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2020 – today
- 2024
[j23]Sitong Chen
, Sheng Nie, Xiaohuan Xi, Shaobo Xia, Feng Zhu, Cheng Wang, Xiaoxiao Zhu:
A Novel Multidimensional Statistics Denoising Algorithm Based on Gaussian Mixture Model for Photon-Counting LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 13308-13323 (2024)- [j22]Ning Chen, Leyuan Fang, Yang Xia, Shaobo Xia, Hui Liu, Jun Yue:
Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j21]Yuan Gao, Shaobo Xia, Cheng Wang, Xiaohuan Xi, Bisheng Yang, Chou Xie:
Semantic Segmentation of Airborne LiDAR Point Clouds With Noisy Labels. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j20]Qiang Liu, Jun Yue, Yi Fang, Shaobo Xia, Leyuan Fang:
HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j19]Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang:
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. IEEE Trans. Geosci. Remote. Sens. 62: 1-22 (2024) - [j18]Xia Yue, Anfeng Liu, Ning Chen, Shaobo Xia, Jun Yue, Leyuan Fang:
HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [i6]Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang:
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. CoRR abs/2404.08926 (2024) - 2023
- [j17]Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia:
SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j16]Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma:
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models. IEEE Trans. Image Process. 32: 5705-5720 (2023) - [i5]Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma:
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models. CoRR abs/2301.08072 (2023) - [i4]Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia:
SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models. CoRR abs/2304.05961 (2023) - [i3]Shaobo Xia, Jun Yue, Kacper Kania, Leyuan Fang, Andrea Tagliasacchi, Kwang Moo Yi, Weiwei Sun:
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation. CoRR abs/2312.06799 (2023) - 2022
- [j15]Shaobo Xia, Sheng Nie, Pu Wang, Dong Chen, Sheng Xu, Cheng Wang:
A Gap-Based Method for LiDAR Point Cloud Division. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j14]Pu Wang, Di Cao, Shaobo Xia, Cheng Wang:
A Crown Guess and Selection Framework for Individual Tree Detection From ALS Point Clouds. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 3533-3538 (2022) - [j13]Jingwei Song, Shaobo Xia, Jun Wang, Mitesh Patel, Dong Chen:
Uncertainty Quantification of Hyperspectral Image Denoising Frameworks Based on Sliding-Window Low-Rank Matrix Approximation. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j12]Shaobo Xia, Sheng Xu, Ruisheng Wang, Jonathan Li, Guanghui Wang:
Building Instance Mapping From ALS Point Clouds Aided by Polygonal Maps. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - 2021
- [j11]Shaobo Xia, Dong Chen, Jiju Peethambaran, Pu Wang, Sheng Xu:
Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data. Remote. Sens. 13(3): 338 (2021) - [j10]Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen:
Curved Buildings Reconstruction From Airborne LiDAR Data by Matching and Deforming Geometric Primitives. IEEE Trans. Geosci. Remote. Sens. 59(2): 1660-1674 (2021) - [j9]Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Shaobo Xia, Liqiang Zhang:
Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly. IEEE Trans. Geosci. Remote. Sens. 59(10): 8853-8872 (2021) - 2020
- [b1]Shaobo Xia:
Geometric Primitives in MLS Point Clouds Processing. University of Calgary, Alberta, Canada, 2020 - [j8]Guofeng Tong, Yong Li, Dong Chen, Shaobo Xia, Jiju Peethambaran, Yuebin Wang:
Multi-View Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification. Remote. Sens. 12(1): 135 (2020) - [j7]Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang:
Geometric Primitives in LiDAR Point Clouds: A Review. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 685-707 (2020) - [i2]Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen:
Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives. CoRR abs/2003.09934 (2020) - [i1]Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang:
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation. CoRR abs/2004.10959 (2020)
2010 – 2019
- 2019
- [j6]Yong Li, Dong Chen, Xiance Du, Shaobo Xia, Yuliang Wang, Sheng Xu, Qiang Yang:
Higher-Order Conditional Random Fields-Based 3D Semantic Labeling of Airborne Laser-Scanning Point Clouds. Remote. Sens. 11(10): 1248 (2019) - [j5]Shaobo Xia, Ruisheng Wang:
Façade Separation in Ground-Based LiDAR Point Clouds Based on Edges and Windows. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 1041-1052 (2019) - [j4]Shaobo Xia, Ruisheng Wang:
Semiautomatic Construction of 2-D Façade Footprints From Mobile LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 57(6): 4005-4020 (2019) - [c1]Lijun Lian, Shaobo Xia, Sen Zhang, Qiong Wu, Changqiang Jing:
Improved Indoor positioning algorithm using KPCA and ELM. WCSP 2019: 1-5 - 2017
- [j3]Shaobo Xia, Ruisheng Wang:
A Fast Edge Extraction Method for Mobile Lidar Point Clouds. IEEE Geosci. Remote. Sens. Lett. 14(8): 1288-1292 (2017) - 2016
- [j2]Xiaohuan Xi, Tingting Han, Cheng Wang, Shezhou Luo, Shaobo Xia, Feifei Pan:
Forest above Ground Biomass Inversion by Fusing GLAS with Optical Remote Sensing Data. ISPRS Int. J. Geo Inf. 5(4): 45 (2016) - [j1]Shezhou Luo, Cheng Wang, Xiaohuan Xi, Hongcheng Zeng, Dong Li, Shaobo Xia, Pinghua Wang:
Fusion of Airborne Discrete-Return LiDAR and Hyperspectral Data for Land Cover Classification. Remote. Sens. 8(1): 3 (2016)
Coauthor Index
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