SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks

SOMDNCD: Image Change Detection Based on Self-Organizing Maps and Deep Neural Networks

Image change detection is a research hotspot in many fields of application, such as environmental monitoring, disaster investigation, urban research, and more. How to reduce the influence of speckle noise when conducting change detection in an acquired synthetic aperture radar (SAR) image is a chall...

Full description

Bibliographic Details
Main Authors: Ruliang Xiao, Runxi Cui, Mingwei Lin, Lifei Chen, Youcong Ni, Xinhong Lin
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Image change detection
median filter
self-organizing map
deep neural network
unsupervised learning
Online Access:https://ieeexplore.ieee.org/document/8388197/

Internet

https://ieeexplore.ieee.org/document/8388197/

Similar Items