Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Xiaoxiang Zhu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Learning and Recovery Algorithms for Multi-Sensor Data Fusion and Spectral Unmixing in Earth Observation
Fornasier, M. (PI), Kramer, G. (CoPI) & Zhu, X. X. (CoPI)
1/01/15 → …
Project: Research
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BANet: A bilateral attention network for extracting changed buildings between remote sensing imagery and cadastral maps
Li, Q., Mou, L., Shi, Y. & Zhu, X. X., May 2025, In: International Journal of Applied Earth Observation and Geoinformation. 139, 104486.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Beyond Grid Data: Exploring graph neural networks for Earth observation
Zhao, S., Chen, Z., Xiong, Z., Shi, Y., Saha, S. & Zhu, X. X., 2025, In: IEEE Geoscience and Remote Sensing Magazine. 13, 1, p. 175-208 34 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Can Uncertainty Quantification Benefit From Label Embeddings? A Case Study on Local Climate Zone Classification
Schweden, C., Hechinger, K., Kauermann, G. & Zhu, X. X., 2025, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing. 0b00006493e6e193.Research output: Contribution to journal › Article › peer-review
Open Access -
ChatEarthNet: A global-scale image-text dataset empowering vision-language geo-foundation models
Yuan, Z., Xiong, Z., Mou, L. & Zhu, X. X., 24 Mar 2025, In: Earth System Science Data. 17, 3, p. 1245-1263 19 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
CromSS: Cross-modal pretraining with noisy labels for remote sensing image segmentation
Liu, C., Albrecht, C. M., Wang, Y. & Zhu, X. X., 2025, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing.Research output: Contribution to journal › Article › peer-review
Open Access