IDTrust: Deep Identity Document Quality Detection with Bandpass Filtering

The author introduces IDTrust, a deep-learning framework that enhances the quality of identification documents by utilizing bandpass filtering. The approach eliminates the need for original document patterns and pre-processing steps, offering significant improvements in dataset applicability.