Articles with "hierarchical transformer" as a keyword



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Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer

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Published in 2022 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2022.3207933

Abstract: Hyperspectral image (HSI) classification is a critical task with numerous applications in the field of remote sensing. Although convolutional neural networks have achieved remarkable success in computer vision, they are still limited in the ability… read more here.

Keywords: hierarchical transformer; group aware; classification; hsi classification ... See more keywords
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Object Detection in Medical Images Based on Hierarchical Transformer and Mask Mechanism

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Published in 2022 at "Computational Intelligence and Neuroscience"

DOI: 10.1155/2022/5863782

Abstract: The object detection task in the medical field is challenging in terms of classification and regression. Due to its crucial applications in computer-aided diagnosis and computer-aided detection techniques, an increasing number of researchers are transferring… read more here.

Keywords: objects detected; hierarchical transformer; medical images; detection ... See more keywords