Kepler: Keypoint and pose estimation of unconstrained faces by learning efficient h-cnn regressors
Keypoint detection is one of the most important pre-processing steps in tasks such as face
modeling, recognition and verification. In this paper, we present an iterative method for …
modeling, recognition and verification. In this paper, we present an iterative method for …
Nose, eyes and ears: Head pose estimation by locating facial keypoints
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. Annotating ground truth …
angles for pose (yaw, pitch, roll) from an input image of human face. Annotating ground truth …
Head pose estimation based on 3-D facial landmarks localization and regression
In this paper we present a system that is able to estimate head pose using only depth
information from consumer RGB-D cameras such as Kinect 2. In contrast to most …
information from consumer RGB-D cameras such as Kinect 2. In contrast to most …
KEPLER: Simultaneous estimation of keypoints and 3D pose of unconstrained faces in a unified framework by learning efficient H-CNN regressors
Keypoint detection is one of the most important pre-processing steps in tasks such as face
modeling, recognition and verification. In this paper, we present an iterative method for …
modeling, recognition and verification. In this paper, we present an iterative method for …
Evaluation of camera pose estimation using human head pose estimation
R Fischer, M Hödlmoser, M Gelautz - SN Computer Science, 2023 - Springer
We introduce and evaluate a novel camera pose estimation framework that uses the human
head as a calibration object. The proposed method facilitates extrinsic calibration from 2D …
head as a calibration object. The proposed method facilitates extrinsic calibration from 2D …
Benchmarking parts based face processing in-the-wild for gender recognition and head pose estimation
Multiple in-the-wild face processing approaches suffer from degraded performance due to,
among other factors, facial expressions, occlusions, accessories, and variations in lighting …
among other factors, facial expressions, occlusions, accessories, and variations in lighting …
Benchmarking head pose estimation in-the-wild
Head pose estimation systems have quickly evolved from simple classifiers estimating a few
yaw angles, to the most recent regression approaches that provide precise 3D face …
yaw angles, to the most recent regression approaches that provide precise 3D face …
Combining random forest with multi-block local binary pattern feature selection for multiclass head pose estimation
A new head pose estimation technique based on Random Forest (RF) and texture features
for facial image analysis using a monocular camera is proposed in this paper, especially …
for facial image analysis using a monocular camera is proposed in this paper, especially …
Learning toward practical head pose estimation
G Sang, F He, R Zhu, S Xuan - Optical Engineering, 2017 - spiedigitallibrary.org
Head pose is useful information for many face-related tasks, such as face recognition,
behavior analysis, human–computer interfaces, etc. Existing head pose estimation methods …
behavior analysis, human–computer interfaces, etc. Existing head pose estimation methods …
Deep head pose estimation for faces in the wile and its transfer learning
BH Tran, YG Kim - 2017 Seventh International Conference on …, 2017 - ieeexplore.ieee.org
Three-dimensional head pose estimation has been an important and challenging task in
computer vision partly because of its diverse applications. In this paper, we propose a new …
computer vision partly because of its diverse applications. In this paper, we propose a new …