Physics-motivated features for distinguishing photographic images and computer graphics
Proceedings of the 13th annual ACM international conference on Multimedia
Automatic image orientation determination with natural image statistics
Proceedings of the 13th annual ACM international conference on Multimedia
Detecting differences between photographs and computer generated images
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Audience perception of clone realism
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
Image complexity and feature mining for steganalysis of least significant bit matching steganography
Information Sciences: an International Journal
Spectrum Steganalysis of WAV Audio Streams
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
An Enhanced Statistical Approach to Identifying Photorealistic Images
IWDW '09 Proceedings of the 8th International Workshop on Digital Watermarking
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Novel stream mining for audio steganalysis
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Improved detection and evaluation for JPEG steganalysis
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Temporal derivative-based spectrum and mel-cepstrum audio steganalysis
IEEE Transactions on Information Forensics and Security
Automatic fruit and vegetable classification from images
Computers and Electronics in Agriculture
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Progressive randomization: Seeing the unseen
Computer Vision and Image Understanding
An improved approach to steganalysis of JPEG images
Information Sciences: an International Journal
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A bibliography on blind methods for identifying image forgery
Image Communication
Classification of steganalysis techniques: A study
Digital Signal Processing
Neighboring joint density-based JPEG steganalysis
ACM Transactions on Intelligent Systems and Technology (TIST)
Region duplication detection using image feature matching
IEEE Transactions on Information Forensics and Security
Discriminating computer graphics images and natural images using hidden Markov tree model
IWDW'10 Proceedings of the 9th international conference on Digital watermarking
Digital Image Forgery Detection Based on Lens and Sensor Aberration
International Journal of Computer Vision
Revealing digital fakery using multiresolution decomposition and higher order statistics
Engineering Applications of Artificial Intelligence
Vision of the unseen: Current trends and challenges in digital image and video forensics
ACM Computing Surveys (CSUR)
Steganalysis of DCT-embedding based adaptive steganography and YASS
Proceedings of the thirteenth ACM multimedia workshop on Multimedia and security
IWDW'11 Proceedings of the 10th international conference on Digital-Forensics and Watermarking
Journal of Visual Communication and Image Representation
Technical Section: Automatic color realism enhancement for computer generated images
Computers and Graphics
Journal of Visual Communication and Image Representation
Hi-index | 35.68 |
Computer graphics rendering software is capable of generating highly photorealistic images that can be impossible to differentiate from photographic images. As a result, the unique stature of photographs as a definitive recording of events is being diminished (the ease with which digital images can be manipulated is, of course, also contributing to this demise). To this end, we describe a method for differentiating between photorealistic and photographic images. Specifically, we show that a statistical model based on first-order and higher order wavelet statistics reveals subtle but significant differences between photorealistic and photographic images.