OpenCodePapers

head-pose-estimation-on-biwi

Pose EstimationHead Pose Estimation
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PaperCodeMAE (trained with other data)MAE (trained with BIWI data)Geodesic Error (GE)MAE-aligned (trained with other data)Geodesic Error - aligned (GE)MAEVMAE_tModelNameReleaseDate
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry✓ Link2.755.6812.97TRG (w/ 300WLP)2024-07-19
6DoF Head Pose Estimation through Explicit Bidirectional Interaction with Face Geometry✓ Link2.895.3514.31TRG2024-07-19
Towards 3D Face Reconstruction in Perspective Projection: Estimating 6DoF Face Pose from Monocular Image✓ Link2.955.519.09PerspNet2022-05-09
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation✓ Link3.394.856DRepNet3602023-09-14
6D Rotation Representation For Unconstrained Head Pose Estimation✓ Link3.472.666DRepNet2022-02-25
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose✓ Link3.48WHENet-V2020-05-20
2D Image head pose estimation via latent space regression under occlusion settings✓ Link3.519LSR2023-11-10
On the power of data augmentation for head pose estimation✓ Link3.577.012.654.72OpNet2024-07-07
Multi-task head pose estimation in-the-wild✓ Link3.66MNN2020-12-22
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation✓ Link3.7867.103.46.23img2pose2020-12-14
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose✓ Link3.81WHENet2020-05-20
On the representation and methodology for wide and short range head pose estimation✓ Link3.987.303.215.48SRHP-6D2024-01-11
FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation From a Single Image✓ Link4.007.642.925.36FSA-Net (Caps-Fusion)2019-06-01
On the representation and methodology for wide and short range head pose estimation✓ Link4.137.493.165.42SRHP-Euler2024-01-11
Deep Head Pose Estimation Using Synthetic Images and Partial Adversarial Domain Adaption for Continuous Label Spaces4.13PADACO2019-10-01
A Data-Driven Approach to Improve 3D Head-Pose Estimation4.522.80DDD-Pose2022-01-01
img2pose: Face Alignment and Detection via 6DoF, Face Pose Estimation✓ Link4.578RetinaFace R-50 (5 points)2020-12-14
Fine-Grained Head Pose Estimation Without Keypoints✓ Link4.899.533.486.6hopenet2017-10-02
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)✓ Link7.882FAN (12 points)2017-03-21
KEPLER: Keypoint and Pose Estimation of Unconstrained Faces by Learning Efficient H-CNN Regressors13.852KEPLER2017-02-16
Face Alignment Across Large Poses: A 3D Solution19.0683DDFA2015-11-23
Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network1.413VGGNet-RNN2017-07-01
Deep Ordinal Regression with Label Diversity✓ Link2.54Direct Regression2020-06-29
Hybrid coarse-fine classification for head pose estimation✓ Link3.0174Hybrid Coarse-Fine2019-01-21
An Effective Deep Network for Head Pose Estimation without Keypoints3.43EHPNet2022-10-25
DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image✓ Link3.98DAD-3DNet2022-04-07
An Intuitive and Unconstrained 2D Cube Representation for Simultaneous Head Detection and Pose Estimation4.312DCube2022-12-07
Fine-Grained Head Pose Estimation Without Keypoints✓ Link4.895Multi-Loss ResNet502017-10-02
Towards Robust and Unconstrained Full Range of Rotation Head Pose Estimation✓ Link5.326DRepNet2023-09-14
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