2 citations · 4 across the 3 of their papers we have counts for
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cs.CV2020
Camera Bias in a Fine Grained Classification Task
Philip T. Jackson, Stephen Bonner, Ning Jia +3
We show that correlations between the camera used to acquire an image and the class label of that image can be exploited by convolutional neural networks (CNN), resulting in a mode…
cs.CV2020★ 2 cited
A study of the effect of the illumination model on the generation of synthetic training datasets
Xin Zhang, Ning Jia, Ioannis Ivrissimtzis
The use of computer generated images to train Deep Neural Networks is a viable alternative to real images when the latter are scarce or expensive. In this paper, we study how the i…