Distinguishing Computer-Generated Graphics from Natural Images Based on Sensor Pattern Noise and Deep Learning

Distinguishing Computer-Generated Graphics from Natural Images Based on Sensor Pattern Noise and Deep Learning

Computer-generated graphics (CGs) are images generated by computer software. The rapid development of computer graphics technologies has made it easier to generate photorealistic computer graphics, and these graphics are quite difficult to distinguish from natural images (NIs) with the naked eye. In...

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Bibliographic Details
Main Authors: Ye Yao, Weitong Hu, Wei Zhang, Ting Wu, Yun-Qing Shi
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Sensors
Subjects:
computer-generated graphics
natural images
convolutional neural network
image forensics
sensor pattern noise
Online Access:http://www.mdpi.com/1424-8220/18/4/1296

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