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Head Pose Estimation

8 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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Latest papers without code

How far are we from quantifying visual attention in mobile HCI?

25 Jul 2019

With an ever-increasing number of mobile devices competing for our attention, quantifying when, how often, or for how long users visually attend to their devices has emerged as a core challenge in mobile human-computer interaction.

GAZE ESTIMATION HEAD POSE ESTIMATION

A Single Image based Head Pose Estimation Method with Spherical Parameterization

22 Jul 2019

Specifically, the rectangular coordinates of only four non-coplanar feature points from a predefined 3D facial model as well as the corresponding ones automatically/ manually extracted from a 2D face image are first normalized to exclude the effect of external factors (i. e., scale factor and translation parameters).

HEAD POSE ESTIMATION

Towards Real-Time Head Pose Estimation: Exploring Parameter-Reduced Residual Networks on In-the-wild Datasets

12 Jun 2019

Head poses are a key component of human bodily communication and thus a decisive element of human-computer interaction.

HEAD POSE ESTIMATION

Improving Head Pose Estimation with a Combined Loss and Bounding Box Margin Adjustment

14 May 2019

We address a problem of estimating pose of a person's head from its RGB image.

HEAD POSE ESTIMATION

Validation loss for landmark detection

29 Jan 2019

In addition, we formulate a novel batch balancing approach which weights the importance of samples based on their produced loss.

HEAD POSE ESTIMATION

Hybrid coarse-fine classification for head pose estimation

21 Jan 2019

Traditional approaches to head pose estimation heavily relies on the accuracy of facial landmarks, and solve the correspondence problem between 2D facial landmarks and a mean 3D head model (ad-hoc fitting procedures), which seriously limited their performance, especially when the visibility of face is not in good condition.

3D RECONSTRUCTION FACE ALIGNMENT GAZE ESTIMATION HEAD POSE ESTIMATION

Combining Deep and Depth: Deep Learning and Face Depth Maps for Driver Attention Monitoring

14 Dec 2018

Recently, deep learning approaches have achieved promising results in various fields of computer vision.

DRIVER ATTENTION MONITORING FACIAL LANDMARK DETECTION HEAD POSE ESTIMATION

DeepGUM: Learning Deep Robust Regression with a Gaussian-Uniform Mixture Model

ECCV 2018

In this paper, we address the problem of how to robustly train a ConvNet for regression, or deep robust regression.

HEAD POSE ESTIMATION

Towards Head Motion Compensation Using Multi-Scale Convolutional Neural Networks

10 Jul 2018

Head pose estimation and tracking is useful in variety of medical applications.

HEAD POSE ESTIMATION MOTION COMPENSATION