Browse > Computer Vision > Pose Estimation > Head Pose Estimation

Head Pose Estimation

11 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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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 HEAD POSE ESTIMATION

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

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

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

Face Alignment Assisted by Head Pose Estimation

11 Jul 2015pocheck-v2/Pocheck-V2-Beta

In this paper we propose a supervised initialization scheme for cascaded face alignment based on explicit head pose estimation.

FACE ALIGNMENT HEAD POSE ESTIMATION

Unsupervised Representation Learning for Gaze Estimation

16 Nov 2019yldrmBtn/Gaze-Estimation

Although automatic gaze estimation is very important to a large variety of application areas, it is difficult to train accurate and robust gaze models, in great part due to the difficulty in collecting large and diverse data (annotating 3D gaze is expensive and existing datasets use different setups).

CALIBRATION GAZE ESTIMATION HEAD POSE ESTIMATION UNSUPERVISED REPRESENTATION LEARNING

Web-based visualisation of head pose and facial expressions changes: monitoring human activity using depth data

11 Mar 2017eric-erki/Visualising-Facial-Expression-Changes

Despite significant recent advances in the field of head pose estimation and facial expression recognition, raising the cognitive level when analysing human activity presents serious challenges to current concepts.

EMOTION RECOGNITION FACIAL EXPRESSION RECOGNITION HEAD POSE ESTIMATION