Hyungjoo Jung

2 accepted papers

2021

Deep Low-Contrast Image Enhancement using Structure Tensor Representation

Hyungjoo Jung, Hyunsung Jang, Namkoo Ha, Kwanghoon Sohn

AAAI 2021technical

We present a new deep learning framework for low-contrast image enhancement, which trains the network using the multi-exposure sequences rather than explicit ground-truth images. The purpose of our method is to enhance a low-contrast image so as to contain abundant details in various exposure levels…

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2017

Deeply Aggregated Alternating Minimization for Image Restoration

Youngjung Kim, Hyungjoo Jung, Dongbo Min, Kwanghoon Sohn

CVPR 2017spotlight

Regularization-based image restoration has remained an active research topic in image processing and computer vision. It often leverages a guidance signal captured in different fields as an additional cue. In this work, we present a general framework for image restoration, called deeply aggregated a…

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