- Article
(1837 KB) - Metadata XML
- July 24, 2026
- |
- Home
- |
- Sitemap
- |
- The ISPRS Foundation
- |
- 𝕏
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Articles | Volume XLIX-B2-2026
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-231-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-231-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
23 Jul 2026
| 23 Jul 2026
LiDAR Point Cloud Oversegmentation via SAM-based Knowledge Distillation
Dening Lu
Dept. of Systems Design Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
Michael A. Chapman
Dept. of Civil Engineering, Toronto Metropolitan University, Toronto, Ontario, M5B 2K3, Canada
Jonathan Li
Dept. of Systems Design Engineering, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, Ontario, N2L 3G1, Canada
Related authors
Dening Lu, Linlin Xu, Ruisheng Wang, and Jonathan Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1015–1021, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1015-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1015-2025, 2025
Jue Chen, Penghui Huang, Ran Ding, Zhentao Zou, Xue Yang, Xue Jiang, Yue Zhou, Hongxin Yang, and Jonathan Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 651–656, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-651-2026, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-651-2026, 2026
Jing Du, John Zelek, Michael A. Chapman, and Jonathan Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIX-B2-2026, 161–168, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-161-2026, https://doi.org/10.5194/isprs-archives-XLIX-B2-2026-161-2026, 2026
Zhengsen Xu, Lanying Wang, Hongjie He, Haiyan Guan, Lingfei Ma, Jonathan Li, and Lincoln Linlin Xu
Abstr. Int. Cartogr. Assoc., 10, 307, https://doi.org/10.5194/ica-abs-10-307-2025, https://doi.org/10.5194/ica-abs-10-307-2025, 2025
Hongjie He, Yiqing Wu, Xuanchen Liu, Wenyi Shen, Shene Abdalla, Jianing Xu, Mingming Guo, and Jonathan Li
Abstr. Int. Cartogr. Assoc., 10, 104, https://doi.org/10.5194/ica-abs-10-104-2025, https://doi.org/10.5194/ica-abs-10-104-2025, 2025
Qingguo Zhang, Xiaolong Li, Huifang Feng, Jian Zhong, Yuehui Li, Michael A. Chapman, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W2-2025, 205–212, https://doi.org/10.5194/isprs-annals-X-1-W2-2025-205-2025, https://doi.org/10.5194/isprs-annals-X-1-W2-2025-205-2025, 2025
Jing Du, John Zelek, Michael A. Chapman, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-W2-2025, 27–33, https://doi.org/10.5194/isprs-annals-X-1-W2-2025-27-2025, https://doi.org/10.5194/isprs-annals-X-1-W2-2025-27-2025, 2025
Jiafeng Wu, Lingfei Ma, Hongxin Yang, and Jonathan Li
Proc. Int. Cartogr. Assoc., 7, 16, https://doi.org/10.5194/ica-proc-7-16-2025, https://doi.org/10.5194/ica-proc-7-16-2025, 2025
Dening Lu, Linlin Xu, Ruisheng Wang, and Jonathan Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-G-2025, 1015–1021, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1015-2025, https://doi.org/10.5194/isprs-archives-XLVIII-G-2025-1015-2025, 2025
Mahdieh Shirmohammadi, Davood Mafi-Gholami, Saied Pirasteh, Fahimeh Youssefi, Jie Shen, Weilian Li, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-3-2024, 383–386, https://doi.org/10.5194/isprs-annals-X-3-2024-383-2024, https://doi.org/10.5194/isprs-annals-X-3-2024-383-2024, 2024
Ehsan Haghighi Gashti, Mahmoud Reza Delavar, Haiyan Guan, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-4-2024, 141–148, https://doi.org/10.5194/isprs-annals-X-4-2024-141-2024, https://doi.org/10.5194/isprs-annals-X-4-2024-141-2024, 2024
Mahdieh Shirmohammadi, Saied Pirasteh, Jie Shen, and Jonathan Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., X-1-2024, 213–218, https://doi.org/10.5194/isprs-annals-X-1-2024-213-2024, https://doi.org/10.5194/isprs-annals-X-1-2024-213-2024, 2024
Y. Zang, G. Huang, W. Liu, L. Chen, D. Wu, C. Wang, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 71–76, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-71-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-71-2023, 2023
