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researcher

Isaac D. Gerg

12 papers hereh-index 11283 citations28 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author5
  • middle author6

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.CV9
  • eess.IV2
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedWhat's Mine is Yours: Pretrained CNNs for Limited Training Sonar ATR

24 citations · 41 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

3 papers · 1 filter

cs.CV2021★ 1 cited

Iterative, Deep, and Unsupervised Synthetic Aperture Sonar Image Segmentation

Yung-Chen Sun, Isaac D. Gerg, Vishal Monga

Deep learning has not been routinely employed for semantic segmentation of seabed environment for synthetic aperture sonar (SAS) imagery due to the implicit need of abundant traini…

cs.CV2021

Real-Time, Deep Synthetic Aperture Sonar (SAS) Autofocus

Isaac D. Gerg, Vishal Monga

Synthetic aperture sonar (SAS) requires precise time-of-flight measurements of the transmitted/received waveform to produce well-focused imagery. It is not uncommon for errors in t…

eess.SP2021

GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction

Isaac D. Gerg, Daniel C. Brown, Stephen G. Wagner +4

Synthetic aperture sonar (SAS) image reconstruction, or beamforming as it is often referred to within the SAS community, comprises a class of computationally intensive algorithms f…

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