WEBHead pose provides crucial clues for attention detection and behavior analysis, which can be applied to many scenarios, such as driver attention monitoring, understanding of social scene and human relationship. There has been considerable research on estimating head pose from a single RGB image over the past 25 years.
kuhnkeF/headposeplus: Comparable Head Pose Estimation - GitHub
WEBWe focus on the popular Biwi Kinect Head Pose Database (Biwi) and show that different processing leads to incomparable test sets (Biwi variants). What can you find: Comprehensive evaluation of head pose estimation methods on Biwi variants
Head pose estimation by regression algorithm - ScienceDirect
WEBDec 1, 2020 · In this work, we presented four Regression methods, combined with Web-Shaped Model, to Head Pose Estimation. The WSM-regression approach stimulates the sensitivity of the regression methods to identify the head pose estimation.
Deep learning and machine learning techniques for head pose …
WEBSep 12, 2024 · Head pose estimation (HPE) has been extensively investigated over the past decade due to its wide range of applications across several domains of artificial intelligence (AI), resulting in progressive improvements in accuracy. The problem becomes more challenging when the application requires full-range angles, particularly in unconstrained environments, making HPE an active research topic ...
Revolutionizing Head Pose Estimation: A Deep Dive into Fine …
WEBAug 16, 2024 · Fine-grained head pose estimation refers to the precise determination of an individual’s head orientation using computer vision techniques. Traditional methods often involve identifying specific facial landmarks—known as keypoints—and then mapping these points to a three-dimensional (3D) head model.
A Study of General Data Improvement for Large-Angle Head Pose ...
WEBOct 31, 2021 · For each network, we use three combinations of Euler angles to learn head pose, that is traditional pitch-yaw-roll (PYR), new yaw-pitch-roll (YPR) and new roll-pitch-yaw (RPY). The PYR models re-implement the original models in their papers in our experimental environment, and they are benchmarks.
Real-time 6DoF full-range markerless head pose estimation
WEBApr 1, 2024 · Head pose estimation is a fundamental function for several applications in human–computer interactions. Accurate six degrees of freedom head pose estimation (6DoF-HPE) with full-range angles make up most of these applications, which require sequential images of the human head as input.
Head Pose Estimation - Papers With Code
WEBHead Pose Estimation. 50 papers with code • 10 benchmarks • 11 datasets. 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 …
Partitioned iterated function systems by regression models for head …
WEBSep 1, 2021 · Head pose estimation represents an important computer vision technique in different contexts where image acquisition cannot be controlled by an operator, making face recognition of unknown...
Head pose estimation: A survey of the last ten years
WEBNov 1, 2021 · Head pose is an important cue in computer vision when using facial information. Over the last three decades, methods for head pose estimation have received increasing attention due to their application in several image analysis tasks.