Shaobo Xia

44 papers Journal 41Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-view Domain Generalization via Geometric Consistency for LiDAR Semantic Segmentation.
CoRR
Jindong Zhao, Yuan Gao, Yang Xia, Sheng Nie, Jun Yue, Weiwei Sun, Shaobo Xia
2026 J jnl
Source-Free Domain Adaptation for Geospatial Point Cloud Semantic Segmentation.
CoRR
Yuan Gao, Di Cao, Xiaohuan Xi, Sheng Nie, Shaobo Xia, Cheng Wang
2025 J jnl
A 2.5-D Substation Terrestrial Laser Scanning Network Planning Algorithm Based on Ray Weighting.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huachen Zhao, Cheng Wang, Pu Wang, Sheng Nie, Shaobo Xia, Meng Du
2025 J jnl
APCoTTA: Continual Test-Time Adaptation for Semantic Segmentation of Airborne LiDAR Point Clouds.
CoRR
Yuan Gao, Shaobo Xia, Sheng Nie, Cheng Wang, Xiaohuan Xi, Bisheng Yang
2025 J jnl
Benchmarking ULS-TLS Point Cloud Registration Algorithms in Forest Environments.
IEEE Trans. Geosci. Remote. Sens.
Wangjun Liu, Sheng Nie, Shaobo Xia, Cheng Wang, Jinliang Wang, Xiaohuan Xi, Feng Cheng
2025 J jnl
Exemplar-Free Lifelong Hyperspectral Image Classification With Spectral Consistency.
IEEE Trans. Geosci. Remote. Sens.
Zhenlin Li, Shaobo Xia, Shuhe Wang, Jun Yue, Leyuan Fang
2025 J jnl
HyperEDL: Spectral-Spatial Evidence Deep Learning for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yangbo Feng, Xin Yi, Shuhe Wang, Jun Yue, Shaobo Xia, Leyuan Fang
2025 J jnl
HyperKD: Lifelong Hyperspectral Image Classification With Cross-Spectral-Spatial Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Zhenlin Li, Shaobo Xia, Jun Yue, Leyuan Fang
2025 J jnl
LiDAR Remote Sensing Meets Weak Supervision: Concepts, Methods, and Perspectives.
CoRR
Yuan Gao, Shaobo Xia, Pu Wang, Xiaohuan Xi, Sheng Nie, Cheng Wang
2025 — conf
NoKSR: Kernel-Free Neural Surface Reconstruction via Point Cloud Serialization.
3DV
Zhen (Colin) Li, Weiwei Sun, Shrisudhan Govindarajan, Shaobo Xia, Daniel Rebain, Kwang Moo Yi, Andrea Tagliasacchi
2025 J jnl
NoKSR: Kernel-Free Neural Surface Reconstruction via Point Cloud Serialization.
CoRR
Zhen Li, Weiwei Sun, Shrisudhan Govindarajan, Shaobo Xia, Daniel Rebain, Kwang Moo Yi, Andrea Tagliasacchi
2025 J jnl
UniVector: Unified Vector Extraction via Instance-Geometry Interaction.
CoRR
Yinglong Yan, Jun Yue, Shaobo Xia, Hanmeng Sun, Tianxu Ying, Chengcheng Wu, Sifan Lan, Min He, Pedram Ghamisi, Leyuan Fang
2024 J jnl
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.
Sitong Chen, Sheng Nie, Xiaohuan Xi, Shaobo Xia, Feng Zhu, Cheng Wang, Xiaoxiao Zhu
2024 J jnl
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.
CoRR
Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024 J jnl
Diffusion Models Meet Remote Sensing: Principles, Methods, and Perspectives.
IEEE Trans. Geosci. Remote. Sens.
Yidan Liu, Jun Yue, Shaobo Xia, Pedram Ghamisi, Weiying Xie, Leyuan Fang
2024 J jnl
HyperMLL: Toward Robust Hyperspectral Image Classification With Multisource Label Learning.
IEEE Trans. Geosci. Remote. Sens.
Xia Yue, Anfeng Liu, Ning Chen, Shaobo Xia, Jun Yue, Leyuan Fang
2024 J jnl
HyperMamba: A Spectral-Spatial Adaptive Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Qiang Liu, Jun Yue, Yi Fang, Shaobo Xia, Leyuan Fang
2024 J jnl
Satellite-Observed Hydrothermal Conditions Control the Effects of Soil and Atmospheric Drought on Peak Vegetation Growth on the Tibetan Plateau.
Remote. Sens.
Zhengliang Qiu, Longxiang Tang, Xiaoyue Wang, Yunfei Zhang, Jianbo Tan, Jun Yue, Shaobo Xia
2024 J jnl
Semantic Segmentation of Airborne LiDAR Point Clouds With Noisy Labels.
IEEE Trans. Geosci. Remote. Sens.
Yuan Gao, Shaobo Xia, Cheng Wang, Xiaohuan Xi, Bisheng Yang, Chou Xie
2024 J jnl
Spectral Query Spatial: Revisiting the Role of Center Pixel in Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Ning Chen, Leyuan Fang, Yang Xia, Shaobo Xia, Hui Liu, Jun Yue
2023 J jnl
Densify Your Labels: Unsupervised Clustering with Bipartite Matching for Weakly Supervised Point Cloud Segmentation.
