SOTAVerified

Hyperspectral image analysis

Papers

Showing 2636 of 36 papers

TitleStatusHype
HySpecNet-11k: A Large-Scale Hyperspectral Dataset for Benchmarking Learning-Based Hyperspectral Image Compression Methods0
Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images0
Machine learning based hyperspectral image analysis: A survey0
Comparison of VCA and GAEE algorithms for Endmember ExtractionCode0
A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image AnalysisCode0
Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image AnalysisCode0
Hierarchical Sparse Subspace Clustering (HESSC): An Automatic Approach for Hyperspectral Image AnalysisCode0
HyperDID: Hyperspectral Intrinsic Image Decomposition with Deep Feature EmbeddingCode0
Unsupervised Segmentation of Hyperspectral Images Using 3D Convolutional AutoencodersCode0
Measuring complex refractive index through deeplearning-enabled optical reflectometryCode0
A distribution-dependent Mumford-Shah model for unsupervised hyperspectral image segmentationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ReflectoNetPearson correlation coefficient (PCC)0.91Unverified