Fourier Transform and Attention Guided Deep Neural Network for Face Anti-Spoofing in Medical Applications

Face recognition systems have become prevalent in mobile devices and security applications, increasing the demand for robust face presentation attack detection. Early efforts based on handcrafted features struggled to cope with variations in illumination, pose, and attack modalities, prompting a transition toward deep learning solutions capable of extracting subtle discriminative cues. A novel arc…