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Head Pose Estimation

15 papers with code · Computer Vision
Subtask of Pose Estimation

Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment.

( Image credit: FSA-Net: Learning Fine-Grained Structure Aggregation for Head Pose Estimation from a Single Image )

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Greatest papers with code

Fine-Grained Head Pose Estimation Without Keypoints

2 Oct 2017natanielruiz/deep-head-pose

Estimating the head pose of a person is a crucial problem that has a large amount of applications such as aiding in gaze estimation, modeling attention, fitting 3D models to video and performing face alignment.

FACE ALIGNMENT GAZE ESTIMATION HEAD POSE ESTIMATION

Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment

CVPR 2016 trigeorgis/mdm

Cascaded regression has recently become the method of choice for solving non-linear least squares problems such as deformable image alignment.

FACE ALIGNMENT HEAD POSE ESTIMATION

HoloFace: Augmenting Human-to-Human Interactions on HoloLens

1 Feb 2018MarekKowalski/HoloFace

Head pose estimation is accomplished by fitting a deformable 3D model to the landmarks localized using face alignment.

EMOTION RECOGNITION FACE ALIGNMENT FACE MODEL HEAD POSE ESTIMATION

Hybrid coarse-fine classification for head pose estimation

21 Jan 2019haofanwang/accurate-head-pose

In this paper, to do the estimation without facial landmarks, we combine the coarse and fine regression output together for a deep network.

3D RECONSTRUCTION FACE ALIGNMENT GAZE ESTIMATION HEAD POSE ESTIMATION QUANTIZATION

Deep Label Distribution Learning with Label Ambiguity

6 Nov 2016gaobb/DLDL

However, it is difficult to collect sufficient training images with precise labels in some domains such as apparent age estimation, head pose estimation, multi-label classification and semantic segmentation.

AGE ESTIMATION HEAD POSE ESTIMATION MULTI-LABEL CLASSIFICATION SEMANTIC SEGMENTATION

Energy-Based Models for Deep Probabilistic Regression

ECCV 2020 fregu856/ebms_regression

In our proposed approach, we create an energy-based model of the conditional target density p(y|x), using a deep neural network to predict the un-normalized density from (x, y).

HEAD POSE ESTIMATION OBJECT DETECTION VISUAL TRACKING

Face Alignment Across Large Poses: A 3D Solution

CVPR 2016 xiaoji-duan/da123

Face alignment, which fits a face model to an image and extracts the semantic meanings of facial pixels, has been an important topic in CV community.

3D FACE RECONSTRUCTION FACE ALIGNMENT FACE MODEL HEAD POSE ESTIMATION

Nose, eyes and ears: Head pose estimation by locating facial keypoints

3 Dec 2018Arnav0400/Headpose_Estimation

Monocular head pose estimation requires learning a model that computes the intrinsic Euler angles for pose (yaw, pitch, roll) from an input image of human face.

HEAD POSE ESTIMATION