Xiongfeng Yan

According to our database, Xiongfeng Yan authored at least 15 papers between 2017 and 2022.

Collaborative distances:

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

2022

A Novel Approach for Multiscale Lunar Crater Detection by the Use of Path-Profile and Isolation Forest Based on High-Resolution Planetary Images.

Yaqiong Wang, Huan Xie, Qian Huang, Yaxuan Feng, Xiongfeng Yan, Xiaohua Tong, Shijie Liu, Sicong Liu, Xiong Xu, Chao Wang, Yanmin Jin, Xinyi Zhang

IEEE Trans. Geosci. Remote. Sens., 2022

Pattern Recognition and Segmentation of Administrative Boundaries Using a One-Dimensional Convolutional Neural Network and Grid Shape Context Descriptor.

Min Yang, Haoran Huang, Yiqi Zhang, Xiongfeng Yan

ISPRS Int. J. Geo Inf., 2022

A Stacking Ensemble Learning Method to Classify the Patterns of Complex Road Junctions.

Min Yang, Lingya Cheng, Minjun Cao, Xiongfeng Yan

ISPRS Int. J. Geo Inf., 2022

A Comparative Study of Various Deep Learning Approaches to Shape Encoding of Planar Geospatial Objects.

Xiongfeng Yan, Min Yang

ISPRS Int. J. Geo Inf., 2022

A hybrid approach to building simplification with an evaluator from a backpropagation neural network.

Min Yang, Tuo Yuan, Xiongfeng Yan, Tinghua Ai, Chenjun Jiang

Int. J. Geogr. Inf. Sci., 2022

Detecting interchanges in road networks using a graph convolutional network approach.

Min Yang, Chenjun Jiang, Xiongfeng Yan, Tinghua Ai, Minjun Cao, Wenyuan Chen

Int. J. Geogr. Inf. Sci., 2022

Classifying urban functional regions by integrating buildings and points-of-interest using a stacking ensemble method.

Min Yang, Bo Kong, Ruirong Dang, Xiongfeng Yan

Int. J. Appl. Earth Obs. Geoinformation, 2022

2021

Building Typification in Map Generalization Using Affinity Propagation Clustering.

Xiongfeng Yan, Huan Chen, Haoran Huang, Qian Liu, Min Yang

ISPRS Int. J. Geo Inf., 2021

Graph convolutional autoencoder model for the shape coding and cognition of buildings in maps.

Xiongfeng Yan, Tinghua Ai, Min Yang, Xiaohua Tong

Int. J. Geogr. Inf. Sci., 2021

2019

Shape Decision-Making in Map-Like Visualization Design Using the Simulated Annealing Algorithm.

Tinghua Ai, Rui Xin, Xiongfeng Yan, Min Yang, Bo Ai

IEEE Access, 2019

2018

A map-algebra-based method for automatic change detection and spatial data updating across multiple scales.

Min Yang, Tinghua Ai, Xiongfeng Yan, Yuanyuan Chen, Xiang Zhang

Trans. GIS, 2018

Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network.

Xiongfeng Yan, Tinghua Ai

CoRR, 2018

Analysis of Irregular Spatial Data with Machine Learning: Classification of Building Patterns with a Graph Convolutional Neural Network (Short Paper).

Xiongfeng Yan, Tinghua Ai

Proceedings of the 10th International Conference on Geographic Information Science, 2018

2017

Template Matching and Simplification Method for Building Features Based on Shape Cognition.

Xiongfeng Yan, Tinghua Ai, Xiang Zhang

ISPRS Int. J. Geo Inf., 2017

A Matrix-Based Structure for Vario-Scale Vector Representation over a Wide Range of Map Scales: The Case of River Network Data.

Lina Huang, Tinghua Ai, Peter van Oosterom, Xiongfeng Yan, Min Yang

ISPRS Int. J. Geo Inf., 2017