Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image

19 Jan 2018Siyeong LeeGwon Hwan AnSuk-Ju Kang

In this paper, we propose a novel deep neural network model that reconstructs a high dynamic range (HDR) image from a single low dynamic range (LDR) image. The proposed model is based on a convolutional neural network composed of dilated convolutional layers, and infers LDR images with various exposures and illumination from a single LDR image of the same scene... (read more)

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