Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources

2 March 2017

Adrian Bulat

Georgios Tzimiropoulos

CVBM

3DV

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Papers citing "Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources"

29 / 29 papers shown

Title
DogFLW: Dog Facial Landmarks in the Wild Dataset G.A. Martvel Greta Abele A. Bremhorst Chiara Canori Nareed Farhat Giulia Pedretti I. Shimshoni Anna Zamansky 31 1 0 19 May 2024
OVeNet: Offset Vector Network for Semantic Segmentation Stamatis Alexandropoulos Christos Sakaridis Petros Maragos SSeg 26 1 0 25 Mar 2023
From Keypoints to Object Landmarks via Self-Training Correspondence: A novel approach to Unsupervised Landmark Discovery Dimitrios Mallis Enrique Sanchez Matt Bell Georgios Tzimiropoulos SSL 3DPC 43 6 0 31 May 2022
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image T. Martyniuk Orest Kupyn Yana Kurlyak Igor Krashenyi Jivri V. Sharmanska 3DH 36 37 0 07 Apr 2022
3D Dense Face Alignment with Fused Features by Aggregating CNNs and GCNs Y. Meng Xu Chen Dongxu Gao Yitian Zhao Xiaoyun Yang Yihong Qiao Xiaowei Huang Yalin Zheng 3DH 3DPC CVBM 25 3 0 09 Mar 2022
Multi-task head pose estimation in-the-wild Roberto Valle J. M. Buenaposada Luis Baumela CVBM 18 67 0 04 Feb 2022
ADNet: Leveraging Error-Bias Towards Normal Direction in Face Alignment Yangyu Huang Hao Yang Chong Li Jongyoo Kim Fangyun Wei CVBM 29 46 0 13 Sep 2021
EfficientPose: Efficient Human Pose Estimation with Neural Architecture Search Wenqiang Zhang Jiemin Fang Xinggang Wang Wenyu Liu 3DH 19 46 0 13 Dec 2020
Improving Accuracy of Binary Neural Networks using Unbalanced Activation Distribution Hyungjun Kim Jihoon Park Chang-Ho Lee Jae-Joon Kim MQ 20 30 0 02 Dec 2020
Controlling Information Capacity of Binary Neural Network D. Ignatov Andrey D. Ignatov MQ 39 21 0 04 Aug 2020
BATS: Binary ArchitecTure Search Adrian Bulat Brais Martínez Georgios Tzimiropoulos MQ 25 67 0 03 Mar 2020
RePose: Learning Deep Kinematic Priors for Fast Human Pose Estimation Hossam N. Isack Christian Haene Cem Keskin Sofien Bouaziz Yuri Boykov Shahram Izadi S. Khamis 3DH 32 10 0 10 Feb 2020
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning D. Hwang Suntae Kim Nicolas Monet Hideki Koike Soonmin Bae 3DH 25 39 0 15 Jan 2020
Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network Bin Sun Ming Shao Siyu Xia Y. Fu 3DH CVBM 17 2 0 25 Oct 2019
XNOR-Net++: Improved Binary Neural Networks Adrian Bulat Georgios Tzimiropoulos MQ 39 200 0 30 Sep 2019
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis Gary Storey Ahmed Bouridane Richard M. Jiang Chang-Tsun Li CVBM 21 3 0 05 Sep 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 195 3,537 0 20 Aug 2019
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera Dushyant Mehta Oleksandr Sotnychenko Franziska Mueller Weipeng Xu Mohamed A. Elgharib Pascal Fua Hans-Peter Seidel Helge Rhodin Gerard Pons-Moll Christian Theobalt 3DH 18 168 0 01 Jul 2019
T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor Jean Kossaifi Adrian Bulat Georgios Tzimiropoulos M. Pantic 22 67 0 04 Apr 2019
Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment Jiaxin Guo Jiankang Deng Niannan Xue S. Zafeiriou CVBM 18 58 0 05 Dec 2018
3D Human Body Reconstruction from a Single Image via Volumetric Regression Aaron S. Jackson Chris Manafas Georgios Tzimiropoulos 3DH 18 92 0 11 Sep 2018
Hierarchical binary CNNs for landmark localization with limited resources Adrian Bulat Georgios Tzimiropoulos CVBM 3DV 23 36 0 14 Aug 2018
Quantized Densely Connected U-Nets for Efficient Landmark Localization Zhiqiang Tang Xi Peng Shijie Geng Lingfei Wu Shaoting Zhang Dimitris N. Metaxas 3DV 19 143 0 07 Aug 2018
Learning Deep Representations with Probabilistic Knowledge Transfer Nikolaos Passalis Anastasios Tefas 31 406 0 28 Mar 2018
Style Aggregated Network for Facial Landmark Detection Xuanyi Dong Yan Yan Wanli Ouyang Yi Yang CVBM 3DH 17 303 0 12 Mar 2018
Fine-Grained Head Pose Estimation Without Keypoints Nataniel Ruiz Eunji Chong James M. Rehg CVBM 3DH 38 524 0 02 Oct 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 40 35 0 31 Jul 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 64 1,467 0 21 Mar 2017
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 138 428 0 03 Nov 2016