Inclusive normalization of face images to passport format

• Published in: 2023 International Joint Conference on Neural Networks (IJCNN) pp. 1 - 9
• Main Authors: Cao, Hongliu, Do, Minh Nhat, Ravanel, Alexis, Thomas, Eoin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 18.06.2023
• Subjects: Deep Learning; face normalization; Face recognition; GANs; Image color analysis; Image recognition; Image resolution; Lighting; Neural networks; Observers

Face recognition has been used more and more in real world applications in recent years. However, when the skin color bias is coupled with intra-personal variations like harsh illumination, the face recognition task is more likely to fail, even during human inspection. Face normalization methods try...