Browsing by Author "aa85a8c8-9446-4472-90bf-b6b442437b75"

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Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification

Hong, Danfeng; Wu, Xin; Ghamisi, Pedram; Chanussot, Jocelyn; Yokoya, Naoto; Zhu, Xiao Xiang (Institute of Electrical and Electronics Engineers (IEEE), 2020-06)

So far, a large number of advanced techniques have been developed to enhance and extract the spatially semantic information in hyperspectral image processing and analysis. However, locally semantic change, such as scene composition, relative position ...
Learning-Shared Cross-Modality Representation Using Multispectral-LiDAR and Hyperspectral Data

Hong, Danfeng; Chanussot, Jocelyn; Yokoya, Naoto; Kang, Jian; Zhu, Xiao Xiang (Institute of Electrical and Electronics Engineers (IEEE), 2020-08)

Due to the ever-growing diversity of the data source, multimodality feature learning has attracted more and more attention. However, most of these methods are designed by jointly learning feature representation from multimodalities that exist in both ...

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