• DOI:10.1109/TGRS.2020.3031111
Corpus ID: 219687958

SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning

@article{Sumbul2020SDRSICSD,
  title={SD-RSIC: Summarization Driven Deep Remote Sensing Image Captioning},
  author={Gencer Sumbul and S. Nayak and B. Demir},
  journal={ArXiv},
  year={2020},
  volume={abs/2006.08432}
}

Gencer Sumbul, S. Nayak, B. Demir

Published 2020

Computer Science

ArXiv

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 information deficiency while learning a mapping from image domain to language domain. To overcome this… CONTINUE READING

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