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2025
Conferences
Efficient Attention-Sharing Information Distillation Transformer for Lightweight Single Image Super-Resolution
Karam Park, Jae Woong Soh*, Nam Ik Cho*
Association for the Advancement of Artificial Intelligence (AAAI), 2025
Before 2024
Preprints
Training Patch Analysis and Mining Skills for Image Restoration Deep Neural Networks
Jae Woong Soh, Nam Ik Cho*
arXiv preprint arXiv:2207.01075, 2022Variational Deep Image Denoising
Jae Woong Soh, Nam Ik Cho*
arXiv preprint arXiv:2104.00965, 2021
Conferences
Local Backlight Dimming for Liquid Crystal Displays via Convolutional Neural Network
Junho Jo, Jae Woong Soh, Jae Sung Park, Nam Ik Cho*
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), IEEE, 2020
Deep Universal Blind Image Denoising
Jae Woong Soh, Nam Ik Cho*
International Conferences on Pattern Recognition (ICPR), Oral, 2020
Single Image Super-Resolution with Dynamic Residual Connection
Karam Park, Jae Woong Soh, Nam Ik Cho*
International Conferences on Pattern Recognition (ICPR), 2020
Meta-Transfer Learning for Zero-shot Super-Resolution
Jae Woong Soh, Sunwoo Cho, Nam Ik Cho*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization
Yoonsik Kim, Jae Woong Soh, Gu Yong Park, Nam Ik Cho*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
Deep Hierarchical Single Image Super-Resolution by Exploiting Controlled Diverse Context Features
Jae Woong Soh, Gu Yong Park, Nam Ik Cho*
IEEE International Symposium on Multimedia (ISM), 2019
Handwritten Text Segmentation in Scribbled Document via Unsupervised Domain Adaptation
Junho Jo, Jae Woong Soh, Nam Ik Cho*
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2019
Adaptively Tuning a Convolutional Neural Network by Gating Process for Image Denoising
Yoonsik Kim, Jae Woong Soh, Nam Ik Cho*
IEEE International Conference on Image Processing (ICIP). IEEE, 2019
Age Estimation Using Trainable Gabor Wavelet Layers In A Convolutional Neural Network
Hyuk Jin Kwon, Hyung Il Koo, Jae Woong Soh, Nam Ik Cho*
IEEE International Conference on Image Processing (ICIP). IEEE, 2019
Natural and Realistic Single Image Super-Resolution with Explicit Natural Manifold Discrimination
Jae Woong Soh, Gu Yong Park, Junho Jo, Nam Ik Cho*
IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2019
Multi-kernel-based Deep Residual Networks for Image Super-Resolution
Jae Woong Soh, Gu Yong Park, Nam Ik Cho*
International Workshop on Advanced Image Technology (IWAIT) 2019
Convolutional Neural Network Driven Localized Backlight Dimming Strategy for Liquid Crystal Displays
Junho Jo, Jae Sung Park, Jae Woong Soh, Nam Ik Cho*
International Display Workshops (IDW), 2018
P‐26: Reconstruction of Wide Range Exposures and Diverse High Dynamic Range Image Styles for Displays
Jae Woong Soh, Jae Sung Park, Nam Ik Cho*
SID Symposium Digest of Technical Papers. Vol. 49. No. 1. 2018
An Image Compression Algorithm based on the Karhunen Loève Transform
Jae Woong Soh, Hyun-Seung Lee, Nam Ik Cho*
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). IEEE, 2017.
