Frontalfacing
Frontalfacing refers to a pose in which a subject's face is oriented toward the observer or camera, with the head held upright and the facial features aligned to minimize perspective distortion. The term is commonly used in photography, portraiture, computer vision, and 3D scanning to describe a canonical or front-facing pose. It is often contrasted with profiles or oblique views where one side of the face is more visible.
In imaging and recognition, frontal facing is characterized by small yaw, pitch, and roll deviations from the
Applications of frontal-facing imagery include biometric authentication databases, face recognition benchmarks, and 3D face modeling, where
Limitations and biases should be considered when using frontal-facing data. Real-world images rarely include perfectly frontal