TY - GEN
T1 - Digital forgery image detection algorithm based on wavelet homomorphic filtering
AU - Zheng, Jiangbin
AU - Liu, Miao
PY - 2009
Y1 - 2009
N2 - A novel forgery image detection algorithm is proposed to recognize some traces of artificial blur operation that is one of common ways to forge a digital image. Firstly, a wavelet homonorphic filtering is applied to enhance the high frequency edges after the blurring process. Secondly, the natural edges are eroded by mathematical morphology method, and then the enhanced artificial blur edges are preserved. Finally, the forgery image regions are localized by the region labeling method. Experimental results demonstrate the proposed method can detect forgery area accurately and reduce the detecting errors when some artificial blur operations are used to create a forgery image.
AB - A novel forgery image detection algorithm is proposed to recognize some traces of artificial blur operation that is one of common ways to forge a digital image. Firstly, a wavelet homonorphic filtering is applied to enhance the high frequency edges after the blurring process. Secondly, the natural edges are eroded by mathematical morphology method, and then the enhanced artificial blur edges are preserved. Finally, the forgery image regions are localized by the region labeling method. Experimental results demonstrate the proposed method can detect forgery area accurately and reduce the detecting errors when some artificial blur operations are used to create a forgery image.
KW - Blur edges
KW - Digital forgery image detection
KW - Wavelet homomorphic filtering
UR - http://www.scopus.com/inward/record.url?scp=78650328687&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-04438-0_13
DO - 10.1007/978-3-642-04438-0_13
M3 - 会议稿件
AN - SCOPUS:78650328687
SN - 3642044379
SN - 9783642044373
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 152
EP - 160
BT - Digital Watermarking - 7th International Workshop, IWDW 2008, Selected Papers
T2 - 7th International Workshop on Digital Watermarking, IWDW 2008
Y2 - 10 November 2008 through 12 November 2008
ER -