Xiongfeng Yan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Affinity Propagation Clustering

Top Venues

ISPRS Int. J. Geo Inf.

Int. J. Geogr. Inf. Sci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Bo Kong, Tinghua Ai, Xinyan Zou, Xiongfeng Yan, Min Yang
A graph-based neural network approach to integrate multi-source data for urban building function classification. Comput. Environ. Urban Syst. 110 (2024)
Yanmin Jin, Lejingyi Zhou, Zhengxiang Song, Lingling Wei, Xinyi Zheng, Xiaohua Tong, Xiongfeng Yan
Line simplification with sidedness relationship consistency using the constrained total least squares method. Trans. GIS 28 (3) (2024)
Yaqiong Wang, Huan Xie, Qian Huang, Xiongfeng Yan, Shijie Liu, Zhen Ye, Chao Wang, Xiong Xu, Sicong Liu, Yanmin Jin, Xiaohua Tong
Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiongfeng Yan, Min Yang
A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Min Yang, Lingya Cheng, Minjun Cao, Xiongfeng Yan
A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions. ISPRS Int. J. Geo Inf. 11 (10) (2022)
Yaqiong Wang, Huan Xie, Qian Huang, Yaxuan Feng, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Sicong Liu, Xiong Xu, Chao Wang, Yanmin Jin, Xinyi Zhang
A Novel Approach for Multiscale Lunar Crater Detection by the Use of Path-Profile and Isolation Forest Based on High-Resolution Planetary Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang
A hybrid approach to building simplification with an evaluator from a backpropagation neural network. Int. J. Geogr. Inf. Sci. 36 (2) (2022)
Min Yang, Haoran Huang, Yiqi Zhang, Xiongfeng Yan
Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor. ISPRS Int. J. Geo Inf. 11 (9) (2022)
Min Yang, Bo Kong, Ruirong Dang, Xiongfeng Yan
Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen
Detecting interchanges in road networks using a graph convolutional network approach. Int. J. Geogr. Inf. Sci. 36 (6) (2022)
Xiongfeng Yan, Huan Chen, Haoran Huang, Qian Liu, Min Yang
Building Typification in Map Generalization Using Affinity Propagation Clustering. ISPRS Int. J. Geo Inf. 10 (11) (2021)
Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps. Int. J. Geogr. Inf. Sci. 35 (3) (2021)
Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Yang, Bo Ai
Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm. IEEE Access 7 (2019)
Xiongfeng Yan, Tinghua Ai
Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network. CoRR (2018)
Xiongfeng Yan, Tinghua Ai
Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper). GIScience (2018)
Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang
A map-algebra-based method for automatic change detection and spatial data updating across multiple scales. Trans. GIS 22 (2) (2018)
Xiongfeng Yan, Tinghua Ai, Xiang Zhang
Template Matching and Simplification Method for Building Features Based on Shape Cognition. ISPRS Int. J. Geo Inf. 6 (8) (2017)
Lina Huang, Tinghua Ai, Peter van Oosterom, Xiongfeng Yan, Min Yang
A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data. ISPRS Int. J. Geo Inf. 6 (7) (2017)