52 citations · 129 across the 11 of their papers we have counts for
5 papers · 1 filter
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data
Kwang-Hyun Uhm, Seung-Won Jung, Moon Hyung Choi +2
Multi-phase CT is widely adopted for the diagnosis of kidney cancer due to the complementary information among phases. However, the complete set of multi-phase CT is often not avai…
Cross-domain Denoising for Low-dose Multi-frame Spiral Computed Tomography
Yucheng Lu, Zhixin Xu, Moon Hyung Choi +2
Computed tomography (CT) has been used worldwide as a non-invasive test to assist in diagnosis. However, the ionizing nature of X-ray exposure raises concerns about potential healt…
RAWtoBit: A Fully End-to-end Camera ISP Network
Wooseok Jeong, Seung-Won Jung
Image compression is an essential and last processing unit in the camera image signal processing (ISP) pipeline. While many studies have been made to replace the conventional ISP p…
Progressive Joint Low-light Enhancement and Noise Removal for Raw Images
Yucheng Lu, Seung-Won Jung
Low-light imaging on mobile devices is typically challenging due to insufficient incident light coming through the relatively small aperture, resulting in a low signal-to-noise rat…
GRDN:Grouped Residual Dense Network for Real Image Denoising and GAN-based Real-world Noise Modeling
Dong-Wook Kim, Jae Ryun Chung, Seung-Won Jung
Recent research on image denoising has progressed with the development of deep learning architectures, especially convolutional neural networks. However, real-world image denoising…