Data-driven single image depth estimation using weighted median statistics. - Youngjung Kim; Sunghwan Choi; Kwanghoon Sohn (ICIP, 2014)

Structure-aware depth super-resolution using Gaussian mixture model. - Sunok Kim; Changjae Oh; Youngjung Kim; Kwanghoon Sohn (Three-Dimensional Image Processing, Measurement (3DIPM), and Applications, 2015)

A majorize-minimize approach for high-quality depth upsampling. - Youngjung Kim; Sunghwan Choi; Changjae Oh; Kwanghoon Sohn (ICIP, 2015)

Sparse edit propagation for high resolution image using support vector machines. - Changjae Oh; Seungchul Ryu; Youngjung Kim; Jihyun Kim 009; Taewoong Park; Kwanghoon Sohn (ICIP, 2015)

Depth Analogy: Data-Driven Approach for Single Image Depth Estimation Using Gradient Samples. - Sunghwan Choi; Dongbo Min; Bumsub Ham; Youngjung Kim; Changjae Oh; Kwanghoon Sohn (IEEE Trans. Image Process., 2015)

Depth Extraction from a Single Image Based on Block-Matching and Robust Regression. - Hyeongju Jeong; Changjae Oh; Youngjung Kim; Kwanghoon Sohn (SD&A, 2016)

Edge-aware image smoothing using commute time distances. - Youngjung Kim; Changjae Oh; Kwanghoon Sohn (ICIP, 2016)

Efficient Splitting-based Method for Global Image Smoothing. - Youngjung Kim; Dongbo Min; Bumsub Ham; Kwanghoon Sohn (CoRR, 2016)

Structure Selective Depth Superresolution for RGB-D Cameras. - Youngjung Kim; Bumsub Ham; Changjae Oh; Kwanghoon Sohn (IEEE Trans. Image Process., 2016)

Deeply Aggregated Alternating Minimization for Image Restoration. - Youngjung Kim; Hyungjoo Jung; Dongbo Min; Kwanghoon Sohn (CVPR, 2017)

Depth prediction from a single image with conditional adversarial networks. - Hyungjoo Jung; Youngjung Kim; Dongbo Min; Changjae Oh; Kwanghoon Sohn (ICIP, 2017)

Automatic 2D-to-3D conversion using multi-scale deep neural network. - Jiyoung Lee; Hyungjoo Jung; Youngjung Kim; Kwanghoon Sohn (ICIP, 2017)

Fast Domain Decomposition for Global Image Smoothing. - Youngjung Kim; Dongbo Min; Bumsub Ham; Kwanghoon Sohn (IEEE Trans. Image Process., 2017)

Deep Network for Simultaneous Stereo Matching and Dehazing. - Taeyong Song; Youngjung Kim; Changjae Oh; Kwanghoon Sohn (BMVC, 2018)

Multi-Task Self-Supervised Visual Representation Learning for Monocular Road Segmentation. - Laehoon Cho; Youngjung Kim; Hyungjoo Jung; Changjae Oh; Jaesung Youn; Kwanghoon Sohn (ICME, 2018)

Deep Monocular Depth Estimation via Integration of Global and Local Predictions. - Youngjung Kim; Hyungjoo Jung; Dongbo Min; Kwanghoon Sohn (IEEE Trans. Image Process., 2018)

NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results. - Jianrui Cai; Shuhang Gu; Radu Timofte; Lei Zhang 006; Xiao Liu 022; Yukang Ding; Dongliang He; Chao Li 034; Yi Fu; Shilei Wen; Ruicheng Feng; Jinjin Gu; et al. (CVPR Workshops, 2019)

A Large RGB-D Dataset for Semi-supervised Monocular Depth Estimation. - Jaehoon Cho; Dongbo Min; Youngjung Kim; Kwanghoon Sohn (CoRR, 2019)

Structure-Texture Image Decomposition Using Deep Variational Priors. - Youngjung Kim; Bumsub Ham; Minh N. Do; Kwanghoon Sohn (IEEE Trans. Image Process., 2019)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yue Cao 009; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CVPR Workshops, 2020)

