Video Rewrite: driving visual speech with audio
Proceedings of the 24th annual conference on Computer graphics and interactive techniques
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
Digital watermarking
Information Hiding Techniques for Steganography and Digital Watermarking
Information Hiding Techniques for Steganography and Digital Watermarking
Color Processing in Digital Cameras
IEEE Micro
Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines
IH '02 Revised Papers from the 5th International Workshop on Information Hiding
ACM SIGGRAPH 2003 Papers
Detecting Digital Forgeries Using Bispectral Analysis
Detecting Digital Forgeries Using Bispectral Analysis
Exposing digital forgeries by detecting inconsistencies in lighting
MM&Sec '05 Proceedings of the 7th workshop on Multimedia and security
An Efficient Match-based Duplication Detection Algorithm
CRV '06 Proceedings of the The 3rd Canadian Conference on Computer and Robot Vision
Exposing digital forgeries in scientific images
MM&Sec '06 Proceedings of the 8th workshop on Multimedia and security
Exposing digital forgeries through chromatic aberration
MM&Sec '06 Proceedings of the 8th workshop on Multimedia and security
Seam carving for content-aware image resizing
ACM SIGGRAPH 2007 papers
A survey of watermarking algorithms for image authentication
EURASIP Journal on Applied Signal Processing
Detecting filtered cloning in digital images
Proceedings of the 9th workshop on Multimedia & security
A natural image model approach to splicing detection
Proceedings of the 9th workshop on Multimedia & security
Can we trust digital image forensics?
Proceedings of the 15th international conference on Multimedia
Improved seam carving for video retargeting
ACM SIGGRAPH 2008 papers
Image and video matting: a survey
Foundations and Trends® in Computer Graphics and Vision
Fast and reliable resampling detection by spectral analysis of fixed linear predictor residue
Proceedings of the 10th ACM workshop on Multimedia and security
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
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 seam carving and localization of seam insertions in digital images
Proceedings of the 11th ACM workshop on Multimedia and security
Multimedia Forensics Is Not Computer Forensics
IWCF '09 Proceedings of the 3rd International Workshop on Computational Forensics
Exposing digital forgeries from JPEG ghosts
IEEE Transactions on Information Forensics and Security
Detecting photographic composites using shadows
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Understanding Benford's law and its vulnerability in image forensics
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Accurate detection of demosaicing regularity for digital image forensics
IEEE Transactions on Information Forensics and Security - Special issue on electronic voting
The 'Dresden Image Database' for benchmarking digital image forensics
Proceedings of the 2010 ACM Symposium on Applied Computing
Exposing digital forgeries through specular highlights on the eye
IH'07 Proceedings of the 9th international conference on Information hiding
Image tamper detection based on demosaicing artifacts
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Source camera identification using enhanced sensor pattern noise
IEEE Transactions on Information Forensics and Security
JPEG error analysis and its applications to digital image forensics
IEEE Transactions on Information Forensics and Security
Forensic detection of image manipulation using statistical intrinsic fingerprints
IEEE Transactions on Information Forensics and Security
IWDW'06 Proceedings of the 5th international conference on Digital Watermarking
Exposing digital forgeries by detecting traces of resampling
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
Digital camera identification from sensor pattern noise
IEEE Transactions on Information Forensics and Security
Determining Image Origin and Integrity Using Sensor Noise
IEEE Transactions on Information Forensics and Security
Hiding Traces of Resampling in Digital Images
IEEE Transactions on Information Forensics and Security
Detection of Double-Compression in JPEG Images for Applications in Steganography
IEEE Transactions on Information Forensics and Security
Digital Investigation: The International Journal of Digital Forensics & Incident Response
JPEG compression history estimation for color images
IEEE Transactions on Image Processing
Crop detection through blocking artefacts analysis
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A universal technique to hide traces of histogram-based image manipulations
Proceedings of the on Multimedia and security
A fuzzy approach to deal with uncertainty in image forensics
Image Communication
Moment feature based forensic detection of resampled digital images
Proceedings of the 21st ACM international conference on Multimedia
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Digital visual media represent nowadays one of the principal means for communication. Lately, the reliability of digital visual information has been questioned, due to the ease in counterfeiting both its origin and content. Digital image forensics is a brand new research field which aims at validating the authenticity of images by recovering information about their history. Two main problems are addressed: the identification of the imaging device that captured the image, and the detection of traces of forgeries. Nowadays, thanks to the promising results attained by early studies and to the always growing number of applications, digital image forensics represents an appealing investigation domain for many researchers. This survey is designed for scholars and IT professionals approaching this field, reviewing existing tools and providing a view on the past, the present and the future of digital image forensics.