most citedVistaFormer: Scalable Vision Transformers for Satellite Image Time Series Segmentation

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cs.CV2024★ 2 cited

VistaFormer: Scalable Vision Transformers for Satellite Image Time Series Segmentation

Ezra MacDonald, Derek Jacoby, Yvonne Coady

We introduce VistaFormer, a lightweight Transformer-based model architecture for the semantic segmentation of remote-sensing images. This model uses a multi-scale Transformer-based…

cs.CV2023

MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imagery

Ezra MacDonald, Derek Jacoby, Yvonne Coady

Assessing the environmental impact of the mineral extraction industry plays a critical role in understanding and mitigating the ecological consequences of extractive activities. Th…