Publications
Sehyung Lee, Mijung Kim, YeongNam Chae, and Bjorn Stenger, "Linearly Controllable GAN: Unsupervised Feature Categorization and Decomposition for Image Generation and Manipulation", ECCV, 2024.
Keisuke Fujimoto, Kojiro Hayashi, Risa Katayama, Sehyung Lee, Zhen Liang, Wako Yoshida, and Shin Ishii, "Deep learning-based image deconstruction method with maintained saliency", Neural Networks, 2022.
Sehyung Lee, Hideaki Kume, Hidetoshi Urakubo, Haruo Kasai, and Shin Ishii. "Tri-view Two-photon Microscopic Image Registration and Deblurring with Convolutional Neural Networks", Neural Networks, 2022.
Sehyung Lee, Jongwoo Lim, Il Hong Suh. "Progressive Feature Matching: Incremental Graph Construction and Optimization", IEEE Transactions on Image Processing, 2020.
Sehyung Lee, Makiko Negishi, Hidetoshi Urakubo, Haruo Kasai, and Shin Ishii, "Mu-net: Multi-scale U-net for Two-Photon Microscopy Image Denoising and Restoration", Neural Networks, 2020.
Shin Ishii, Sehyung Lee, Hidetoshi Urakubo, Hideaki Kume, and Haruo Kasai, "Generative and discriminative model-based approaches to microscopic image restoration and segmentation", Microscopy, 2020.
Sehyung Lee, Jongwoo Lim, and Il Hong Suh. "Unified Image Retrieval and Keypoint Matching by Local Geometric Consistency and Non-linear Diffusion." 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2017.
Sehyung Lee, Jongwoo Lim, and Il Hong Suh. "Keyframe-based online object learning and detection." 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016.
Hyewon Moon, Jin Han Lee, Sehyung Lee, and Il Hong Suh. "Effective place scene clustering using straight lines", 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016.
Sehyung Lee, Jin Han Lee, Jongwoo Lim, and Il Hong Suh. "Robust stereo matching using adaptive random walk with restart algorithm", Image and Vision Computing (IVC) 37 (2015): 1-11.
Sehyung Lee, Jongwoo Lim, and Il Hong Suh. "Incremental learning from a single seed image for object detection", 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2015.
Jin Han Lee, Sehyung Lee, Guoxuan Zhang, Jongwoo Lim, Wan Kyun Chung, and Il Hong Suh. "Outdoor place recognition in urban environments using straight lines", IEEE International Conference on Robotics and Automation (ICRA). IEEE, 2014.
Sehyung Lee, Youngbin Park, and Il Hong Suh. "Dependable dense stereo matching by both two-layer recurrent process and chaining search", 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2012.