Transformers for Remote Sensing: A Systematic Review and Analysis
Ruikun Wang,
Lei Ma,
Guangjun He
et al.
Abstract:Research on transformers in remote sensing (RS), which started to increase after 2021, is facing the problem of a relative lack of review. To understand the trends of transformers in RS, we undertook a quantitative analysis of the major research on transformers over the past two years by dividing the application of transformers into eight domains: land use/land cover (LULC) classification, segmentation, fusion, change detection, object detection, object recognition, registration, and others. Quantitative resul… Show more
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