Shaobo Xia

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 26

Top Topics

Diffusion Model

Laplace Beltrami

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

Publications

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 (2024)
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 (2024)
Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives. CoRR (2024)
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 (2023)
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 (2023)
Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia
SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models. CoRR (2023)
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 (2023)
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 (2023)
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 (2022)
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 (2022)
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 (2022)
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 (2022)
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) (2021)
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) (2021)
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) (2021)
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 (2020)
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) (2020)
Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation. CoRR (2020)
Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen
Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives. CoRR (2020)
Lijun Lian, Shaobo Xia, Sen Zhang, Qiong Wu, Changqiang Jing
Improved Indoor positioning algorithm using KPCA and ELM. WCSP (2019)
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) (2019)
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) (2019)
Shaobo Xia, Ruisheng Wang
Semiautomatic Construction of 2-D Façade Footprints From Mobile LiDAR Data. IEEE Trans. Geosci. Remote. Sens. 57 (6) (2019)
Shaobo Xia, Ruisheng Wang
A Fast Edge Extraction Method for Mobile Lidar Point Clouds. IEEE Geosci. Remote. Sens. Lett. 14 (8) (2017)
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) (2016)
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) (2016)