Isaac D. Gerg

Research Assistant, Applied Research Laboratory (ARL)

5 Citations
2 h-Index

If you made any changes in Pure, your changes will be visible here soon.

Fingerprint Dive into the research topics where Isaac D. Gerg is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2010 2018

5 Citations
2 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