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Head Pose Estimation

7 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.

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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

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

How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)

ICCV 2017 lippman1125/pytorch_FAN

To this end, we make the following 5 contributions: (a) we construct, for the first time, a very strong baseline by combining a state-of-the-art architecture for landmark localization with a state-of-the-art residual block, train it on a very large yet synthetically expanded 2D facial landmark dataset and finally evaluate it on all other 2D facial landmark datasets.

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

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

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