Xiaoxiang Zhu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 22

Top Topics

Change Detection

Satellite Imagery

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Yichen Zhao, Yaxiong Chen, Shengwu Xiong, Xiaoqiang Lu, Xiaoxiang Zhu, Lichao Mou
Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiaoxiang Zhu
AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Weikang Yu, Xiaokang Zhang, Xiaoxiang Zhu, Richard Gloaguen, Pedram Ghamisi
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. CoRR (2024)
Yi Wang, Conrad M. Albrecht, Xiaoxiang Zhu
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. CoRR (2024)
Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiaoxiang Zhu
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation. CoRR (2024)
Qingyu Li, Lichao Mou, Yao Sun, Yuansheng Hua, Yilei Shi, Xiaoxiang Zhu
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Ridvan Salih Kuzu, Oleg Antropov, Matthieu Molinier, Corneliu Octavian Dumitru, Sudipan Saha, Xiaoxiang Zhu
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu
RRSIS: Referring Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Weikang Yu, Xiaokang Zhang, Samiran Das, Xiaoxiang Zhu, Pedram Ghamisi
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. CoRR (2024)
Thomas Stark, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Zhitong Xiong, Sining Chen, Yilei Shi, Xiaoxiang Zhu
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiaoxiang Zhu
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yaxiong Chen, Yujie Wang, Shengwu Xiong, Xiaoqiang Lu, Xiaoxiang Zhu, Lichao Mou
Integrating Detailed Features and Global Contexts for Semantic Segmentation in Ultrahigh-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fan Fan, Yilei Shi, Xiaoxiang Zhu
Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuxing Xie, Xiangtian Yuan, Xiaoxiang Zhu, Jiaojiao Tian
Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Nassim Ait Ali Braham, Julien Mairal, Jocelyn Chanussot, Lichao Mou, Xiaoxiang Zhu
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Weikang Yu, Xiaokang Zhang, Samiran Das, Xiaoxiang Zhu, Pedram Ghamisi
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Christoph Koller, Peter Jung, Xiaoxiang Zhu
Can Land Cover Classification Models Benefit From Distance-Aware Architectures? IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CoRR (2024)
Sanja Scepanovic, Ivica Obadic, Sagar Joglekar, Laura Giustarini, Cristiano Nattero, Daniele Quercia, Xiaoxiang Zhu
MedSat: A Public Health Dataset for England Featuring Medical Prescriptions and Satellite Imagery. NeurIPS (2023)
Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiaoxiang Zhu
A survey of uncertainty in deep neural networks. Artif. Intell. Rev. 56 (S1) (2023)
Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan D. Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiaoxiang Zhu
GEO-Bench: Toward Foundation Models for Earth Monitoring. NeurIPS (2023)