Invention Grant
- Patent Title: Method for augmenting a training image base representing a print on a background by means of a generative adversarial network
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Application No.: US17085492Application Date: 2020-10-30
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Publication No.: US11610081B2Publication Date: 2023-03-21
- Inventor: Fantin Girard , Cédric Thuillier
- Applicant: Idemia Identity & Security France
- Applicant Address: FR Courbevoie
- Assignee: Idemia Identity & Security France
- Current Assignee: Idemia Identity & Security France
- Current Assignee Address: FR Courbevoie
- Agency: Womble Bond Dickinson (US) LLP
- Priority: FR1912530 20191107
- Main IPC: G06K9/62
- IPC: G06K9/62 ; G06N3/04 ; G06N3/08 ; G06V40/12

Abstract:
Methods for augmenting a training image base representing a print on a background, for training parameters of a convolutional neural network, CNN, or for classification of an input image
The present invention relates to a method for augmenting a training image base representing a print on a background, characterized in that it comprises the implementation, by data processing means (11) of a server (1), of steps of: (b) For at least a first image of said base, and a ridge map of a second print different from the print represented by said first image, generation by means of at least one generator sub-network (GB, GM, GLT) of a generative adversarial network, GAN, of a synthetic image presenting the background of said first image and representing the second print.
The present invention relates to a method for augmenting a training image base representing a print on a background, characterized in that it comprises the implementation, by data processing means (11) of a server (1), of steps of: (b) For at least a first image of said base, and a ridge map of a second print different from the print represented by said first image, generation by means of at least one generator sub-network (GB, GM, GLT) of a generative adversarial network, GAN, of a synthetic image presenting the background of said first image and representing the second print.
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