CoRR
Shaobo Xia, Jun Yue, Kacper Kania, Leyuan Fang, Andrea Tagliasacchi, Kwang Moo Yi, Weiwei Sun
2023 J jnl
Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models.
IEEE Trans. Image Process.
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
Dif-Fusion: Towards High Color Fidelity in Infrared and Visible Image Fusion with Diffusion Models.
CoRR
Jun Yue, Leyuan Fang, Shaobo Xia, Yue Deng, Jiayi Ma
2023 J jnl
SpectralDiff: A Generative Framework for Hyperspectral Image Classification With Diffusion Models.
IEEE Trans. Geosci. Remote. Sens.
Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia
2023 J jnl
SpectralDiff: Hyperspectral Image Classification with Spectral-Spatial Diffusion Models.
CoRR
Ning Chen, Jun Yue, Leyuan Fang, Shaobo Xia
2022 J jnl
A Crown Guess and Selection Framework for Individual Tree Detection From ALS Point Clouds.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pu Wang, Di Cao, Shaobo Xia, Cheng Wang
2022 J jnl
A Gap-Based Method for LiDAR Point Cloud Division.
IEEE Geosci. Remote. Sens. Lett.
Shaobo Xia, Sheng Nie, Pu Wang, Dong Chen, Sheng Xu, Cheng Wang
2022 J jnl
Building Instance Mapping From ALS Point Clouds Aided by Polygonal Maps.
IEEE Trans. Geosci. Remote. Sens.
Shaobo Xia, Sheng Xu, Ruisheng Wang, Jonathan Li, Guanghui Wang
2022 J jnl
Uncertainty Quantification of Hyperspectral Image Denoising Frameworks Based on Sliding-Window Low-Rank Matrix Approximation.
IEEE Trans. Geosci. Remote. Sens.
Jingwei Song, Shaobo Xia, Jun Wang, Mitesh Patel, Dong Chen
2021 J jnl
Curved Buildings Reconstruction From Airborne LiDAR Data by Matching and Deforming Geometric Primitives.
IEEE Trans. Geosci. Remote. Sens.
Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen
2021 J jnl
Point Cloud Inversion: A Novel Approach for the Localization of Trees in Forests from TLS Data.
Remote. Sens.
Shaobo Xia, Dong Chen, Jiju Peethambaran, Pu Wang, Sheng Xu
2021 J jnl
Tunnel Reconstruction With Block Level Precision by Combining Data-Driven Segmentation and Model-Driven Assembly.
IEEE Trans. Geosci. Remote. Sens.
Zhen Cao, Dong Chen, Jiju Peethambaran, Zhenxin Zhang, Shaobo Xia, Liqiang Zhang
2020 J jnl
Curved Buildings Reconstruction from Airborne LiDAR Data by Matching and Deforming Geometric Primitives.
CoRR
Jingwei Song, Shaobo Xia, Jun Wang, Dong Chen
2020 J jnl
Geometric Primitives in LiDAR Point Clouds: A Review.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaobo Xia, Dong Chen, Ruisheng Wang, Jonathan Li, Xinchang Zhang
2020 — —
Geometric Primitives in MLS Point Clouds Processing.
Shaobo Xia
2020 J jnl
Multi-View Features Joint Learning with Label and Local Distribution Consistency for Point Cloud Classification.
Remote. Sens.
Guofeng Tong, Yong Li, Dong Chen, Shaobo Xia, Jiju Peethambaran, Yuebin Wang
2020 J jnl
Uncertainty Quantification for Hyperspectral Image Denoising Frameworks based on Low-rank Matrix Approximation.
CoRR
Shaobo Xia, Jingwei Song, Dong Chen, Jun Wang
2019 J jnl
Façade Separation in Ground-Based LiDAR Point Clouds Based on Edges and Windows.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaobo Xia, Ruisheng Wang
2019 J jnl
Higher-Order Conditional Random Fields-Based 3D Semantic Labeling of Airborne Laser-Scanning Point Clouds.
Remote. Sens.
Yong Li, Dong Chen, Xiance Du, Shaobo Xia, Yuliang Wang, Sheng Xu, Qiang Yang
2019 — conf
Improved Indoor positioning algorithm using KPCA and ELM.
WCSP
Lijun Lian, Shaobo Xia, Sen Zhang, Qiong Wu, Changqiang Jing
2019 J jnl
Semiautomatic Construction of 2-D Façade Footprints From Mobile LiDAR Data.
IEEE Trans. Geosci. Remote. Sens.
Shaobo Xia, Ruisheng Wang
2017 J jnl
A Fast Edge Extraction Method for Mobile Lidar Point Clouds.
IEEE Geosci. Remote. Sens. Lett.
Shaobo Xia, Ruisheng Wang
2016 J jnl
Forest above Ground Biomass Inversion by Fusing GLAS with Optical Remote Sensing Data.
ISPRS Int. J. Geo Inf.
Xiaohuan Xi, Tingting Han, Cheng Wang, Shezhou Luo, Shaobo Xia, Feifei Pan
2016 J jnl
Fusion of Airborne Discrete-Return LiDAR and Hyperspectral Data for Land Cover Classification.
Remote. Sens.
Shezhou Luo, Cheng Wang, Xiaohuan Xi, Hongcheng Zeng, Dong Li, Shaobo Xia, Pinghua Wang