Study on Deep Learning Based Techniques for Image Tamper Detection

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Saadhvi Hosmane; Punyashree M; Aditi Ladia; Anirudha Malpani; Manjunath S

Study on Deep Learning Based Techniques for Image Tamper Detection

Authors: Saadhvi Hosmane, Punyashree M, Aditi Ladia, Anirudha Malpani, Manjunath S

Unique Paper ID: 154512
Volume: 8
Issue: 11
PageNo: 368-375

Keywords: Block-based approach Copy-Move CNN Deep Learning Image Tampering.

Abstract:
Photographs are the foremost powerful and trustworthy media of expression. At present, digital images not only give forged information but also work as agents of secret communication. Users and editing professionals manipulate digital images with various objectives. Scientists and researchers manipulate images for his or her work to urge published; medical images are tampered to misrepresent the patientsâ€™ diagnostics, journalists use the trick for creating and giving dramatic effect to their stories, politicians, lawyers, forensic investigators use tampered images to direct the opinion of people, court, or law to their favor then on. Hence, distinguishing the primary images from faked lots and establishing the authenticity of digital photographs has gained much importance in recent times. The objective of this study is to understand different techniques to detect image tampering using Deep Learning.

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Cite This Article

ISSN: 2349-6002
Volume: 8
Issue: 11
PageNo: 368-375

Study on Deep Learning Based Techniques for Image Tamper Detection

Available:https://ijirt.org/article?manuscript=154512

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

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