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Multi-label feature selection via spectral clustering-based label enhancement and manifold distribution consistency
Multi-label feature selection can effectively improve the performance and efficiency of subsequent learning tasks by selecting important features...
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Development of hierarchical two-stage constrained spectral clustering algorithm to enhance power system distribution network resiliency under zonal attacks
The power grid is intended to deliver electric power from large, remote power generation units to end-consumers in residential, commercial, and...
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The Calculation of Spectral and Angular Distribution of Diffusely Reflected, Diffusely Transmitted, and Unscattered Fluxes of Solar Radiation in Atmospheric Layers
AbstractThe spectral and angular distributions of the intensity of diffusely reflected and transmitted solar radiation fluxes in the atmosphere,...
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Power Spectral Density
In the chapter, Power Spectral Density, the problem is the estimation of the PSD of periodic signals buried in noise. The noise signal is of infinite...
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Spectral Feature Extraction Using Pooling
Hyperspectral imagery (HSI) has a huge number of narrow and contiguous bands. This involves high computation complexity in processing and analysing...
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Optimal Color Samples for Camera Spectral Sensitivity Estimation
This study investigated the optimal color samples for camera spectral sensitivity estimation. Principal component analysis (PCA) was performed on a...
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Weighted spectral correlation angle target detection method for land-based hyperspectral imaging
In land-based spectral imaging, the spectra of ground objects are inevitably affected by the imaging conditions (weather conditions, atmospheric...
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RGB Laser-Illuminated Spectral Imaging: Applications in Dermatology and Endoscopy
Spectral imaging – acquisition of images at specific spectral intervals - is a powerful tool for optical diagnostics, providing objective...
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Spectral Imaging in Photon-Counting CT with Data Acquired in Interleaved/Gapped Spectral Channels
Enormous effort has been invested in the research and development of spectral CT implemented via x-ray detection based on both energy integration [1,...
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Quantum Key Distribution System with Double Orthogonal Spectral Polarization and Frequency Coding
AbstractA new structure of a quantum key distribution system with double orthogonal spectral polarization and frequency coding based on the tandem...
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Bioinspired in-sensor spectral adaptation for perceiving spectrally distinctive features
In challenging lighting conditions, machine vision often yields low-quality results. In situations where particular spectral signatures carry...
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Spectral Method of Analysis and Complex Processing of Video Information from Multi-Zone Images
The problem of increasing the efficiency of monitoring of low-contrast objects under conditions of a priori uncertainty of the interference-signal...
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Snapshot depth–spectral imaging based on image map** and light field
Depth–spectral imaging (DSI) is an emerging technology which can obtain and reconstruct the spatial, spectral and depth information of a scene...
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Implementing GANs for Image Generation and Spectral Normalization
The main aim of generative adversarial networks (GAN) and other machines when doing spectral image normalization is to have the images match...
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Camera Spectral Sensitivity Estimation Based on a Display
In this study, the spectral sensitivities of a camera were estimated by capturing the colour patches presented on a display. Two different patterns...
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Clustering graph data: the roadmap to spectral techniques
Graph data models enable efficient storage, visualization, and analysis of highly interlinked data, by providing the benefits of horizontal...
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Spectral Energy Cascade of Forced Shock Waves in the Presence of Species Inhomogeneity
We investigate the interaction of two-dimensional forced shock waves with species inhomogeneity of a circular geometry (bubble) using direct...
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Estimation of place of articulation of fricatives from spectral features
An investigation is carried out for speaker-independent acoustic-to-articulatory map** for fricative utterances using simultaneously acquired...
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Research on Strain Modulation of Spectral Reflectance in Soft Materials
BackgroundStrain on soft materials plays a fundamental role in understanding the mechanical behavior of engineering soft machines and devices....
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Defending Adversarial Attacks Against ASV Systems Using Spectral Masking
Automatic speaker verification (ASV) is the task of authenticating the claimed identity of a speaker from his/her voice characteristics. Despite the...
