Adversarial Attack (Erosion and Dilation) Dataset for Amazon River Basin

Adversarial Attack (Erosion and Dilation) Dataset for Amazon River Basin

<p dir="ltr">This dataset comprises 1,263 high-resolution SAR image patches (512×512) from Sentinel-1 covering the Amazon River Basin, curated for water body segmentation tasks. The region was selected for its complex river networks and variability in channel structures, making it id...

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Bibliographic Details
Main Author: Siddharth Kothari (21088877) (author)
Other Authors: Srinivasan Murali (21081836) (author), Sankalp Kothari (21081842) (author), Ujjwal Verma (21081850) (author), Jaya Sreevalsan-Nair (21081847) (author)
Published: 2025
Subjects:
Computer vision
Image processing
Adversarial machine learning
Deep Learning
SAR images
Image Segmentation
UNet
Label Noise
adversarial attacks
Morphological Operations
Data poisoning
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