IDSPACE: A Novel Document Generator for Reliable Evaluation of Digital Identity Verification Systems [Extended Technical Report]
This work introduces IDSpace, a new dataset consisting of high-quality synthetic documents across ten European ID types and proposes model-guided Bayesian optimization, which tunes generation parameters to maximize both visual similarity and prediction consistency with target-domain models given only a few samples from...
Lulu Xie, Yan-Cheng Wang, Kanchan Chowdhury et al.
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