Mylène C. Q. Farias

Towards Robust Iris Recognition Through Occlusion Identification and Conditional Diffusion-Based Reconstruction

An occlusion-aware iris recognition framework with three sequential modules: occlusion-type identification, diffusion-based reconstruction, and deep-learning-based recognition improves iris recognition performance by identifying the occlusion type, reconstructing masked regions, and re-evaluating the restored iris samp...