Deep image reconstruction.
- Guohua Shen (332624)
- Tomoyasu Horikawa (6204872)
- Kei Majima (6204875)
- Yukiyasu Kamitani (140952)
Publication date
January 2019
DOI Publisher
Public Library of Science (PLoS)Abstract
An overview of a deep image reconstruction is shown. The pixel values of the input image are optimized so that the DNN features of the image are similar to those decoded from fMRI activity. A deep generator network (DGN) is optionally combined with the DNN to produce natural-looking images, in which optimization is performed at the input space of the DGN.</p
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