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03/08/2021
The Weakly-Labeled Rand Index
Synthetic Aperture Sonar (SAS) surveys produce imagery with large region...
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12/31/2020
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification
In this paper, we investigate performing joint dimensionality reduction ...
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12/04/2019
Deep Morphological Hit-or-Miss Transform Neural Network
Neural networks have demonstrated breakthrough results in numerous appli...
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04/03/2019
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks
Real-time image semantic segmentation is an essential capability to enha...
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04/01/2019
Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation
Synthetic aperture sonar (SAS) imagery can generate high resolution imag...
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09/18/2018
U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification
Periodical inspection and maintenance of critical infrastructure such as...
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09/28/2017