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Isaac D. Gerg

    • 3 Citations
    • 1 h-Index
    20102018
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    • 3 Similar Profiles
    sonar Physics & Astronomy
    synthetic apertures Physics & Astronomy
    imagery Physics & Astronomy
    Synthetic aperture sonar Engineering & Materials Science
    Neural networks Engineering & Materials Science
    Automatic target recognition Engineering & Materials Science
    neural nets Physics & Astronomy
    target recognition Physics & Astronomy

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    Research Output 2010 2018

    • 3 Citations
    • 1 h-Index
    • 5 Conference contribution
    • 1 Conference article

    Additional representations for improving synthetic aperture sonar classification using con-volutional neural networks

    Gerg, I. D. & Williams, D. P., Jan 1 2018, 4th International Conference on Synthetic Aperture Sonar and Synthetic Aperture Radar 2018. Institute of Acoustics, p. 11-22 12 p. (Proceedings of the Institute of Acoustics; vol. 40).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    synthetic apertures
    sonar

    Bridging the gap: Simultaneous fine tuning for data re-balancing

    McKay, J., Gerg, I. D. & Monga, V., Oct 31 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7062-7065 4 p. 8518664. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Synthetic aperture sonar
    Tuning
    Sampling
    Neural networks
    sonar

    Measuring human assessed complexity in synthetic aperture sonar imagery using the elo rating system

    Reinhardt, B. T., Gerg, I. D., Brown, D. & Park, J. D., Jan 1 2018, 4th International Conference on Synthetic Aperture Sonar and Synthetic Aperture Radar 2018. Institute of Acoustics, p. 227-234 8 p. (Proceedings of the Institute of Acoustics; vol. 40).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    synthetic apertures
    sonar
    ratings
    imagery

    What's mine is yours: Pretrained CNNs for limited training sonar ATR

    McKay, J., Gerg, I. D., Monga, V. & Raj, R. G., Dec 19 2017, OCEANS 2017 � Anchorage. Institute of Electrical and Electronics Engineers Inc., p. 1-7 7 p. (OCEANS 2017 - Anchorage; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Automatic target recognition
    neural nets
    target recognition
    sonar
    Sonar

    Multiband SAS imagery

    Gerg, I. D., Jan 1 2014, In : Proceedings of the Institute of Acoustics. 36, p. 146-159 14 p.

    Research output: Contribution to journal › Conference article

    SAS
    imagery