SOTAVerified

Hyperspectral image analysis

Papers

Showing 1120 of 36 papers

TitleStatusHype
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature EmbeddingCode0
Measuring complex refractive index through deeplearning-enabled optical reflectometryCode0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images0
Machine learning based hyperspectral image analysis: A survey0
Matrix Cofactorization for Joint Representation Learning and Supervised Classification -- Application to Hyperspectral Image Analysis0
Red Teaming Models for Hyperspectral Image Analysis Using Explainable AI0
Segmented and Non-Segmented Stacked Denoising Autoencoder for Hyperspectral Band Reduction0
Spectral Unmixing Comparison with Sparse, Iterative and Mixed Integer Programming Models0
Tech Report: A Homogeneity-Based Multiscale Hyperspectral Image Representation for Sparse Spectral Unmixing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReflectoNetPearson correlation coefficient (PCC)0.91Unverified