书目名称 | Image Copy-Move Forgery Detection |
副标题 | New Tools and Techni |
编辑 | Badal Soni,Pradip K. Das |
视频video | |
概述 | Presents a detailed study of key points and block-based copy-move forgery detection techniques.Aims at reducing the computational time without adversely affecting the efficiency of CMFD techniques.Int |
丛书名称 | Studies in Computational Intelligence |
图书封面 |  |
描述 | This book presents a detailed study of key points and block-based copy-move forgery detection techniques with a critical discussion about their pros and cons. It also highlights the directions for further development in image forgery detection. The book includes various publicly available standard image copy-move forgery datasets that are experimentally analyzed and presented with complete descriptions. Five different image copy-move forgery detection techniques are implemented to overcome the limitations of existing copy-move forgery detection techniques. The key focus of work is to reduce the computational time without adversely affecting the efficiency of these techniques. In addition, these techniques are also robust to geometric transformation attacks like rotation, scaling, or both. |
出版日期 | Book 2022 |
关键词 | Image Processing; Image Security; Copy-Move Forgery Detection; SIFT; SURF; Deep Learning; Machine Learning |
版次 | 1 |
doi | https://doi.org/10.1007/978-981-16-9041-9 |
isbn_softcover | 978-981-16-9043-3 |
isbn_ebook | 978-981-16-9041-9Series ISSN 1860-949X Series E-ISSN 1860-9503 |
issn_series | 1860-949X |
copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |