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cs.CV2025
An Efficient Remote Sensing Super Resolution Method Exploring Diffusion Priors and Multi-Modal Constraints for Crop Type Mapping
Songxi Yang, Tang Sui, Qunying Huang
Super resolution offers a way to harness medium even lowresolution but historically valuable remote sensing image archives. Generative models, especially diffusion models, have rec…
cs.CV2025
SpecSwin3D: Generating Hyperspectral Imagery from Multispectral Data via Transformer Networks
Tang Sui, Songxi Yang, Qunying Huang
Multispectral and hyperspectral imagery are widely used in agriculture, environmental monitoring, and urban planning due to their complementary spatial and spectral characteristics…
cs.CV2023★ 1 cited
Learning county from pixels: corn yield prediction with attention-weighted multiple instance learning
Xiaoyu Wang, Yuchi Ma, Qunying Huang +2
Remote sensing technology has become a promising tool in yield prediction. Most prior work employs satellite imagery for county-level corn yield prediction by spatially aggregating…