Xiongfeng Yan

25 papers Journal 24Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable artificial intelligence approach for road network selection based on a neural additive model.
Int. J. Geogr. Inf. Sci.
Min Yang, Xiao Xu, Taiyang Yang, Xiongfeng Yan
2025 J jnl
A Novel Lunar Rock Detection Method Combining Multiscale Phase Feature Type Maps and Phase Congruency Moment Maps.
IEEE Geosci. Remote. Sens. Lett.
Yaqiong Wang, Huan Xie, Qian Huang, Yifan Wang, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Zhen Ye, Sicong Liu, Xiong Xu, Chao Wang
2025 J jnl
Deep learning in automatic map generalization: achievements and challenges.
Geo spatial Inf. Sci.
Xiongfeng Yan, Min Yang, Tinghua Ai
2025 J jnl
Efficient Phase Congruency-Based Feature Transform for Rapid Matching of Planetary Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Genyi Wan, Rong Huang, Yusheng Xu, Zhen Ye, Qionghua You, Xiongfeng Yan, Xiaohua Tong
2025 J jnl
Integrating morphological knowledge of contour data and graph neural network for landform type recognition.
Int. J. Geogr. Inf. Sci.
Bo Kong, Tinghua Ai, Min Yang, Hao Wu, Xiongfeng Yan, Yongquan Wang, Huafei Yu
2025 J jnl
Safety-Prioritized Optimization of Asteroid Sample Site Selection Using Genetic Algorithm and Variable Neighborhood Tabu Search.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Huan Xie, Jie Chen, Xiongfeng Yan, Yifan Wang, Yaqiong Wang, Qingfan Zhang, Yuanting Xi, Jun Xie, Ming Yang, Yongjiu Feng, Yusheng Xu, Xiaohua Tong
2024 J jnl
A graph-based neural network approach to integrate multi-source data for urban building function classification.
Comput. Environ. Urban Syst.
Bo Kong, Tinghua Ai, Xinyan Zou, Xiongfeng Yan, Min Yang
2024 J jnl
Classification of urban interchange patterns using a model combining shape context descriptor and graph convolutional neural network.
Geo spatial Inf. Sci.
Min Yang, Minjun Cao, Lingya Cheng, Huiping Jiang, Tinghua Ai, Xiongfeng Yan
2024 J jnl
Line simplification with sidedness relationship consistency using the constrained total least squares method.
Trans. GIS
Yanmin Jin, Lejingyi Zhou, Zhengxiang Song, Lingling Wei, Xinyi Zheng, Xiaohua Tong, Xiongfeng Yan
2024 J jnl
Small Lunar Crater Detection From LROC NAC Using Statistically Constrained Path Morphologies and Unsupervised Discriminate Correlation Filters.
IEEE Trans. Geosci. Remote. Sens.
Yaqiong Wang, Huan Xie, Qian Huang, Xiongfeng Yan, Shijie Liu, Zhen Ye, Chao Wang, Xiong Xu, Sicong Liu, Yanmin Jin, Xiaohua Tong
2022 J jnl
A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects.
ISPRS Int. J. Geo Inf.
Xiongfeng Yan, Min Yang
2022 J jnl
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.
Yaqiong Wang, Huan Xie, Qian Huang, Yaxuan Feng, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Sicong Liu, Xiong Xu, Chao Wang, Yanmin Jin, Xinyi Zhang
2022 J jnl
A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions.
ISPRS Int. J. Geo Inf.
Min Yang, Lingya Cheng, Minjun Cao, Xiongfeng Yan
2022 J jnl
A hybrid approach to building simplification with an evaluator from a backpropagation neural network.
Int. J. Geogr. Inf. Sci.
Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang
2022 J jnl
Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method.
Int. J. Appl. Earth Obs. Geoinformation
Min Yang, Bo Kong, Ruirong Dang, Xiongfeng Yan
2022 J jnl
Detecting interchanges in road networks using a graph convolutional network approach.
Int. J. Geogr. Inf. Sci.
Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen
2022 J jnl
Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor.
ISPRS Int. J. Geo Inf.
Min Yang, Haoran Huang, Yiqi Zhang, Xiongfeng Yan
2021 J jnl
Building Typification in Map Generalization Using Affinity Propagation Clustering.
ISPRS Int. J. Geo Inf.
Xiongfeng Yan, Huan Chen, Haoran Huang, Qian Liu, Min Yang
2021 J jnl
Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps.
Int. J. Geogr. Inf. Sci.
Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong
2019 J jnl
Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm.
IEEE Access
Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Yang, Bo Ai
2018 J jnl
A map-algebra-based method for automatic change detection and spatial data updating across multiple scales.
Trans. GIS
Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang
2018 — conf
Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper).
GIScience
Xiongfeng Yan, Tinghua Ai
2018 J jnl
Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network.
CoRR
Xiongfeng Yan, Tinghua Ai
2017 J jnl
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.
Lina Huang, Tinghua Ai, Peter van Oosterom, Xiongfeng Yan, Min Yang
2017 J jnl
Template Matching and Simplification Method for Building Features Based on Shape Cognition.
ISPRS Int. J. Geo Inf.
Xiongfeng Yan, Tinghua Ai, Xiang Zhang