Invention Publication
- Patent Title: METHOD, SYSTEM AND DEVICE FOR COPY-PASTE TAMPERED IMAGE DETECTION
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Application No.: US18515832Application Date: 2023-11-21
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Publication No.: US20240169691A1Publication Date: 2024-05-23
- Inventor: Zhiyao LIANG , Jixiang YANG , Jianqing LI
- Applicant: MACAU UNIVERSITY OF SCIENCE AND TECHNOLOGY
- Applicant Address: CN Macau
- Assignee: MACAU UNIVERSITY OF SCIENCE AND TECHNOLOGY
- Current Assignee: MACAU UNIVERSITY OF SCIENCE AND TECHNOLOGY
- Current Assignee Address: CN Macau
- Priority: CN 2211473688.6 2022.11.22
- Main IPC: G06V10/75
- IPC: G06V10/75 ; G06V10/46 ; G06V10/762 ; G06V10/86 ; G06V20/00

Abstract:
A method for a copy-paste tampered image detection, including: extracting, using a scale-invariant feature transformation algorithm, key points of an image and features corresponding to the key points; constructing, using a gradient hash matching algorithm, a hash table based on the features, and putting the key points into rows corresponding to serial numbers of the hash table; performing a matching operation, using a k-nearest neighbor algorithm, on the key points in each row of the hash table to obtain key point pairs; and clustering and grouping, using a distance clustering filtering algorithm, the key point pairs, and retaining the key point pairs in a cluster group whose number of the key point pairs is greater than a quantity threshold; and marking circles in the image with each key point, in the key point pairs that are retained, as a center and according to a specified radius.
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