New Spectral Classification Index for Rapid Identification of Fusarium Infection in Wheat Kernel
Sign Up to like & getrecommendations! Published in 2020 at "Food Analytical Methods"
DOI: 10.1007/s12161-020-01829-w
Abstract: Fusarium-damaged kernels (FDK) contain a wide spectrum of mycotoxins, affecting the quality and safety of wheat used as food and feed. At present, traditional methods to detect FDK are time-consuming and laborious. Therefore, we propose… read more here.
Keywords: classification index; classification; wheat; spectral classification ... See more keywords
Superpixel‐guided locality preserving projection and spatial–spectral classification for hyperspectral image
Sign Up to like & getrecommendations! Published in 2024 at "Electronics Letters"
DOI: 10.1049/ell2.13293
Abstract: Locality preserving projection (LPP) is a typical feature extraction method based on spectral information for hyperspectral image (HSI) classification. Recently, to improve the classification performance, the spatial information of HSI has been applied in the… read more here.
Keywords: classification; projection; spectral classification; information ... See more keywords
Spectral classification of coupling regimes in the quantum Rabi model
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review A"
DOI: 10.1103/physreva.96.013849
Abstract: The quantum Rabi model is in the scientific spotlight due to the recent theoretical and experimental progress. Nevertheless, a full-fledged classification of its coupling regimes remains as a relevant open question. We propose a spectral… read more here.
Keywords: classification; quantum rabi; spectral classification; rabi model ... See more keywords
PCANet: A Common Solution for Laser-Induced Fluorescence Spectral Classification
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2933453
Abstract: Laser-induced fluorescence (LIF) technology is an advanced optical detection method, which has the advantages of fast, high precision and nondestructive testing, and is widely used in many fields. The general pattern recognition method for fluorescence… read more here.
Keywords: model; fluorescence spectral; spectral classification; pcanet ... See more keywords
Eigenvalue based spectral classification
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0283413
Abstract: This paper describes a new method of classification based on spectral analysis. The motivations behind developing the new model were the failures of the classical spectral cluster analysis based on combinatorial and normalized Laplacian for… read more here.
Keywords: classification; based spectral; spectral classification; eigenvalue based ... See more keywords
A Distributed Deep Learning Network Based on Data Enhancement for Few-Shot Raman Spectral Classification of Litopenaeus vannamei Pathogens
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app14062361
Abstract: Litopenaeus vannamei is a common species in aquaculture and has a high economic value. However, Litopenaeus vannamei are often invaded by pathogenic bacteria and die during the breeding process, so it is of great significance… read more here.
Keywords: classification; spectroscopy; deep learning; spectral classification ... See more keywords