Radon cumulative distribution transform subspace modeling for image classification

DOI10.1007/s10851-021-01052-0OpenAlexW3188927885MaRDI QIDQ2051558

Soheil Kolouri, Xuwang Yin, Mohammad Shifat-E-Rabbi, Abu Hasnat Mohammad Rubaiyat, Jonathan M. Nichols, Shiying Li, Gustavo K. Rohde, Akram Al-Droubi

Publication date: 24 November 2021

Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2004.03669

zbMATH Keywords

image classificationgenerative modelnearest subspaceR-CDT

Mathematics Subject Classification ID

Computer science (68-XX) Information and communication theory, circuits (94-XX)

Related Items (4)

rcdt_ns_classifier ⋮ The signed cumulative distribution transform for 1-D signal analysis and classification ⋮ Sliced optimal transport on the sphere ⋮ Partitioning signal classes using transport transforms for data analysis and machine learning

Uses Software

• Scikit
• Python
• CIFAR
• Adam
• GitHub
• PyWavelets
• iHOG
• HOGgles
• PyTransKit

Cites Work

• The cumulative distribution transform and linear pattern classification
• A linear optimal transportation framework for quantifying and visualizing variations in sets of images
• The Mathematics of Computerized Tomography
• The Radon Cumulative Distribution Transform and Its Application to Image Classification
• Parametric Signal Estimation Using the Cumulative Distribution Transform
• Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review
• Optimal Transport
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