Electronics Optics & Control, Volume. 25, Issue 8, 60(2018)

CNN Based Simulation Parameter Prediction of SAR Images

YIN Yu-lin1 and HUANG Shan1,2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    References(9)

    [2] [2] FRANCESCHETTI GMIGLIACCIO MRICCIO Det al.SARAS: a Synthetic Aperture Radar (SAR) raw signal simulator[J].IEEE Transactions on Geoscience & Remote Sensing199230(1):110-123.

    [5] [5] LECUN YBOSER BDENKER J Set al.Backpropagation applied to handwritten Zip code recognition[J].Neural Computation19891(4):541-551.

    [6] [6] KRIZHEVSKY ASUTSKEVER IHINTON G E.Image Net classification with deep convolutional neural networks[C]//Proceedings of the 25th International Conference on Neural Information Processing Systems2012:1097-1105.

    [7] [7] TAIGMAN YYANG MRANZATO Met al.DeepFace:closing the gap to human-level performance in face verification[C]//IEEE Conference on Computer Vision and Pattern Recognition2014:1701-1708.

    [8] [8] FAN H QCAO Z MJIANG Y Net al.Learning deep face representation[J].Computer Science2014arXiv:1403.2802v1[cs.CV].

    [11] [11] SIMONYAN KZISSERMAN A.Very deep convolutional networks for large-scale image recognition[J].Computer Science2014arXiv:1409.1556v6[cs.CV].

    [12] [12] GIRSHICK R.Fast R-CNN[J].Computer Science 2015arXiv:1504.08083v2[cs.CV].

    [13] [13] HONG SNOH HHAN B.Decoupled deep neural network for semi-supervised semantic segmentation[J].Computer Science2015arXiv:1506.04924v2[cs.CV].

    [16] [16] HINTON G ESRIVASTAVA NKRIZHEVSKY Aet al.Improving neural networks by preventing co-adaptation of feature detectors[J].Computer Science20123(4):212-223.

    Tools

    Get Citation

    Copy Citation Text

    YIN Yu-lin, HUANG Shan. CNN Based Simulation Parameter Prediction of SAR Images[J]. Electronics Optics & Control, 2018, 25(8): 60

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Sep. 12, 2017

    Accepted: --

    Published Online: Aug. 21, 2018

    The Author Email:

    DOI:10.3969/j.issn.1671-637x.2018.08.012

    Topics