Name
Title | ||
|---|---|---|
A Metrological Framework For Hyperspectral Texture Analysis Using Relative Spectral Difference Occurrence Matrix |
Abstract | ||
|---|---|---|
A new hyperspectral texture descriptor, Relative Spectral Difference Occurrence Matrix (RSDOM) is proposed. Developed in a metrological framework, it simultaneously considers the distribution of spectra and their spatial arrangement in the hyperspectral image. It is generic and adapted for any number of spectral band or range. As validation, a texture classification scheme is applied on HyTexiLa dataset using RSDOM. The obtained accuracy is excellent (95.6%), comparable to Opponent Band Local Binary Pattern (OBLBP) but at a much-reduced feature size (0.1% of OBLBP's). |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/WHISPERS.2019.8921335 | 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS) |
Keywords | Field | DocType |
Texture,non-uniformity,hyperspectral,metrology,Kullback-Leibler divergence | Texture Descriptor,Pattern recognition,Matrix (mathematics),Local binary patterns,Metrology,Hyperspectral imaging,Spectral line,Probability distribution,Artificial intelligence,Spectral bands,Mathematics | Conference |
ISSN | ISBN | Citations |
2158-6268 | 978-1-7281-5295-0 | 0 |
PageRank | References | Authors |
0.34 | 9 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Rui Jian Chu | 1 | 0 | 0.68 |
| Noël Richard | 2 | 74 | 16.52 |
| Faouzi Ghorbel | 3 | 361 | 46.48 |
| Christine Fernandez-Maloigne | 4 | 170 | 35.22 |
| Jon Yngve Hardeberg | 5 | 365 | 59.20 |