A Method for Identifying Origin of Digital Images Using a Convolution Neural Network

Rong Huang, Fuming Fang, Huy H. Nguyen, Junichi Yamagishi, Isao Echizen
preprint paper

We exhibit several images of our dataset here. Natural photographic images (NPIs) and computer generated graphics (CGGs) are collected from a standard database called Columbia Photographic Images and Photorealistic Computer Graphic (PRCG). Visit the website: http://www.ee.columbia.edu/ln/dvmm/downloads/PIM_PRCG_dataset/ from details. Deep network generated images (DGIs), containing a vast variability in contents/scenes, are partly displayed below.

airplane
bedroom
bicycle
bird
boat
bottle
bridge
bus
car
chair
church
classroom
conference
cow
dining room
dining table
dog
face
horse
kitchen
living room
motorbike
person
plant
restaurant
sheep
sofa
tower
train