Head Pose Estimation
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Benchmarks
BIWI
AFLW2000
AFLW
Panoptic
ARKitFace
WFLW
BJUT-3D
CMU Panoptic + 300W-LP
COFW
Pointing'04
Most implemented
Fine-Grained Head Pose Estimation Without Keypoints
How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
WHENet: Real-time Fine-Grained Estimation for Wide Range Head Pose
Detect Faces Efficiently: A Survey and Evaluations
FaceXFormer: A Unified Transformer for Facial Analysis
Papers
Bengal-HP_RU: A Dataset of Bengal People For Head Pose Estimation
Existing head pose datasets predominantly feature subjects of Western or East Asian origin, leaving South Asian populations, particularly Bengali individuals, largely underrepresented. We introduce Bengal-HP_RU, the firs…
Head Pose EstimationVGGT-HPE: Reframing Head Pose Estimation as Relative Pose Prediction
Monocular head pose estimation is traditionally formulated as direct regression from a single image to an absolute pose. This paradigm forces the network to implicitly internalize a dataset-specific canonical reference f…
Head Pose EstimationPose PredictionEquivariant symmetry-aware head pose estimation for fetal MRI
We present E(3)-Pose, a novel fast pose estimation method that jointly and explicitly models rotation equivariance and object symmetry. Our work is motivated by the challenging problem of accounting for fetal head motion…
Head Pose EstimationAutoOEP -- A Multi-modal Framework for Online Exam Proctoring
The burgeoning of online education has created an urgent need for robust and scalable systems to ensure academic integrity during remote examinations. Traditional human proctoring is often not feasible at scale, while ex…
Head Pose EstimationObject DetectionWEBEYETRACK: Scalable Eye-Tracking for the Browser via On-Device Few-Shot Personalization
With advancements in AI, new gaze estimation methods are exceeding state-of-the-art (SOTA) benchmarks, but their real-world application reveals a gap with commercial eye-tracking solutions. Factors like model size, infer…
Head Pose EstimationFew-Shot LearningGaze EstimationHeatmap Regression without Soft-Argmax for Facial Landmark Detection
Facial landmark detection is an important task in computer vision with numerous applications, such as head pose estimation, expression analysis, face swapping, etc. Heatmap regression-based methods have been widely used …
Facial Landmark DetectionStructured PredictionHead Pose EstimationFace Swapping