3 citations · 4 across the 3 of their papers we have counts for
4 papers
Image-to-Height Domain Translation for Synthetic Aperture Sonar
Dylan Stewart, Shawn Johnson, Alina Zare
Observations of seabed texture with synthetic aperture sonar are dependent upon several factors. In this work, we focus on collection geometry with respect to isotropic and anisotr…
Learnable Adaptive Cosine Estimator (LACE) for Image Classification
Joshua Peeples, Connor McCurley, Sarah Walker +2
In this work, we propose a new loss to improve feature discriminability and classification performance. Motivated by the adaptive cosine/coherence estimator (ACE), our proposed met…
RandCrowns: A Quantitative Metric for Imprecisely Labeled Tree Crown Delineation
Dylan Stewart, Alina Zare, Sergio Marconi +5
Supervised methods for object delineation in remote sensing require labeled ground-truth data. Gathering sufficient high quality ground-truth data is difficult, especially when tar…
The Weakly-Labeled Rand Index
Dylan Stewart, Anna Hampton, Alina Zare +2
Synthetic Aperture Sonar (SAS) surveys produce imagery with large regions of transition between seabed types. Due to these regions, it is difficult to label and segment the imagery…