Transformer embedded X-shaped encoding-decoding GAN for NIR-VIS face synthesis

Key Points

• Face synthesis achieved using a GAN framework, enhancing cross-modal representation.
• Key metric shows improved visual quality and identity preservation in NIR-VIS synthesis.
• Application of a novel transformer embedded architecture enables effective encoding and decoding.
• Results highlight the potential of this approach for advancing biometric identification methods.