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

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

Recognizing morphological patterns in lines and segmenting them into homogeneous segments is critical for line generalization and other applications. Due to the excessive dependence on handcrafted features in existing methods and their insufficient consideration of contextual information, we propose...

Full description

Bibliographic Details
Main Authors: Min Yang, Haoran Huang, Yiqi Zhang, Xiongfeng Yan
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:ISPRS International Journal of Geo-Information
Subjects:
line segmentation
pattern recognition
one-dimensional convolutional neural network
grid shape context descriptor
Online Access:https://www.mdpi.com/2220-9964/11/9/461

Similar Items

Similar Items