3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs

9 March 2022

Papers citing "3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs"

39 / 39 papers shown

Title
Counting with Adaptive Auxiliary Learning Y. Meng J. Bridge Meng Wei Yitian Zhao Yihong Qiao Xiaoyun Yang Xiaowei Huang Yalin Zheng 66 4 0 08 Mar 2022
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Y. Meng Hongrun Zhang Dongxu Gao Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng GNN 114 27 0 27 Oct 2021
Spatial Uncertainty-Aware Semi-Supervised Crowd Counting Y. Meng Hongrun Zhang Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng OT 66 90 0 28 Jul 2021
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 130 1,350 0 07 Apr 2019
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders Yuxiang Zhou Jiankang Deng I. Kotsia Stefanos Zafeiriou AI4CE CVBM 3DH 63 75 0 06 Apr 2019
DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation Hanchao Li Pengfei Xiong Haoqiang Fan Jian Sun SSeg 83 567 0 03 Apr 2019
MeshGAN: Non-linear 3D Morphable Models of Faces Shiyang Cheng M. Bronstein Yuxiang Zhou I. Kotsia Maja Pantic Stefanos Zafeiriou CVBM 3DH GAN 53 81 0 25 Mar 2019
GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction Baris Gecer Stylianos Ploumpis I. Kotsia Stefanos Zafeiriou 3DH CVBM 64 345 0 15 Feb 2019
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment Jiaxin Guo Jiankang Deng Niannan Xue Stefanos Zafeiriou CVBM 63 60 0 05 Dec 2018
Generating 3D faces using Convolutional Mesh Autoencoders Anurag Ranjan Timo Bolkart Soubhik Sanyal Michael J. Black CVBM 3DH 69 575 0 26 Jul 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 105 6,162 0 18 Jul 2018
Nonlinear 3D Face Morphable Model Luan Tran Xiaoming Liu 3DV 92 398 0 11 Apr 2018
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model Baris Gecer Binod Bhattarai J. Kittler Tae-Kyun Kim CVBM GAN 54 66 0 10 Apr 2018
Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network Yao Feng Fan Wu Xiaohu Shao Yanfeng Wang Xi Zhou 3DV 3DH 68 691 0 21 Mar 2018
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition Jiankang Deng Shiyang Cheng Niannan Xue Yuxiang Zhou Stefanos Zafeiriou CVBM 68 202 0 13 Dec 2017
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks Zhenhua Feng J. Kittler Muhammad Awais P. Huber Xiaojun Wu CVBM 61 399 0 17 Nov 2017
Dense Face Alignment Yaojie Liu Amin Jourabloo William Ren Xiaoming Liu 3DH CVBM 3DV 57 143 0 05 Sep 2017
Deep Layer Aggregation Feng Yu Dequan Wang Evan Shelhamer Trevor Darrell AI4CE FAtt 155 1,332 0 20 Jul 2017
Faster Than Real-time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses Chandrasekhar Bhagavatula Chenchen Zhu Khoa Luu Marios Savvides CVBM 34 120 0 18 Jul 2017
Unrestricted Facial Geometry Reconstruction Using Image-to-Image Translation Matan Sela Elad Richardson Ron Kimmel CVBM 3DH 60 263 0 29 Mar 2017
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression Aaron S. Jackson Adrian Bulat Vasileios Argyriou Georgios Tzimiropoulos 3DH 3DV 66 443 0 22 Mar 2017
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks) Adrian Bulat Georgios Tzimiropoulos 3DH CVBM 3DV 106 1,479 0 21 Mar 2017
Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 112 191 0 02 Mar 2017
3D Face Morphable Models "In-the-Wild" James Booth Xin Yuan Gang Huang Hong Jiang Yannis Panagakis Stefanos Zafeiriou 3DH 61 183 0 19 Jan 2017
Regressing Robust and Discriminative 3D Morphable Models with a very Deep Neural Network Anh Tran Tal Hassner I. Masi Gérard Medioni CVBM 3DH 3DV 58 479 0 15 Dec 2016
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 485 22,143 0 09 Dec 2016
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild R. Güler George Trigeorgis Epameinondas Antonakos Patrick Snape Stefanos Zafeiriou Iasonas Kokkinos 3DH 3DV 115 201 0 04 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 421 1,824 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 813 3,293 0 24 Nov 2016
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation Guosheng Lin Anton Milan Chunhua Shen Ian Reid AI4TS SSeg 269 2,851 0 20 Nov 2016
Learning Detailed Face Reconstruction from a Single Image Elad Richardson Matan Sela Roy Or-El Ron Kimmel 3DV 3DH CVBM 66 339 0 15 Nov 2016
3D Face Reconstruction by Learning from Synthetic Data Elad Richardson Matan Sela Ron Kimmel 3DH 3DV 55 307 0 14 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 793 36,881 0 25 Aug 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 360 7,671 0 30 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Pose-Invariant 3D Face Alignment Amin Jourabloo Xiaoming Liu 3DH CVBM 58 163 0 11 Jun 2015
Fast R-CNN Ross B. Girshick ObjD 312 25,081 0 30 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 465 43,341 0 11 Feb 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 230 4,884 0 21 Dec 2013