liu,et al.  MFDNet: Collaborative Poses Perception and Matrix Fisher Distribution for Head Pose Estimation , 2022, IEEE Transactions on Multimedia.

[38]  Bin Huang,et al.  Improving head pose estimation using two-stage ensembles with top-k regression , 2020, Image Vis. Comput..

[39]  Rama Chellappa,et al.  HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition , 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[40]  Ieee Staff,et al.  2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) , 2015 .