Clustering Segmentation for Single‐Molecule Localization Super‐Resolution Image of Membrane Protein by Combining Multi‐Step DBSCAN and Hierarchical Clustering Algorithm

Jianyu Yang; Fen Hu; Fulin Xing; Hao Dong; Mengdi Hou; Imshik Lee; Leiting Pan; Jingjun Xu

doi:10.3788/CJL221242

Chinese Journal of Lasers, Volume. 50, Issue 3, 0307106(2023)

Clustering Segmentation for Single‐Molecule Localization Super‐Resolution Image of Membrane Protein by Combining Multi‐Step DBSCAN and Hierarchical Clustering Algorithm

Jianyu Yang¹, Fen Hu¹, Fulin Xing¹, Hao Dong¹, Mengdi Hou¹, Imshik Lee¹, Leiting Pan^1,2,3,4、*, and Jingjun Xu^1,3

Author Affiliations

¹Key Laboratory of Weak-Light Nonlinear Photonics, Ministry of Education, School of Physics, TEDA Institute of Applied Physics, Nankai University, Tianjin 300071, China

²Frontiers Science Center for Cell Responses, State Key Laboratory of Medicinal Chemical Biology, College of Life Sciences, Nankai University, Tianjin 300071, China

³Shenzhen Research Institute of Nankai University, Shenzhen 518083, Guangdong, China

⁴Collaborative Innovation Center of Extreme Optics Shanxi University, Taiyuan 030006, Shanxi, China

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Jianyu Yang, Fen Hu, Fulin Xing, Hao Dong, Mengdi Hou, Imshik Lee, Leiting Pan, Jingjun Xu. Clustering Segmentation for Single‐Molecule Localization Super‐Resolution Image of Membrane Protein by Combining Multi‐Step DBSCAN and Hierarchical Clustering Algorithm[J]. Chinese Journal of Lasers, 2023, 50(3): 0307106

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Paper Information

Category: Biomedical Optical Imaging

Received: Sep. 14, 2022

Accepted: Oct. 8, 2022

Published Online: Feb. 6, 2023

The Author Email: Pan Leiting (plt@nankai.edu.cn)

DOI:10.3788/CJL221242

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology