计算机科学 ›› 2014, Vol. 41 ›› Issue (Z6): 129-131.

• 模式识别与图像处理 • 上一篇    下一篇

基于阴影不一致的简易人像篡改鉴别

王焕文,徐晓刚,徐冠雷,王孝通   

  1. 海军大连舰艇学院航海系 大连116018;海军大连舰艇学院航海系 大连116018;海军大连舰艇学院军事海洋系 大连116018;海军大连舰艇学院航海系 大连116018
  • 出版日期:2018-11-14 发布日期:2018-11-14
  • 基金资助:
    本文受国家自然科学基金:船载航行数据记录仪(VDR)图象篡改鉴别技术研究(61250006),基于调制解调的图象多分辨率分解理论与方法(61273262),广义测不准原理及其应用研究(61002052)资助

Simple Tampered Portrait Identification Algorithm Based on Inconsistent Shadow

WANG Huan-wen,XU Xiao-gang,XU Guan-Lei and WANG Xiao-Tong   

  • Online:2018-11-14 Published:2018-11-14

摘要: 通过对图像阴影二值化后的分析,提出一种基于阴影不一致的简易人像篡改鉴别算法。该算法先手工选取鼻翼区和下巴区的图像,经过Ostu法二值化处理后统计分析阴影面积,对比鼻翼区和下巴区阴影的一致性来判断图像是否经过篡改。大量实验结果表明,该方法简单易行、精确度高、可靠性强,在图像盲取证中具有一定的实用价值。

关键词: 阴影,二值化,盲取证 中图法分类号TP391文献标识码A

Abstract: A simple tampered portrait identification algorithm based on inconsistent shadow was proposed by analyzing of binarization of the image shadow.The algorithm determines whether the image is tampered by first manually selecting the local image of the nose area and chin area,then statistically analyzing shaded area after Ostu binarization process,and finally comparing the shadow consistency between the nose area and chin area.A lot of experimental results show that the method has simplicity,high accuracy,strong reliability and has some practical value in image forensics.

Key words: Shadow,Binarization,Blind forensics

[1] http://www.cs.dartmouth.edu/farid/research/dig italtampering/
[2] Sunkavalli K,Johnson M K,Matusik W,et al.Multi-scale Image Harmonization[J].ACM Transactions on Graphics,2010,9(4):125
[3] 吴琼,李国辉,涂丹,等.面向真实性鉴别的数字图像盲取证技术综述[J].自动化学报,2008,34(12):1458-1466
[4] 周琳娜.数字图像盲取证技术研究[D].北京:北京邮电大学,2007:11-36
[5] Johnson M K,Farid H.Exposing Digital Forgeries by Detecting Inconsistencies in Lighting[C]∥ACM Multimedia and Security Workshop.New York,NY,2005
[6] Cao X,Shen Y,Shah M,et al.Single View Compositing withShadows[J].The Visual Computer,2005,21(8-10):639-648
[7] Zhang W,Cao X,Zhang J,et al.Detecting Photographic Com-posites Using Shadows[C]∥IEEE International Conference on Multimedia and Expo.2009
[8] Kee E,O’Brien J,Farid H.Exposing Photo Manipulation with Inconsistent Shadows[J].ACM Transactions on Graphics,2013,2(4):1-12
[9] Akenine-Moller T,Haines E.实时计算机图形学(第二版)[M].普建涛,译.北京:北京大学出版社,2004
[10] Farid H,Bravo M J.Image Forensic Analyses that Elude theHuman Visual System[C]∥SPIE Symposium on Electronic Imaging.San Jose,CA,2010
[11] 邓菁,郑永果.基于形态学的图像二值化方法[J].计算机工程,2002,8(11):205-206

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