A. Nurunnabi, Y. Sadahiro, F. N. Teferle, D. F. Laefer, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W2-2023, 27–34, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-27-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W2-2023-27-2023, 2023
Kristie Hu, Jing Du, Xinghan Gong, Lingfei Ma, and Jonathan Li
Adv. Cartogr. GIScience Int. Cartogr. Assoc., 4, 18, https://doi.org/10.5194/ica-adv-4-18-2023, https://doi.org/10.5194/ica-adv-4-18-2023, 2023
Kristie Hu and Jonathan Li
Abstr. Int. Cartogr. Assoc., 6, 94, https://doi.org/10.5194/ica-abs-6-94-2023, https://doi.org/10.5194/ica-abs-6-94-2023, 2023
Yiping Chen, Huifang Feng, and Jonathan Li
Abstr. Int. Cartogr. Assoc., 6, 38, https://doi.org/10.5194/ica-abs-6-38-2023, https://doi.org/10.5194/ica-abs-6-38-2023, 2023
S. Zhang, W. Huang, Y. Chen, S. Zhang, W. Zhang, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-1-W1-2023, 571–578, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-571-2023, https://doi.org/10.5194/isprs-archives-XLVIII-1-W1-2023-571-2023, 2023
A. Nurunnabi, F. N. Teferle, D. F. Laefer, F. Remondino, I. R. Karas, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-4-W3-2022, 111–118, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022, https://doi.org/10.5194/isprs-archives-XLVIII-4-W3-2022-111-2022, 2022
S. Sattar, S. Li, and M. Chapman
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 281–286, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-281-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-281-2022, 2022
S. N. Fatholahi, C. Pan, L. Wang, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B4-2022, 111–116, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-111-2022, https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-111-2022, 2022
L. Wang, W. Tan, H. Xu, H. He, N. Chen, D. Li, M. A. Chapman, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 73–78, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-73-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-73-2022, 2022
A. Nurunnabi, F. N. Teferle, R. C. Lindenbergh, J. Li, and S. Zlatanova
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 59–66, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-59-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-59-2022, 2022
Z. He, H. He, J. Li, M. A. Chapman, and H. Ding
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 39–44, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-39-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-39-2022, 2022
H. He, K. Gao, W. Tan, L. Wang, S. N. Fatholahi, N. Chen, M. A. Chapman, and J. Li
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLIII-B1-2022, 31–37, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-31-2022, https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-31-2022, 2022
M. Liu, G. Zhou, Z. Liu, L. Han, and J. Li
ISPRS Ann. Photogramm. Remote Sens. Spatial Inf. Sci., V-3-2022, 297–302, https://doi.org/10.5194/isprs-annals-V-3-2022-297-2022, https://doi.org/10.5194/isprs-annals-V-3-2022-297-2022, 2022
A. Nurunnabi, F. N. Teferle, J. Li, R. C. Lindenbergh, and S. Parvaz
Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVI-4-W5-2021, 397–404, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-397-2021, https://doi.org/10.5194/isprs-archives-XLVI-4-W5-2021-397-2021, 2021
Hongjie He, Zijian Jiang, Weikai Tan, Yuwei Cai, Sarah Narges Fatholahi, Kyle Gao, Hongzhang Xu, Bingxu Hu, Liyuan Qing, and Jonathan Li
Abstr. Int. Cartogr. Assoc., 3, 105, https://doi.org/10.5194/ica-abs-3-105-2021, https://doi.org/10.5194/ica-abs-3-105-2021, 2021
The International Society for Photogrammetry and Remote Sensing is a non-governmental organization devoted to the development of international cooperation for the advancement of photogrammetry and remote sensing and their applications. The Society operates without any discrimination on grounds of race, religion, nationality, or political philosophy.
Useful Links
Useful External Links
Our Contact
c/o
Leibniz University Hannover
Institute of Photogrammetry and GeoInformation
Nienburger Str. 1
D-30167 Hannover
GERMANY
Email: isprs-sg@isprs.org