Litcius/Paper detail

Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images

Weize Quan, Kai Wang, Dong‐Ming Yan, Xiaopeng Zhang, Denis Pellerin

2020Forensic Science International Digital Investigation17 citationsDOI

Topics & Concepts

Computer scienceRendering (computer graphics)Artificial intelligenceConvolutional neural networkGeneralizationComputer graphicsDetectorComputer visionGraphicsPattern recognition (psychology)Deep learningMachine learningComputer graphics (images)MathematicsMathematical analysisTelecommunicationsDigital Media Forensic DetectionAdversarial Robustness in Machine LearningCell Image Analysis Techniques
Learn with diversity and from harder samples: Improving the generalization of CNN-Based detection of computer-generated images | Litcius