个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职:知行书院执行院长
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:信息与通信工程学院
学科:信号与信息处理
办公地点:大连理工大学创新园大厦A525
联系方式:http://www.aisdut.cn/WangBo/index.html
电子邮箱:bowang@dlut.edu.cn
Exposing Copy-Paste-Blur Forgeries Based on Color Coherence
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论文类型:期刊论文
发表时间:2009-07-01
发表刊物:CHINESE JOURNAL OF ELECTRONICS
收录刊物:SCIE、EI、Scopus
卷号:18
期号:3
页面范围:487-490
ISSN号:1022-4653
关键字:Digital image forensics; Photographic forgery; Color coherence; Copy-paste-blur tampering; Feature extraction
摘要:Exposing digital image forgeries is a major challenge for photography authentication and forensics investigation, which aims at proving the authenticity of digital photos. In this paper, we introduce a digital image forensics approach based on color coherence to exposing copy-paste-blur forgeries. We first discuss the inherent color coherence introduced by imaging pipeline, and then obtain several statistical features from the coherence characterization. Using the SVM classifier, we reveal traces of copy-paste-blur tampering in photographic forgeries. Experimental results indicate that the proposed method can effectively expose the copy-paste-blur forgeries and localize the tampered regions with high accuracy.