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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Image reconstruction
biblio
Neural Style Transfer for Picture with Gradient Gram Matrix Description
Submitted by aekwall on Mon, 02/01/2021 - 10:42am
neural style transfer
texture style
texture expression
texture details
stylized pictures
style loss
picture stylize
output stylized picture
muddiness
gradient gram matrix description
Gradient Gram matrix
Gradient Gram description
art style transfer
Scalability
Electrical Engineering
image texture
US Department of Defense
Predictive Metrics
Image reconstruction
automation
matrix algebra
pubcrawl
Resiliency
Runtime
Internet of Things
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 11:02am
detecting Deepfakes
Face
DeepFake
binary-classification based detection
binary-classification based methods
class-based approach
computer-generated image
data scarcity limitations
deepfakes data
deepfakes detection
deepfakes generation methods
Image reconstruction
detection performance
detects nonreal images
fake face images
image forgery method
OC-FakeDect
one-class anomaly detection problem
one-class variational autoencoder
person
sufficient fake images data
Support vector machines
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
learning (artificial intelligence)
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
biblio
Intrusion detection on robot cameras using spatio-temporal autoencoders: A self-driving car application
Submitted by grigby1 on Thu, 12/17/2020 - 12:54pm
security
resilience
Resiliency
robot cameras
Robot Operating System
robot operating systems
Robot vision systems
robust solutions
ROS
pubcrawl
security of data
self-driving cars industry
spatio-temporal autoencoders
suspicious frames
telecommunication security
Training
unsupervised anomaly detection tool
existing security breaches
camera frames
camera vulnerabilities
Cameras
car application
Decision Making
decision-making process
embedded cameras
environment discovery
Autonomous automobiles
Human behavior
Human Factors
Image reconstruction
important fields
Intrusion Detection
mobile robots
policy-based governance
biblio
Identification of Computer Displays Through Their Electromagnetic Emissions Using Support Vector Machines
Submitted by aekwall on Mon, 12/14/2020 - 11:28am
information security
Training
TEMPEST information security problem
tempest
Support vector machines
signal processing
security of data
Resiliency
pubcrawl
Predictive Metrics
pattern classification
Monitoring
matrix algebra
Kernel
computer displays
Image reconstruction
image classification
F1-score
Electromagnetics
electromagnetic emissions
display image capture
confusion matrix
Computer graphics
Antenna measurements
Artificial Intelligence
classification
composability
biblio
Enhanced Style Transfer in Real-Time with Histogram-Matched Instance Normalization
Submitted by grigby1 on Fri, 12/11/2020 - 1:55pm
neural network
trustworthy quality
texture clarity
style-swap layer
style transfer method
style transfer
style feature maps
statistical information
statistical analysis
Scalability
Resiliency
resilience
real-time systems
pubcrawl
neural style transfer
Neural networks
AdaIN layer
Metrics
impedance matching
image texture
Image reconstruction
image matching
Histograms
histogram-matched instance normalization
histogram matching
Feedforward neural networks
feedforward neural nets
feature extraction
content feature maps
Conferences
adaptive normalization layer
adaptive normalization
biblio
Development of Real-Time Style Transfer for Video System
Submitted by grigby1 on Fri, 12/11/2020 - 1:52pm
Scalability
optical flow
optical losses
perceptual loss
pubcrawl
real-time style transfer
real-time systems
relatively time-consuming
resilience
Resiliency
neural style transfer
Streaming media
style reconstruction loss
style transfer
video sequences
video signal processing
video style transfer
video stylization
video system
feed-forward CNN approach
artistic images
Artistic Style
computer machine
convolutional neural nets
convolutional neural networks
deep neural networks
defined time loss function
end-to-end system
fast style transformation
artificial system
feed-forward network
feedforward neural nets
high perceptual quality
Image reconstruction
Image resolution
Metrics
neural network
Neural networks
biblio
Image Style Transfer with Multi-target Loss for loT Applications
Submitted by aekwall on Mon, 12/07/2020 - 11:10am
fundamental problem
visualization
pre-trained deep convolutional neural network VGG19
output image
neural nets
multitarget loss
loss function
learning (artificial intelligence)
input style image
input images
Information filters
image style transfer
Image reconstruction
gradient methods
neural style transfer
Filter banks
feature map
feature extraction
context image
content style
computer vision
artistic images
arbitrary images
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Efficiency Assessment of the Steganographic Coding Method with Indirect Integration of Critical Information
Submitted by grigby1 on Fri, 09/18/2020 - 12:47pm
image media image
digital video data platform
Discrete Cosine Transformation (DCT)
discrete cosine transformation matrix
discrete cosine transforms
efficiency assessment
embedded critical data
embedded data resistance
embedded digital data
encoding embedding
image container
image fragment
digital representation
Koch methods
Lakes
quantization coefficient
steganographic coding
steganographic coding method
steganographic embedding
structural elements
transformed image
weight coefficients
Zhao methods
Image reconstruction
security
pubcrawl
resilience
Resiliency
matrix algebra
Cryptography
Containers
Metrics
Compositionality
visualization
Image coding
Comparative Analysis
Steganography
distortion
coding theory
built-in containers
code structures
container.
critical information
data extraction
digital data container
digital platform
biblio
Dealing with Correlation and Sparsity for an Effective Exploitation of the Compressive Processing in Electromagnetic Inverse Problems
Submitted by aekwall on Mon, 09/14/2020 - 11:30am
compressive processing
tomographic microwave
sensing problems
scatterers
particle swarm
Microwave antennas
first order Born approximation
electromagnetic inverse problems
effective exploitation
dielectric profiles
CP
conventional compressive sensing
compressive sensing
Compressive Processing paradigm
cyber-physical systems
Imaging
microwave imaging
inverse scattering
Inverse Problems
compressive sampling
Image reconstruction
compressed sensing
Image Processing
sensors
privacy
composability
pubcrawl
Resiliency
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
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