NTIRE 2020 Challenge on Spectral Reconstruction from an RGB Image. - Boaz Arad; Radu Timofte; Ohad Ben-Shahar; Yi-Tun Lin; Graham D. Finlayson; Shai Givati; Jiaojiao Li 001; Chaoxiong Wu; Rui Song 003; Yunsong Li 001; Fei Liu; Zhiqiang Lang; et al. (CVPR Workshops, 2020)

From Planetscope To Worldview: Micro-Satellite Image Super-Resolution With Optimal Transport Distance. - Changyeop Shin; Sungho Kim; Youngjung Kim (ICIP, 2020)

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. - Abdelrahman Abdelhamed; Mahmoud Afifi; Radu Timofte; Michael S. Brown; Yun Cao 002; Zhilu Zhang 001; Wangmeng Zuo; Xiaoling Zhang; Jiye Liu; Wendong Chen; Changyuan Wen; Meng Liu; et al. (CoRR, 2020)

Simultaneous Deep Stereo Matching and Dehazing with Feature Attention. - Taeyong Song; Youngjung Kim; Changjae Oh; Hyunsung Jang; Namkoo Ha; Kwanghoon Sohn (Int. J. Comput. Vis., 2020)

Hierarchical Multi-Label Object Detection Framework for Remote Sensing Images. - Su-Jin Shin; Seyeob Kim; Youngjung Kim; Sungho Kim (Remote. Sens., 2020)

Unsupervised Deep Image Fusion With Structure Tensor Representations. - Hyungjoo Jung; Youngjung Kim; Hyunsung Jang; Namkoo Ha; Kwanghoon Sohn (IEEE Trans. Image Process., 2020)

Learning Deeply Aggregated Alternating Minimization for General Inverse Problems. - Hyungjoo Jung; Youngjung Kim; Dongbo Min; Hyunsung Jang; Namkoo Ha; Kwanghoon Sohn (IEEE Trans. Image Process., 2020)

Memory-Guided Unsupervised Image-to-Image Translation. - Somi Jeong; Youngjung Kim; Eungbean Lee; Kwanghoon Sohn (CVPR, 2021)

Stereo-augmented Depth Completion from a Single RGB-LiDAR image. - Keunhoon Choi; Somi Jeong; Youngjung Kim; Kwanghoon Sohn (ICRA, 2021)

DIML/CVL RGB-D Dataset: 2M RGB-D Images of Natural Indoor and Outdoor Scenes. - Jaehoon Cho; Dongbo Min; Youngjung Kim; Kwanghoon Sohn (CoRR, 2021)

Deep monocular depth estimation leveraging a large-scale outdoor stereo dataset. - Jaehoon Cho; Dongbo Min; Youngjung Kim; Kwanghoon Sohn (Expert Syst. Appl., 2021)

Multi-Task Learning Framework for Motion Estimation and Dynamic Scene Deblurring. - Hyungjoo Jung; Youngjung Kim; Hyunsung Jang; Namkoo Ha; Kwanghoon Sohn (IEEE Trans. Image Process., 2021)

GuideFormer: Transformers for Image Guided Depth Completion. - Kyeongha Rho; Jinsung Ha; Youngjung Kim (CVPR, 2022)

Enriching SAR Ship Detection via Multistage Domain Alignment. - Somi Jeong; Youngjung Kim; Sungho Kim; Kwanghoon Sohn (IEEE Geosci. Remote. Sens. Lett., 2022)

EO-Augmented Building Segmentation for Airborne SAR Imagery. - Jun Hee Kim; Sujin Shin; Sungho Kim; Youngjung Kim (IEEE Geosci. Remote. Sens. Lett., 2022)

Satellite Image Target Super-Resolution With Adversarial Shape Discriminator. - Changyeop Shin; Sungho Kim; Youngjung Kim (IEEE Geosci. Remote. Sens. Lett., 2022)

Maneuver-Conditioned Decision Transformer for Tactical in-Flight Decision-Making. - Hoseong Jung; Yong-Duk Kim; Youngjung Kim (IEEE Robotics Autom. Lett., 2024)