Superpixel-based graph convolutional neural network for polarimetric synthetic aperture radar image classification. [PDF]
Imani M.
europepmc +1 more source
A multi-agentic framework for real-time, autonomous freeform metasurface design. [PDF]
Lupoiu R +5 more
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Anomaly detection of hyperspectral images based on improved isolation forest algorithm. [PDF]
Li A.
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A Graph-Based Superpixel Segmentation Approach Applied to Pansharpening. [PDF]
Hallabia H.
europepmc +1 more source
SPX-GNN: An Explainable Graph Neural Network for Harnessing Long-Range Dependencies in Tuberculosis Classifications in Chest X-Ray Images. [PDF]
Pala MA, Navdar MB.
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Photobleaching-based autofluorescence mapping reveals distinct patterns in sporadic basal cell carcinoma, nevoid basal cell carcinoma syndrome-associated basal cell carcinoma and squamous cell carcinoma. [PDF]
Plorina EV +7 more
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Superpatching for Image Analysis Using Transformers and Superpixels
Transformers have revolutionized Computer Vision, offering robust performance across diverse tasks. However, their reliance on uniform pixel patching presents limitations, including computational inefficiency for larger images, suboptimal handling of ...
McCutcheon, Brannon Brannon
core
Letter to the Editor: Magnetic resonance imaging-based deep learning radiomics for preoperative risk stratification in pediatric hepatoblastoma. [PDF]
Chowdhury U +5 more
europepmc +1 more source
Dynamic-budget superpixel active learning for semantic segmentation. [PDF]
Wang Y, Stavness I.
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Deep superpixel generation and clustering for weakly supervised segmentation of brain tumors in MR images. [PDF]
Yoo JJ, Namdar K, Khalvati F.
europepmc +1 more source

