Joint High Dynamic Range Imaging and Super-Resolution from a Single Image

2 May 2019 Jae Woong Soh Jae Sung Park Nam Ik Cho

This paper presents a new framework for jointly enhancing the resolution and the dynamic range of an image, i.e., simultaneous super-resolution (SR) and high dynamic range imaging (HDRI), based on a convolutional neural network (CNN). From the common trends of both tasks, we train a CNN for the joint HDRI and SR by focusing on the reconstruction of high-frequency details... (read more)

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