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Conference Oct 2026

A method for large-scale scene 3D reconstruction based on crowdsourced imagery

Aiming at the problem of high data demand for three-dimensional (3D) reconstruction based on a single data source, a large-scale scene 3D reconstruction method using crowdsourced images is proposed. Firstly, dense point clouds are extracted from satellite images and aerial images respectively. For satellite images, den...

Xiao-Wei Chen, Xin Zhou, Qiang Zhang et al. · 0 citations
Open access 2026

Revisiting the Effectiveness of Self-Supervised Learning for Change Detection in Remote Sensing Imagery

Remote sensing image change detection is a core task in Earth observation and geographic information science. In recent years, deep learning-based change detection methods have become the mainstream approach. However, these fully supervised methods impose stringent requirements on both the quantity and quality of label...

Xian Li, Hang Ruan, De-Cheng Wang et al. · 0 citations

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