A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images-Reference-Cited by-同舟云学术

A transformer-based Siamese network and an open optical dataset for semantic change detection of remote sensing images

Published:2022-09-12 Issue:1 Volume:15 Page:1506-1525
ISSN:1753-8947
Container-title:International Journal of Digital Earth
language:en
Short-container-title:International Journal of Digital Earth

Author:

Yuan Panli¹²,Zhao Qingzhan¹²,Zhao Xingbiao¹,Wang Xuewen³,Long Xuefeng¹²,Zheng Yuchen¹

Affiliation:

1. College of Information Science and Technology, Shihezi University, Shihezi, People’s Republic of China

2. Geospatial Information Engineering Research Center, Xinjiang Production and Construction Corps, Shihezi, People’s Republic of China

3. Institute of Geophysics and Geomatics, China University of Geosciences, Wuhan, People’s Republic of China

Funder

National Key Research and Development Program of China

Xinjiang Production and Construction Corps Science and Technology Project

Publisher

Informa UK Limited

Subject

General Earth and Planetary Sciences,Computer Science Applications,Software

Link

https://www.tandfonline.com/doi/pdf/10.1080/17538947.2022.2111470

Reference43 articles.

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2. Bandara, W. G. C., and V. M. Patel. 2022a. “A Transformer-Based Siamese Network for Change Detection.” arXiv Preprint ArXiv:2201.01293.

3. Bandara, W. G. C., and V. M. Patel. 2022b. “Revisiting Consistency Regularization for Semi-Supervised Change Detection in Remote Sensing Images.” arXiv Preprint ArXiv:2204.08454.

4. Change Detection in Optical Aerial Images by a Multilayer Conditional Mixed Markov Model

5. TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal With Signal-to-Image Transformation

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