Explainable Face Verification
Why does a model verify a person?
This plattform provides model-agnostic explanations for face verification and visually illustrates models decisions on the LFW, CALFW, CPLFW, SLLFW, and XQLFW database.
This plattform provides model-agnostic explanations for face verification and visually illustrates models decisions on the LFW, CALFW, CPLFW, SLLFW, and XQLFW database.
Systematic image occlusion
Facial feature extraction
Patch-wise distance deviation
Mapping and Color Blending
Explainable Model-Agnostic Similarity and Confidence in Face Verification PDF
@inproceedings{knoche2023explainable,
title={Explainable Model-Agnostic Similarity and Confidence in Face Verification},
author={Knoche, Martin and Teepe, Torben and H{\"o}rmann, Stefan and Rigoll, Gerhard},
booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
pages={711--718},
year={2023}
}