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researcher

David A Clausi

University of Waterloo

23 papers hereh-index 4810.4k citations361 works total

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

author position
  • middle author17
  • last author6

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.CV19
  • eess.IV2
  • physics.med-ph1
  • physics.optics1
affiliations
  • University of Waterloo
Homepage

identity via Semantic Scholar / OpenAlex

activity
20152025
most citedGenerative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification

167 citations · 194 across the 16 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2021★ 12 cited

Sentinel-1 Additive Noise Removal from Cross-Polarization Extra-Wide TOPSAR with Dynamic Least-Squares

Peter Q. Lee, Linlin Xu, David A. Clausi

Sentinel-1 is a synthetic aperture radar (SAR) platform with an operational mode called extra wide (EW) that offers large regions of ocean areas to be observed. A major issue with…

eess.IV2019★ 167 cited

Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification

Zilong Zhong, Jonathan Li, David A. Clausi +1

In this paper, we address the hyperspectral image (HSI) classification task with a generative adversarial network and conditional random field (GAN-CRF) -based framework, which int…

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