Scale-Space Theory in Computer Vision
Scale-Space Theory in Computer Vision
Digital Image Processing
Shape Indexing Using Approximate Nearest-Neighbour Search in High-Dimensional Spaces
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Multiple View Geometry in Computer Vision
Multiple View Geometry in Computer Vision
ACM SIGGRAPH 2003 Papers
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Histograms of Oriented Gradients for Human Detection
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Detecting Doctored Images Using Camera Response Normality and Consistency
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
An Efficient Match-based Duplication Detection Algorithm
CRV '06 Proceedings of the The 3rd Canadian Conference on Computer and Robot Vision
ACM SIGGRAPH 2006 Papers
Robust Detection of Region-Duplication Forgery in Digital Image
ICPR '06 Proceedings of the 18th International Conference on Pattern Recognition - Volume 04
Efficient gradient-domain compositing using quadtrees
ACM SIGGRAPH 2007 papers
Exposing digital forgeries in video by detecting duplication
Proceedings of the 9th workshop on Multimedia & security
Detecting filtered cloning in digital images
Proceedings of the 9th workshop on Multimedia & security
Detection of Region Duplication Forgery in Digital Images Using Wavelets and Log-Polar Mapping
ICCIMA '07 Proceedings of the International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) - Volume 03
Identifying Tampered Regions Using Singular Value Decomposition in Digital Image Forensics
CSSE '08 Proceedings of the 2008 International Conference on Computer Science and Software Engineering - Volume 03
Detection of Copy-Move Forgery in Digital Images Using SIFT Algorithm
PACIIA '08 Proceedings of the 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application - Volume 02
Coordinates for instant image cloning
ACM SIGGRAPH 2009 papers
An efficient and robust method for detecting copy-move forgery
ICASSP '09 Proceedings of the 2009 IEEE International Conference on Acoustics, Speech and Signal Processing
Detection of Duplicated Regions in Tampered Digital Images by Bit-Plane Analysis
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Fast copy-move forgery detection
WSEAS Transactions on Signal Processing
Intrinsic sensor noise features for forensic analysis on scanners and scanned images
IEEE Transactions on Information Forensics and Security
Copy-Move Forgery Detection in Digital Image
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
PCA-SIFT: a more distinctive representation for local image descriptors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Statistical tools for digital forensics
IH'04 Proceedings of the 6th international conference on Information Hiding
Detecting doctored JPEG images via DCT coefficient analysis
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Exposing digital forgeries by detecting traces of resampling
IEEE Transactions on Signal Processing
How realistic is photorealistic?
IEEE Transactions on Signal Processing
Exposing digital forgeries in color filter array interpolated images
IEEE Transactions on Signal Processing - Part II
Exposing Digital Forgeries in Complex Lighting Environments
IEEE Transactions on Information Forensics and Security - Part 1
Steganalysis using higher-order image statistics
IEEE Transactions on Information Forensics and Security
Determining Image Origin and Integrity Using Sensor Noise
IEEE Transactions on Information Forensics and Security
Digital Image Forensics via Intrinsic Fingerprints
IEEE Transactions on Information Forensics and Security
Improved content-based watermarking using scale-invariant feature points
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
MiFor '11 Proceedings of the 3rd international ACM workshop on Multimedia in forensics and intelligence
Digital image splicing detection based on Markov features in DCT and DWT domain
Pattern Recognition
Shift recompression-based feature mining for detecting content-aware scaled forgery in JPEG images
Proceedings of the Twelfth International Workshop on Multimedia Data Mining
Blind copy-paste detection using improved SIFT ring descriptor
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
Exposing original and duplicated regions using SIFT features and resampling traces
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
An image splicing detection based on interpolation analysis
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Region duplication detection based on Harris corner points and step sector statistics
Journal of Visual Communication and Image Representation
An efficient expanding block algorithm for image copy-move forgery detection
Information Sciences: an International Journal
SIFT keypoint removal and injection for countering matching-based image forensics
Proceedings of the first ACM workshop on Information hiding and multimedia security
Image splicing verification based on pixel-based alignment method
IWDW'12 Proceedings of the 11th international conference on Digital Forensics and Watermaking
On the reliability of forensic schemes using resampling for image copy-move forgery
International Journal of Electronic Security and Digital Forensics
Accurate and robust localization of duplicated region in copy---move image forgery
Machine Vision and Applications
| Hi-index | 0.01 |
Region duplication is a simple and effective operation to create digital image forgeries, where a continuous portion of pixels in an image, after possible geometrical and illumination adjustments, are copied and pasted to a different location in the same image. Most existing region duplication detection methods are based on directly matching blocks of image pixels or transform coefficients, and are not effective when the duplicated regions have geometrical or illumination distortions. In this work, we describe a new region duplication detection method that is robust to distortions of the duplicated regions. Our method starts by estimating the transform between matched scale invariant feature transform (SIFT) keypoints, which are insensitive to geometrical and illumination distortions, and then finds all pixels within the duplicated regions after discounting the estimated transforms. The proposed method shows effective detection on an automatically synthesized forgery image database with duplicated and distorted regions. We further demonstrate its practical performance with several challenging forgery images created with state-of-the-art tools.