TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces

• Published in: Proceedings - Brazilian Symposium on Computer Graphics and Image Processing pp. 1 - 6
• Main Authors: Biesseck, Bernardo, Vidal, Pedro, Coelho, Luiz, Granada, Roger, Menotti, David
• Format: Conference Proceeding
• Language: English
• Published: IEEE 30.09.2024
• Subjects: Diffusion models; Ethics; Face recognition; Generators; Graphics; Noise; Source coding; Synthetic data; Three-dimensional displays; Training

A robust face recognition model must be trained using datasets that include a large number of subjects and numerous samples per subject under varying conditions (such as pose, expression, age, noise, and occlusion). Due to ethical and privacy concerns, large-scale real face datasets have been discon...