Gui-Song Xia

Guizhou University of Finance and Economics — China

Computer Science · Physical Sciences

57h-index21.7kcitations431works4.12yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(152), Remote-Sensing Image Classification(118), Advanced Neural Network Applications(84), Robotics and Sensor-Based Localization(53), Image Retrieval and Classification Techniques(49)

Publications431 total

SGE-GLoc: Semantic Gaussian Ellipsoid Scene Graphs for Efficient LiDAR Global Localization
IEEE Robotics and Automation Letters·2025
Oriented Tiny Object Detection: A Dataset, Benchmark, and Dynamic Unbiased Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
Robust Visual Odometry Using Rigidly-Bundled Arbitrarily-Arranged Multi-Cameras
IEEE Robotics and Automation Letters·2025
Efficient Point-Based Neural Network For Finish Line Extraction
International Dental Journal·2025Open Access
DragOSM: Extract Building Roofs and Footprints from Aerial Images by Aligning Historical Labels
arXiv (Cornell University)·2025Open Access
EVDI++: Event-based Video Deblurring and Interpolation via Self-Supervised Learning
arXiv (Cornell University)·2025Open Access
Creative Abrasion: Cultural Distance and Migrant Entrepreneurship
2025Open Access
Towards Human-Level 3D Relative Pose Estimation: Generalizable, Training-Free, With Single Reference
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
An Enhanced Positioning Algorithm Integrating Shearer Cutting Information
2025
CC-Former: Urban Flood Mapping from InSAR Coherence with Vision Transformer: Libya and Storm Daniel as Test Case
ISPRS annals of the photogrammetry, remote sensing and spatial information sciences·2025Open Access
Mitigating representation bias for class-incremental semantic segmentation of remote sensing images
Science China Information Sciences·2025· 2 cited
Evolving superpixel-level affinity based on contrastive learning and good neighbors for hyperspectral image clustering
International Journal of Applied Earth Observation and Geoinformation·2025Open Access
High-Quality Pseudo-Labeling for Point Cloud Segmentation With Scene-Level Annotation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
I2D-LocX: An Efficient, Precise and Robust Method for Camera Localization in LiDAR Maps
IEEE Robotics and Automation Letters·2025
Tiny object detection with single point supervision
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 1 cited
High-Fidelity 3D Imaging of Dental Scenes Using Gaussian Splatting
Journal of Dental Research·2025
Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation
2025
UNIC-Adapter: Unified Image-Instruction Adapter with Multi-Modal Transformer for Image Generation
2025
Vision-Language Modeling Meets Remote Sensing: <i>Models, datasets, and perspectives</i>
IEEE Geoscience and Remote Sensing Magazine·2025· 9 citedOpen Access
Edge-CVT: Edge-informed CNN and vision transformer for building change detection in satellite imagery
ISPRS Journal of Photogrammetry and Remote Sensing·2025· 5 cited
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Frequent Co-authors

Liangpei Zhang(16), Wen Yang(11), Jian Ding(10), Nan Xue(8), Xiang Bai(6), Jinwang Wang(5), Lei Yu(5), Yanfei Zhong(4), Huai Yu(4), Xiao Xiang Zhu(4), Zhen Zhu(3), Mihai Datcu(3), Marcello Pelillo(3), Yang Long(3), Fan Hu(3), Jiaming Han(3), Chang Xu(3), Julie Delon(3), Yann Gousseau(3), Tianfu Wu(3)