Removing Stripe Noise From Infrared Cloud Images via Deep Convolutional Networks
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Photonics Journal"
DOI: 10.1109/jphot.2018.2854303
Abstract: We propose a new deep network architecture for removing a stripe noise from a single meteorological satellite infrared cloud image. In the proposed framework, a residual learning is utilized to directly reduce the mapping range… read more here.
Keywords: cloud images; noise infrared; stripe noise; removing stripe ... See more keywords
Cloud-Type Classification Using Multimodal Integration Transformer Based on Cloud Images and Millimeter-Wave Cloud Radar Observations
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2025.3610386
Abstract: The existing methods fail to simultaneously utilize the appearance information and the internal structure of clouds for cloud-type classification, resulting in incomplete cloud representation. In this article, we exploit cloud images and millimeter-wave cloud radar… read more here.
Keywords: type classification; images millimeter; transformer; cloud images ... See more keywords