Dual-Task Semantic Change Detection for Remote Sensing Images Using the Generative Change Field Module

Dual-Task Semantic Change Detection for Remote Sensing Images Using the Generative Change Field Module

With the advent of very-high-resolution remote sensing images, semantic change detection (SCD) based on deep learning has become a research hotspot in recent years. SCD aims to observe the change in the Earth’s land surface and plays a vital role in monitoring the ecological environment, land use an...

Full description

Bibliographic Details
Main Authors: Shao Xiang, Mi Wang, Xiaofan Jiang, Guangqi Xie, Zhiqi Zhang, Peng Tang
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Remote Sensing
Subjects:
very-high-resolution remote sensing images
semantic change detection
generative change field
separable loss
Online Access:https://www.mdpi.com/2072-4292/13/16/3336

Similar Items

Similar Items