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Interpreting Earth Surface Changes

Published on:

28 March 2024

Primary Category:

Computer Vision and Pattern Recognition

Paper Authors:

Chenyang Liu,

Keyan Chen,

Haotian Zhang,

Zipeng Qi,

Zhengxia Zou,

Zhenwei Shi

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Key Details

Integrates change detection and change captioning for comprehensive interpretation

Proposes a multi-level change interpretation model with two branches

Introduces BI-temporal Iterative Interaction layers to enhance discrimination

Constructs LEVIR-MCI dataset with masks and captions

Highlights potential for facilitating analysis of surface changes

AI generated summary

Interpreting Earth Surface Changes

This paper proposes an interactive agent that can provide comprehensive interpretation and analysis of changes on the Earth's surface based on satellite images. The agent integrates computer vision techniques for detecting changes with language models for describing changes.

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