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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Hyperspectral imaging
biblio
Classification of Hyperspectral Images using Edge Preserving Filter and Nonlinear Support Vector Machine (SVM)
Submitted by aekwall on Mon, 03/01/2021 - 3:48pm
nonlinear SVM
work factor metrics
weight least square filter
Support vector machines
support vector machine
spectral bands
spectral
spatial information
spatial filter
spatial
Scalability
Resiliency
pubcrawl
denoising
nonlinear support vector machine
learning (artificial intelligence)
image classification
Hyperspectral imaging
hyperspectral image
geophysical image processing
feature extraction phase
feature extraction
factor analysis based dimensionality reduction technique
factor analysis
edge-preserving filter
edge preserving filter
biblio
High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling
Submitted by aekwall on Mon, 09/14/2020 - 11:30am
Nyquist sampling
high light throughput
high spatial resolution
high-frame-rate panchromatic video
hybrid imaging
Hyperspectral imaging
hyperspectral video
inherent structural similarity
low-frame-rate hyperspectral video
geophysical image processing
simultaneous sparsity
simultaneous spectral sparse model
Spatial resolution
spectral dimension
spectral resolution
speed hyperspectral video acquisition
temporal dimension
underlying HSHS video
image sensors
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Cameras
privacy
Image reconstruction
video signal processing
cyber-physical systems
compressive sampling
signal sampling
Imaging
4D high-speed hyperspectral videos
Apertures
band-wise video
complementary sampling
computational reconstruction
biblio
Decision Fusion Based on Joint Low Rank and Sparse Component for Hyperspectral Image Classification
Submitted by grigby1 on Fri, 07/03/2020 - 3:54pm
Hyperspectral imaging
SVM classifier
Support vector machines
Sparse matrices
Sparse and low rank matrix decomposition
rank component
pubcrawl
principal component analysis
pattern classification
Metrics
Matrix decomposition
low rank matrix decomposition
image fusion
Compositionality
hyperspectral imagery
hyperspectral image classification
hyperspectral data
feature extraction
discriminative information
DFJLRS
decomposition
decision fusion based on joint low rank and sparse component method
decision fusion
data structures
cyber physical systems
biblio
Generative Adversarial Network with Folded Spectrum for Hyperspectral Image Classification
Submitted by grigby1 on Fri, 06/12/2020 - 11:22am
image classification
spectral-based classification methods
spectral texture
Shape
Semisupervised learning
semi-supervised learning
Scalability
Resiliency
resilience
pubcrawl
original spectral vector
nonadjacent spectral bands
neural nets
Metrics
learning (artificial intelligence)
labeled dataset
2D square spectrum
Hyperspectral imaging
hyperspectral image classification
Hyperspectral classification
Generators
generative adversarial networks
generative adversarial network
Generative Adversarial Learning
FS-GAN
folded spectrum
feature matching strategy
feature extraction
fake folded spectrum
Classification algorithms
classification accuracy
abundant spectral information
biblio
Learning Spectral and Spatial Features Based on Generative Adversarial Network for Hyperspectral Image Super-Resolution
Submitted by grigby1 on Fri, 06/12/2020 - 11:22am
Resiliency
Metrics
original HSIs
pixel-wise loss
pubcrawl
remote sensing
remote sensing applications
residual network
resilience
loss function
Scalability
spatial blocks
spatial features
Spatial resolution
spectral features
Super-resolution
super-resolved results
hyperspectral image super-resolution
Generative Adversarial Learning
generative adversarial network
generative adversarial networks
Generators
geophysical image processing
HSIs spatial SR
HSIs super-resolution
HSRGAN
adversarial loss
hyperspectral imagery
Hyperspectral images
Hyperspectral imaging
image enhancement
Image resolution
image texture
learning (artificial intelligence)
biblio
Hyperspectral Image Classification Based on Generative Adversarial Networks with Feature Fusing and Dynamic Neighborhood Voting Mechanism
Submitted by grigby1 on Mon, 02/10/2020 - 10:31am
Hyperspectral imaging
SSL Trust Models
spectral-spatial classification
Semisupervised learning
semi-supervised learning (SSL)
Scalability
Resiliency
resilience
pubcrawl
multilayer features fusion
Metrics
learning (artificial intelligence)
Indian Pines dataset
image fusion
image classification
CNN spectral classifier
Hyperspectral images classification
hyperspectral image classification
Human Factors
Human behavior
HSI classification
geophysical image processing
generative adversarial networks (GAN)
generative adversarial networks
Gallium nitride
feature extraction
dynamic neighborhood voting mechanism
deep learning
convolutional neural nets
biblio
An overflow free fixed-point eigenvalue decomposition algorithm: Case study of dimensionality reduction in hyperspectral images
Submitted by grigby1 on Thu, 12/28/2017 - 12:16pm
formal methods
satisfiability-modulo-theory
range analysis
pubcrawl
overflow
Metrics
Jacobian matrices
interval arithmetic
integer bit-width allocation
Hyperspectral imaging
Affine arithmetic
fixed-point arithmetic
estimation
Eigenvalues and eigenfunctions
eigenvalue decomposition
decomposition
Covariance matrices
Compositionality
Algorithm design and analysis
