3 papers
cs.CV2025
Neighborhood Feature Pooling for Remote Sensing Image Classification
Fahimeh Orvati Nia, Amirmohammad Mohammadi, Salim Al Kharsa +3
In this work, we introduce Neighborhood Feature Pooling (NFP), a novel pooling layer designed to enhance texture-aware representation learning for remote sensing image classificati…
eess.AS2025
Quantitative Measures for Passive Sonar Texture Analysis
Jarin Ritu, Alexandra Van Dine, Joshua Peeples
Passive sonar signals contain complex characteristics often arising from environmental noise, vessel machinery, and propagation effects. While convolutional neural networks (CNNs)…
cs.LG2025
Neural Edge Histogram Descriptors for Underwater Acoustic Target Recognition
Atharva Agashe, Davelle Carreiro, Alexandra Van Dine +1
Numerous maritime applications rely on the ability to recognize acoustic targets using passive sonar. While there is a growing reliance on pre-trained models for classification tas…