SD-RSIC: Summarization-Driven Deep Remote Sensing Image Captioning

IEEE Transactions on Geoscience and Remote Sensing(2021)

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摘要
Deep neural networks (DNNs) have been recently found popular for image captioning problems in remote sensing (RS). Existing DNN-based approaches rely on the availability of a training set made up of a high number of RS images with their captions. However, captions of training images may contain redundant information (they can be repetitive or semantically similar to each other), resulting in infor...
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关键词
Training,Standards,Semantics,Feature extraction,Remote sensing,Neural networks,Task analysis
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