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Synthetic dataset of ID and Travel Documents

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Figshare2024-12-19 更新2026-04-08 收录
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https://springernature.figshare.com/articles/dataset/Synthetic_dataset_of_ID_and_Travel_Documents/27136242/1
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The SIDTD dataset is an extension of the MIDV2020 dataset. Initially, the MIDV2020 dataset is composed of forged ID documents, as all documents are generated by means of AI techniques. These generated documents are considered in the SIDTD dataset as representative of bona fide. On the other hand, the documents generated are considered as being forged versions of them. The corpus of the dataset is composed by ten European nationalities that are equally represented: Albanian, Azerbaijani, Estonian, Finnish, Greek, Lithuanian, Russian, Serbian, Slovakian, and Spanish. We employ two techniques for generating composite PAIs: Crop & Replace and inpainting. Datase contains videos, and clips, of captured ID Documents with different backgrounds, we add the same type of data for the forged ID Document images generated using the techniques described. The protocol employed to generate the dataset is as follows: We printed 191 counterfeit ID documents on paper using an HP Color LaserJet E65050 printer. Then, the documents were laminated with 100-micron-thick laminating pouches to enhance realism and manually cropped. CVC’s employees were requested to use their smartphones to record videos of forged ID documents from SIDTD. This approach aimed to capture a diverse range of video qualities, backgrounds, durations, and light intensities
提供机构:
Talarmain, Maxime; Riera, Carlos Boned
创建时间:
2024-12-19
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