124 citations · 128 across the 4 of their papers we have counts for
4 papers
Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Progressive Step Learning
Kyunghun Kim, Yeohun Yun, Keon-Woo Kang +3
Image outpainting is a very intriguing problem as the outside of a given image can be continuously filled by considering as the context of the image. This task has two main challen…
Combating the Instability of Mutual Information-based Losses via Regularization
Kwanghee Choi, Siyeong Lee
Notable progress has been made in numerous fields of machine learning based on neural network-driven mutual information (MI) bounds. However, utilizing the conventional MI-based lo…
End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images
Jung Hee Kim, Siyeong Lee, Suk-Ju Kang
Recently, high dynamic range (HDR) image reconstruction based on the multiple exposure stack from a given single exposure utilizes a deep learning framework to generate high-qualit…
Deep Chain HDRI: Reconstructing a High Dynamic Range Image from a Single Low Dynamic Range Image
Siyeong Lee, Gwon Hwan An, Suk-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 ba…