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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 2020Show all

2 papers · 1 filter

cs.CV2020

Structural Prior Driven Regularized Deep Learning for Sonar Image Classification

Isaac D. Gerg, Vishal Monga

Deep learning has been recently shown to improve performance in the domain of synthetic aperture sonar (SAS) image classification. Given the constant resolution with range of a SAS…

eess.IV2020

Deep Autofocus for Synthetic Aperture Sonar

Isaac Gerg, Vishal Monga

Synthetic aperture sonar (SAS) requires precise positional and environmental information to produce well-focused output during the image reconstruction step. However, errors in the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.