무인기를 이용한 인공지능 기술 기반의 농작물 피해 예찰 시스템

  • 발행 : 2019.01.31

초록

키워드

참고문헌

  1. http://www.auvsi.org/home
  2. http://www.syngenta.co.kr/
  3. Vincent, Pascal, et al. "Extracting and composing robust features with denoising autoencoders." Proceedings of the 25th international conference on Machine learning. ACM, 2008.
  4. Vincent, Pascal, et al. "Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion." Journal of Machine Learning Research 11.Dec (2010): 3371-3408.
  5. https://en.wikipedia.org/wiki/Wilcoxon_signed-rank_test
  6. Csurka, Gabriela, et al. "What is a good evaluation measure for semantic segmentation?" BMVC. Vol. 27. 2013.
  7. Simonyan, Karen, and Andrew Zisserman. "Very deep convolutional networks for large-scale image recognition." arXiv preprint arXiv:1409.1556 (2014).
  8. Russakovsky, Olga, et al. "lmagenet large scale visual recognition challenge." International Journal of Computer Vision 115.3 (2015): 211-252. https://doi.org/10.1007/s11263-015-0816-y
  9. Hawkins, Douglas M. "The problem of overfitting." Journal of chemical information and computer sciences 44.1 (2004): 1-12. https://doi.org/10.1021/ci0342472
  10. Srivastava, Nitish, et al. "Dropout: a simple way to prevent neural networks from overfitting." Journal of Machine Learning Research 15.1 (2014): 1929-1958.
  11. Glorot, Xavier, Antoine Bordes, and Yoshua Bengio. "Deep Sparse Rectifier Neural Networks" Aistats. Vol. 15. No. 106. 2011.