Xuanshu Luo

E-Mail:	xuanshu.luo (at) tum.de
Phone:	n/a
room:	01.9377.113
Address:	Technische Universität München Xuanshu Luo Lise-Meitner-Str. 9 85521 Ottobrunn

Research Interest

• Edge Computing
• Deep Learning
• FPGA

Project

• Brandenburg / Bayern Action for AI Hardware (BB-KI Chips)

Publications at the Professorship

1. Luo, X., Walther, P., Mansour, W., Teuscher, B., Zollner, J. M., Li, H., & Werner, M. (2023). Exploring GeoAI Methods for Supraglacial Lake Mapping on Greenland Ice Sheet. The 31st ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL ’23), November 13–16, 2023, Hamburg, Germany. https://doi.org/10.1145/3589132.3629971 [PDF] [Online] [BibTeX]

   @inproceedings{2023_giscup_Luo,
     author = {Luo, Xuanshu and Walther, Paul and Mansour, Wejdene and Teuscher, Balthasar and Zollner, Johann Maximilian and Li, Hao and Werner, Martin},
     title = {Exploring GeoAI Methods for Supraglacial Lake Mapping on Greenland Ice Sheet},
     year = {2023},
     isbn = {979-8-4007-0168-9/23/11},
     publisher = {Association for Computing Machinery},
     address = {New York, NY, USA},
     url = {https://doi.org/10.1145/3589132.3629971},
     doi = {10.1145/3589132.3629971},
     booktitle = {The 31st ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL '23), November 13--16, 2023, Hamburg, Germany},
     numpages = {4},
     keywords = {supraglacial lakes, image segmentation, satellite imagery, computer vision, mask R-CNN, segment anything model},
     location = {Hamburg, Germany},
     series = {SIGSPATIAL '23}
   }
   

2. Teuscher, B., Geißendörfer, O., Luo, X., Li, H., Anders, K., Holst, C., & Werner, M. (2024). Efficient In-Memory Point Cloud Query Processing. In T. H. Kolbe, A. Donaubauer, & C. Beil (Eds.), Recent Advances in 3D Geoinformation Science (pp. 267–286). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43699-4_16 [PDF] [Online] [BibTeX]

   @incollection{2023_pointcloudqueries_Teuscher,
     title = {Efficient In-Memory Point Cloud Query Processing},
     isbn = {978-3-031-43698-7 978-3-031-43699-4},
     url = {https://link.springer.com/10.1007/978-3-031-43699-4_16},
     pages = {267--286},
     booktitle = {Recent Advances in 3D Geoinformation Science},
     publisher = {Springer Nature Switzerland},
     author = {Teuscher, Balthasar and Geißendörfer, Oliver and Luo, Xuanshu and Li, Hao and Anders, Katharina and Holst, Christoph and Werner, Martin},
     editor = {Kolbe, Thomas H. and Donaubauer, Andreas and Beil, Christof},
     urldate = {2024-02-27},
     year = {2024},
     doi = {10.1007/978-3-031-43699-4_16},
     note = {Series Title: Lecture Notes in Geoinformation and Cartography}
   }
   

Other Publications

1. Wu, J., Ji, X., Lyu, Y., Luo, X., Meng, Y., Morales, E., Wang, D., & Luo, X. (2022). Touchscreens Can Reveal User Identity: Capacitive Plethysmogram-Based Biometrics. IEEE Transactions on Mobile Computing, 1–15. https://doi.org/10.1109/TMC.2022.3214846 [BibTeX]

   @article{9920171,
     author = {Wu, Jinxiao and Ji, Xiangyang and Lyu, Yongqiang and Luo, Xuanshu and Meng, Yan and Morales, Eric and Wang, Dongsheng and Luo, Xiaomin},
     journal = {IEEE Transactions on Mobile Computing},
     title = {Touchscreens Can Reveal User Identity: Capacitive Plethysmogram-Based Biometrics},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-15},
     doi = {10.1109/TMC.2022.3214846}
   }
   

2. Luo, X., & Meratnia, N. (2022). A Geometric Deep Learning Framework for Accurate Indoor Localization. 2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN), 1–8. https://doi.org/10.1109/IPIN54987.2022.9918118 [BibTeX]

   @inproceedings{9918118,
     author = {Luo, Xuanshu and Meratnia, Nirvana},
     booktitle = {2022 IEEE 12th International Conference on Indoor Positioning and Indoor Navigation (IPIN)},
     title = {A Geometric Deep Learning Framework for Accurate Indoor Localization},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-8},
     doi = {10.1109/IPIN54987.2022.9918118}
   }