JOURNAL ARTICLE

Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection

Tao LeiYetong XuHailong NingZhiyong LvChongdan MinYaochu JinAsoke K. Nandi

Year: 2023 Journal:   IEEE Geoscience and Remote Sensing Letters Vol: 21 Pages: 1-5   Publisher: Institute of Electrical and Electronics Engineers

Abstract

Supplemental Items: The supplementary materials include experiments on the DSIFN-CD dataset and ablation experiments on the CDD dataset to validate our LSAT method. Furthermore, we also analyze the effect of pre-training on the performance. DOI:10.1109/LGRS.2023.3323534/mm1 .

Keywords:
Computer science Transformer Computational complexity theory Artificial intelligence Convolutional neural network Image resolution Quadratic growth Feature extraction Pattern recognition (psychology) Computer vision Algorithm Voltage

Metrics

15
Cited By
3.26
FWCI (Field Weighted Citation Impact)
20
Refs
0.91
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Remote-Sensing Image Classification
Physical Sciences →  Engineering →  Media Technology
Remote Sensing and Land Use
Physical Sciences →  Earth and Planetary Sciences →  Atmospheric Science
Advanced Image Fusion Techniques
Physical Sciences →  Engineering →  Media Technology

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