Kanghyun Kim

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Topics

Fluorescence Microscopy

Machine Learning

Camera Placement

Top Venues

Publications

Kevin C. Zhou, Mark Harfouche, Maxwell Zheng, Joakim Jönsson, Kyung Chul Lee, Kanghyun Kim, Ron Appel, Paul Reamey, Thomas Doman, Veton Saliu, Gregor Horstmeyer, Seung Ah Lee, Roarke Horstmeyer
Computational 3D topographic microscopy from terabytes of data per sample. J. Big Data 11 (1) (2024)
Kanghyun Kim, Daehyung Park, Min Jun Kim
A Reachability Tree-Based Algorithm for Robot Task and Motion Planning. ICRA (2023)
Kanghyun Kim, Daehyung Park, Min Jun Kim
A Reachability Tree-Based Algorithm for Robot Task and Motion Planning. CoRR (2023)
Lucas Kreiss, Shaowei Jiang, Xiang Li, Shiqi Xu, Kevin C. Zhou, Alexander Mühlberg, Kyung Chul Lee, Kanghyun Kim, Amey Chaware, D. Michael Ando, Laura Barisoni, Seung Ah Lee, Guoan Zheng, Kyle Lafata, Oliver Friedrich, Roarke Horstmeyer
Digital staining in optical microscopy using deep learning - a review. CoRR (2023)
Shiqi Xu, Wenhui Liu, Xi Yang, Joakim Jönsson, Ruobing Qian, Paul McKee, Kanghyun Kim, Pavan Chandra Konda, Kevin C. Zhou, Lucas Kreiß, Haoqian Wang, Edouard Berrocal, Scott Huettel, Roarke Horstmeyer
Transient motion classification through turbid volumes via parallelized single-photon detection and deep contrastive embedding. CoRR (2022)
Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer
Tensorial tomographic differential phase-contrast microscopy. CoRR (2022)
Xi Yang, Mark Harfouche, Kevin C. Zhou, Lucas Kreiß, Shiqi Xu, Kanghyun Kim, Roarke Horstmeyer
Multi-modal imaging using a cascaded microscope design. CoRR (2022)
Shiqi Xu, Xiang Dai, Xi Yang, Kevin C. Zhou, Kanghyun Kim, Vinayak Pathak, Carolyn Glass, Roarke Horstmeyer
Tensorial tomographic differential phase-contrast microscopy. ICCP (2022)
Xing Yao, Vinayak Pathak, Haoran Xi, Amey Chaware, Colin L. V. Cooke, Kanghyun Kim, Shiqi Xu, Yuting Li, Timothy Dunn, Pavan Chandra Konda, Kevin C. Zhou, Roarke Horstmeyer
Increasing a microscope's effective field of view via overlapped imaging and machine learning. CoRR (2021)
Colin L. V. Cooke, Fanjie Kong, Amey Chaware, Kevin C. Zhou, Kanghyun Kim, Rong Xu, D. Michael Ando, Samuel J. Yang, Pavan Chandra Konda, Roarke Horstmeyer
Physics-Enhanced Machine Learning for Virtual Fluorescence Microscopy. ICCV (2021)
Amey Chaware, Colin L. V. Cooke, Kanghyun Kim, Roarke Horstmeyer
Towards an Intelligent Microscope: Adaptively Learned Illumination for Optimal Sample Classification. ICASSP (2020)
Colin L. V. Cooke, Fanjie Kong, Amey Chaware, Kevin C. Zhou, Kanghyun Kim, Rong Xu, D. Michael Ando, Samuel J. Yang, Pavan Chandra Konda, Roarke Horstmeyer
Physics-enhanced machine learning for virtual fluorescence microscopy. CoRR (2020)
Kanghyun Kim, Pavan Chandra Konda, Colin L. V. Cooke, Ron Appel, Roarke Horstmeyer
Multi-element microscope optimization by a learned sensing network with composite physical layers. CoRR (2020)
Amey Chaware, Colin L. V. Cooke, Kanghyun Kim, Roarke Horstmeyer
Towards an Intelligent Microscope: adaptively learned illumination for optimal sample classification. CoRR (2019)
Yoosuk Kim, Cheolmin Kwon, Huiseok Moon, Kanghyun Kim, Jungsoo Cho, Kyoungchul Kong
Optimization of Semi-Active Pneumatic Actuators for an Exoskeleton Robot for Running. UR (2018)
Kanghyun Kim, Sangchul Won
Observer-based guaranteed cost control for lateral motion of a strip in hot rolling process. ICCA (2013)