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Robust Change Detection Using Channel-Wise co-Attention-Based Siamese Network With Contrastive Loss Function

  • Published:2022 Issue: Volume:10 Page:45365-45374
  • ISSN:2169-3536
  • Container-title:IEEE Access
  • language:
  • Short-container-title:IEEE Access

Author:

Choi Eunjeong1,Kim Jeongtae1ORCID

Affiliation:

1. Department of Electronic and Electrical Engineering, Ewha Womans University, Seoul, South Korea

Funder

ATI Company in Incheon, Republic of Korea

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference40 articles.

1. Pytorch: An imperative style, high-performance deep learning library;paszke;Proc Adv Neural Inf Process Syst,2019

2. ImageNet: A large-scale hierarchical image database

3. Fully Convolutional Networks for Multisource Building Extraction From an Open Aerial and Satellite Imagery Data Set

4. An attention-based system for damage assessment using satellite imagery;hao;arXiv 2004 06643,2020

5. Deep Multiscale Siamese Network with Parallel Convolutional Structure and Self-Attention for Change Detection

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