Title :
Image Splicing Detection Using Color Edge Inconsistency
Author :
Fang, Zhen ; Wang, Shuozhong ; Zhang, Xinpeng
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
We propose a passive image splicing detection method based on consistency check of color distribution in the neighborhood of edge pixels. For a given image, we classify edges into different categories and extract shadow-shading-specular invariant edges as the candidate of splicing boundaries. Hue histogram entropy is then computed to capture abnormality of color distribution at these boundaries. Inconsistency of color distribution among different edge pixel neighborhood is used to localize the splicing boundary. Experiments show effectiveness of the method.
Keywords :
data integrity; edge detection; entropy; feature extraction; image colour analysis; Hue histogram entropy; color distribution; consistency check; edge extraction; edge pixels; image splicing detection; inconsistency; shadow-shading-specular invariant edge; splicing boundaries; Cameras; Entropy; Histograms; Image color analysis; Image edge detection; Pixel; Splicing; Passive forensics; color edge detection; image splicing;
Conference_Titel :
Multimedia Information Networking and Security (MINES), 2010 International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4244-8626-7
Electronic_ISBN :
978-0-7695-4258-4
DOI :
10.1109/MINES.2010.196