Generating Large-Scale Origin–Destination Matrix via Progressive Growing Generative Adversarial Networks Model

The origin–destination (OD) matrix describes traffic flow information between regions. It is a critical input for intelligent transportation systems (ITS). However, obtaining the OD matrix remains challenging due to high costs and privacy concerns. Synthetic data, which have the same statistical dis...

Full description

Saved in:
Bibliographic Details
Main Authors: Zehao Yuan, Xuanyan Chen, Biyu Chen, Yubo Luo, Yu Zhang, Wenxin Teng, Chao Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:ISPRS International Journal of Geo-Information
Subjects:
Online Access:https://www.mdpi.com/2220-9964/14/4/172
Tags: Add Tag
No Tags, Be the first to tag this record!