Shaobo Xia

According to our database, Shaobo Xia authored at least 29 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning.

Xia Yue, Anfeng Liu, Ning Chen, Shaobo Xia, Jun Yue, Leyuan Fang

IEEE Trans. Geosci. Remote. Sens., 2024

Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.

Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang

IEEE Trans. Geosci. Remote. Sens., 2024

HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification.

Qiang Liu, Jun Yue, Yi Fang, Shaobo Xia, Leyuan Fang

IEEE Trans. Geosci. Remote. Sens., 2024

Semantic Segmentation of Airborne LiDAR Point Clouds With Noisy Labels.

Yuan Gao, Shaobo Xia, Cheng Wang, Xiaohuan Xi, Bisheng Yang, Chou Xie

IEEE Trans. Geosci. Remote. Sens., 2024

Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification.

Ning Chen, Leyuan Fang, Yang Xia, Shaobo Xia, Hui Liu, Jun Yue

IEEE Trans. Geosci. Remote. Sens., 2024

A Novel Multidimensional Statistics Denoising Algorithm Based on Gaussian Mixture Model for Photon-Counting LiDAR Data.

Sitong Chen, Sheng Nie, Xiaohuan Xi, Shaobo Xia, Feng Zhu, Cheng Wang, Xiaoxiao Zhu

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.

Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma

IEEE Trans. Image Process., 2023

SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models.

Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia

IEEE Trans. Geosci. Remote. Sens., 2023

Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation.

Shaobo Xia, Jun Yue, Kacper Kania, Leyuan Fang, Andrea Tagliasacchi, Kwang Moo Yi, Weiwei Sun

CoRR, 2023

SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models.

Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia

CoRR, 2023

Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.

Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma

CoRR, 2023

2022

Building Instance Mapping From ALS Point Clouds Aided by Polygonal Maps.

Shaobo Xia, Sheng Xu, Ruisheng Wang, Jonathan Li, Guanghui Wang

IEEE Trans. Geosci. Remote. Sens., 2022

Uncertainty Quantification of Hyperspectral Image Denoising Frameworks Based on Sliding-Window Low-Rank Matrix Approximation.

Jingwei Song, Shaobo Xia, Jun Wang, Mitesh Patel, Dong Chen

IEEE Trans. Geosci. Remote. Sens., 2022

A Crown Guess and Selection Framework for Individual Tree Detection From ALS Point Clouds.

Pu Wang, Di Cao, Shaobo Xia, Cheng Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Gap-Based Method for LiDAR Point Cloud Division.

Shaobo Xia, Sheng Nie, Pu Wang, Dong Chen, Sheng Xu, Cheng Wang

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Curved Buildings Reconstruction From Airborne LiDAR Data by Matching and Deforming Geometric Primitives.

Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen

IEEE Trans. Geosci. Remote. Sens., 2021

Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly.

Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Shaobo Xia, Liqiang Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data.

Shaobo Xia, Dong Chen, Jiju Peethambaran, Pu Wang, Sheng Xu

Remote. Sens., 2021

2020

Geometric Primitives in MLS Point Clouds Processing.

Shaobo Xia

PhD thesis, 2020

Geometric Primitives in LiDAR Point Clouds: A Review.

Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Multi-View Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification.

Guofeng Tong, Yong Li, Dong Chen, Shaobo Xia, Jiju Peethambaran, Yuebin Wang

Remote. Sens., 2020

Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation.

Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang

CoRR, 2020

2019

Semiautomatic Construction of 2-D Façade Footprints From Mobile LiDAR Data.

Shaobo Xia, Ruisheng Wang

IEEE Trans. Geosci. Remote. Sens., 2019

Façade Separation in Ground-Based LiDAR Point Clouds Based on Edges and Windows.

Shaobo Xia, Ruisheng Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Higher-Order Conditional Random Fields-Based 3D Semantic Labeling of Airborne Laser-Scanning Point Clouds.

Yong Li, Dong Chen, Xiance Du, Shaobo Xia, Yuliang Wang, Sheng Xu, Qiang Yang

Remote. Sens., 2019

Improved Indoor positioning algorithm using KPCA and ELM.

Lijun Lian, Shaobo Xia, Sen Zhang, Qiong Wu, Changqiang Jing

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

2017

A Fast Edge Extraction Method for Mobile Lidar Point Clouds.

Shaobo Xia, Ruisheng Wang

IEEE Geosci. Remote. Sens. Lett., 2017

2016

Fusion of Airborne Discrete-Return LiDAR and Hyperspectral Data for Land Cover Classification.

Shezhou Luo, Cheng Wang, Xiaohuan Xi, Hongcheng Zeng, Dong Li, Shaobo Xia, Pinghua Wang

Remote. Sens., 2016

Forest above Ground Biomass Inversion by Fusing GLAS with Optical Remote Sensing Data.

Xiaohuan Xi, Tingting Han, Cheng Wang, Shezhou Luo, Shaobo Xia, Feifei Pan

ISPRS Int. J. Geo Inf., 2016