A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning

A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning

Remote sensing image change captioning (RSICC) aims to automatically generate sentences that describe content differences in remote sensing bitemporal images. Recently, attention-based transformers have become a prevalent idea for capturing the features of global change. However, existing transforme...

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Bibliographic Details
Main Authors: Dongwei Sun, Yajie Bao, Junmin Liu, Xiangyong Cao
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Change captioning
remote sensing image change detection
sparse attention
transformer encoder
Online Access:https://ieeexplore.ieee.org/document/10700970/

Internet

https://ieeexplore.ieee.org/document/10700970/

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