Image splicing forgery approachs: A review and future direction
With advances in image editing tools, attempts have been made to modify images, the altered image cannot be distinguished. This paper examines various approaches to image splicing forgery, discusses the weakness of methods, analyse the existing methods, and discusses the current solution to solve th...
| Main Authors: | , , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2022
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/39335/1/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction.pdf http://umpir.ump.edu.my/id/eprint/39335/2/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction_ABS.pdf |
| _version_ | 1796996040757346304 |
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| author | Ernawati, Muji Ernawan, Ferda Abbker, Yagoub Fakhreldin, Mohammad Adam Ibrahim Adi, Prajanto Wahyu |
| author_facet | Ernawati, Muji Ernawan, Ferda Abbker, Yagoub Fakhreldin, Mohammad Adam Ibrahim Adi, Prajanto Wahyu |
| author_sort | Ernawati, Muji |
| collection | UMP |
| description | With advances in image editing tools, attempts have been made to modify images, the altered image cannot be distinguished. This paper examines various approaches to image splicing forgery, discusses the weakness of methods, analyse the existing methods, and discusses the current solution to solve those issues, and future direction. This paper presents existing datasets, pre-processing techniques, feature extraction techniques, and classification algorithms that have been used in image splicing. This paper suggests some recommendations for future research which focuses on image localization, pre-processing, and feature extraction to improve accuracy in detecting image splicing forgery. |
| first_indexed | 2024-03-06T13:11:06Z |
| format | Conference or Workshop Item |
| id | UMPir39335 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T13:11:06Z |
| publishDate | 2022 |
| publisher | Institute of Electrical and Electronics Engineers Inc. |
| record_format | dspace |
| spelling | UMPir393352023-11-20T06:59:54Z http://umpir.ump.edu.my/id/eprint/39335/ Image splicing forgery approachs: A review and future direction Ernawati, Muji Ernawan, Ferda Abbker, Yagoub Fakhreldin, Mohammad Adam Ibrahim Adi, Prajanto Wahyu QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) With advances in image editing tools, attempts have been made to modify images, the altered image cannot be distinguished. This paper examines various approaches to image splicing forgery, discusses the weakness of methods, analyse the existing methods, and discusses the current solution to solve those issues, and future direction. This paper presents existing datasets, pre-processing techniques, feature extraction techniques, and classification algorithms that have been used in image splicing. This paper suggests some recommendations for future research which focuses on image localization, pre-processing, and feature extraction to improve accuracy in detecting image splicing forgery. Institute of Electrical and Electronics Engineers Inc. 2022-09 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/39335/1/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction.pdf pdf en http://umpir.ump.edu.my/id/eprint/39335/2/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction_ABS.pdf Ernawati, Muji and Ernawan, Ferda and Abbker, Yagoub and Fakhreldin, Mohammad Adam Ibrahim and Adi, Prajanto Wahyu (2022) Image splicing forgery approachs: A review and future direction. In: Proceedings - International Conference on Informatics and Computational Sciences; 6th International Conference on Informatics and Computational Sciences, ICICoS 2022 , 28-29 September 2022 , Virtual, Online. pp. 134-139., 2022 (183902). ISSN 2767-7087 ISBN 978-166546099-6 https://doi.org/10.1109/ICICoS56336.2022.9930543 |
| spellingShingle | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) Ernawati, Muji Ernawan, Ferda Abbker, Yagoub Fakhreldin, Mohammad Adam Ibrahim Adi, Prajanto Wahyu Image splicing forgery approachs: A review and future direction |
| title | Image splicing forgery approachs: A review and future direction |
| title_full | Image splicing forgery approachs: A review and future direction |
| title_fullStr | Image splicing forgery approachs: A review and future direction |
| title_full_unstemmed | Image splicing forgery approachs: A review and future direction |
| title_short | Image splicing forgery approachs: A review and future direction |
| title_sort | image splicing forgery approachs a review and future direction |
| topic | QA75 Electronic computers. Computer science QA76 Computer software T Technology (General) TA Engineering (General). Civil engineering (General) |
| url | http://umpir.ump.edu.my/id/eprint/39335/1/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction.pdf http://umpir.ump.edu.my/id/eprint/39335/2/Image%20splicing%20forgery%20approachs_A%20review%20and%20future%20direction_ABS.pdf |
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