A distortion model guided adversarial surrogate for recaptured document detection

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Changsheng Chen, Xijin Li, Baoying Chen, Haodong Li

Published: 01 Jan 2024, Last Modified: 03 Feb 2025Pattern Recognit. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A distortion model-based GAN to simulate the recapturing distortions of documents.•Incorporate the distortion model with a DPAD framework in an adversarial fashion.•Our adversarial framework applies to DPAD methods with different backbones.