Journals
Variational Deep Image Restoration
Jae Woong Soh, Nam Ik Cho*
IEEE Transactions on Image Processing (TIP), 2022Dynamic Residual Self-Attention Network for Lightweight Single Image Super-Resolution
Karam Park, Jae Woong Soh, Nam Ik Cho*
IEEE Transactions on Multimedia, 2021Inverse-Based Approach to Explaining and Visualizing Convolutional Neural Networks
Hyuk Jin Kwon, Hyung Il Koo, Jae Woong Soh, Nam Ik Cho*
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021Handwritten Text Segmentation via End-to-End Learning of Convolutional Neural Networks
Junho Jo, Hyung Il Koo, Jae Woong Soh, Nam Ik Cho*
Multimedia Tools and Applications (MTAP), 2020Lightweight Single Image Super-Resolution With Multi-Scale Spatial Attention Networks
Jae Woong Soh, Nam Ik Cho*
IEEE Access 8, 2020AGARNet: Adaptively Gated JPEG Compression Artifacts Removal Network for a Wide Range Quality Factor
Yoonsik Kim, Jae Woong Soh, Nam Ik Cho*
IEEE Access 8, 2020Joint High Dynamic Range Imaging and Super-Resolution from a Single Image
Jae Woong Soh, Jae Sung Park, Nam Ik Cho*
IEEE Access 7, 2019Generation of High Dynamic Range Illumination from a Single Image for the Enhancement of Undesirably Illuminated Images
Jae Sung Park, Jae Woong Soh, Nam Ik Cho*
Multimedia Tools and Applications (MTAP), 2019Adaptively Tuning a Convolutional Neural Network by Gate Process for Image Denoising
Yoonsik Kim, Jae Woong Soh, Nam Ik Cho*
IEEE Access 7, 2019A Pseudo-Blind Convolutional Neural Network for the Reduction of Compression Artifacts
Yoonsik Kim, Jae Woong Soh, Jaewoo Park, Byeongyong Ahn, Hyun-Seung Lee, Young-Su Moon, Nam Ik Cho*
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2019Reduction of Video Compression Artifacts Based on Deep Temporal Networks
Jae Woong Soh, Jaewoo Park, Yoonsik Kim, Byeongyong Ahn, Hyun-Seung Lee, Young-Su Moon, Nam Ik Cho*
IEEE Access 6, 2018High Dynamic Range and Super-Resolution Imaging from a Single Image
Jae Sung Park, Jae Woong Soh, Nam Ik Cho*
IEEE Access 6, 2018
Patents
Electronic apparatus and control method thereof
Hyunseung Lee, Donghyun Kim, Youngsu Moon, Taeyoung Ahn, Yooksik Kim, Jaewoo Park, Jae Woong Soh, Nam Ik Cho, Byeongyong Ahn
US11153575B2Image processing device for image denoising
Jae Woong Soh, Yeong Il Jang, Nam Ik Cho
US20220375039A1
Domestic Publications
양혜윤, 장영일, 소재웅, 조남익 "영상 분할 지도를 활용한 영상 잡음 제거", 한국방송미디어공학회 하계학술대회, June 2021.
조선우, 소재웅, 조남익 "실제 이미지 초해상도를 위한 학습 난이도 조절 기반 전이학습", 한국방송공학회 하계학술대회, July 2020.
권준형, 소재웅, 조남익 "ADMM과 깊은 합성곱 신경망 잡음 제거기 이미지 Prior에 기반한 이미지 디블러링", 한국방송공학회 하계학술대회, July 2020.
김윤식, 소재웅, 박구용, 조남익 "적응 깊은 신경망을 이용한 실제 영상 잡음제거 시스템 ", IPIU 2020, February 2020.
소재웅, 조남익 "레이블 잡음이 있는 환경에서의 신경망의 성능 변화", IPIU 2020, February 2020.
소재웅, 조남익, "생성적 적대 신경망을 이용한 사실적인 압축된 영상 개선", IPIU 2019, February 2019
박구용, 소재웅, 조남익, "컨볼루션 신경망을 이용한 잡음이 높은 환경에서 영상 잡음 제거Neural Network", IPIU 2019, February 2019
조준호, 구형일, 소재웅, 조남익, "Handwritten and Machine Printed Text Separation in Scanned Document Images using Convolutional Neural Network", IPIU 2019, February 2019
박재성, 소재웅, 조남익 "하이 다이내믹 레인지 영상 스타일러", IPIU, February 2018
장영일, 소재웅, 이상화, 조남익 "구조광 기반 3D 스캐너의 깊이 맵 개선을 위한 후처리 알고리즘", IPIU, February 2018
소재웅,이현승, 조남익 "정지 영상 압축을 위한 영상 적응적 변환", IPIU February 2018
김윤식, 황인성, 소재웅, 조남익 "깊은 신경망 회로와 준지도 학습을 이용한 주요 객체 검출", IPIU, February 2018
소재웅, 김윤식, 안병용, 조남익, "컨벌루션 네트워크를 이용한 정지 영상 압축 왜곡 제거," IPIU 2017, February 2017
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