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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image representation
biblio
A light-weight malware static visual analysis for IoT infrastructure
Submitted by aekwall on Mon, 06/24/2019 - 1:41pm
large-scale malware
visualization
Resiliency
pubcrawl
MICS
Microwave integrated circuits
microsoft windows
Metrics
malware image classification system
malware family classification
malware attacks
Malware Analysis
malware
light-weight malware static visual analysis
classification
large-scale IoT malware
IoT infrastructure
invasive software
Internet of Things
image representation
image classification
hybrid local malware features
hybrid global malware features
Human behavior
gray-scale image
Gray-scale
feature extraction
Cloud Computing
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by grigby1 on Mon, 06/10/2019 - 1:01pm
privacy
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
learning (artificial intelligence)
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
feature extraction
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
accuracy levels
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
biblio
Adversarial Examples for Generative Models
Submitted by grigby1 on Mon, 01/21/2019 - 11:38am
learning (artificial intelligence)
variational techniques
VAE-GAN architecture attacks
vae gan
vae
Training
target generative network
target generative model
Scalability
Resiliency
Receivers
pubcrawl
neural net architectures
neural net architecture
Metrics
machine learning
adversarial example
input data distribution model
image representation
Image reconstruction
Image coding
image classification
Human behavior
Generative Models
deep learning architectures
deep generative models
Decoding
Data models
classifier
classification-based adversaries
Adversary Models
adversarial examples
biblio
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
Metrics
Training
texture cues
stylization networks
Scalability
Resiliency
resilience
pubcrawl
optimization
neural style transfer
neural nets
multimodal transfer
multimodal convolutional neural network
artistic style transfer
luminance channels
image texture
Image resolution
image representation
image colour analysis
Image color analysis
high-resolution images
hierarchical deep convolutional neural network
convolution
computer architecture
color representations
Biological neural networks
biblio
Incorporating Multiscale Contextual Loss for Image Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
Metrics
wavelet transforms
wavelet transform
wavelet coefficients
Semantics
semantic information
Scalability
Resiliency
resilience
pubcrawl
Predictive Metrics
optimization framework
optimization
neural style transfer
multiscale contextual loss
content image
lower-level CNN features
image wavelet transform
image style transfer
Image resolution
image representation
image classification
high-level CNN features
Haar transforms
Haar loss
feedforward neural nets
feature extraction
distortion
convolutional neural networks
convolution
biblio
An adaptive sparse representation model by block dictionary and swarm intelligence
Submitted by K_Hooper on Wed, 05/02/2018 - 9:38am
sparse coefficient
Least squares approximations
Linear programming
norm-regularized least squares problem
optimisation
Pattern recognition
pubcrawl
regularization parameter
scale dictionary
learning (artificial intelligence)
sparse linear combination
Sparse matrices
Sparse Representation
sparse representation framework
SR framework
SR model
Swarm Intelligence
Training
composability
Adaptation models
adaptive
adaptive sparse representation classifier
adaptive sparse representation model
artificial bee colony algorithm
ASRC
block dictionary
Classification algorithms
ABC algorithm
convergence
Dictionaries
Face
face recognition
group concentration
image classification
image representation
biblio
Compressive Sensing Based Feature Residual for Image Steganalysis Detection
Submitted by grigby1 on Tue, 05/01/2018 - 10:33am
image colour analysis
wavelet transforms
steganography detection
Steganography
steganalytic method
steganalysis
Sparse Representation
Sparse matrices
pubcrawl
privacy
Metrics
matrix algebra
image steganalysis detection
image representation
Image detection
image content feature analysis
BCS measurement matrix
grayscale image processing
GGD model
generalized Gaussian distribution model
gaussian distribution
Feature residual
feature extraction
DLWT coefficients
discrete wavelet transforms
directional lifting wavelet transform
Databases
compressive sensing based feature residual analysis
compressive sensing
compressed sensing
composability
block CS measurement matrix
biblio
Block RLS algorithm for surveillance video processing based on image sparse representation
Submitted by K_Hooper on Wed, 04/04/2018 - 8:56am
image representation
video surveillance
Transforms
Training
surveillance video processing
Surveillance video
surveillance
Scalability
Resiliency
pubcrawl
Least squares approximations
image sparse representation
background subtraction
Image reconstruction
Image Processing
Human behavior
dictionary learning
Dictionaries
computational complexity
compressed sensing system
compressed sensing
BRLS algorithm
block recursive least square algorithm
block recursive least square
biblio
CNNs with cross-correlation matching for face recognition in video surveillance using a single training sample per person
Submitted by K_Hooper on Wed, 04/04/2018 - 8:56am
image representation
video surveillance
triplet-loss optimization methods
Training
still-to-video FR systems
single training sample
Scalability
Robustness
Resiliency
pubcrawl
Pipelines
optimization
optimisation
neural nets
matrix Hadamard product
adaptive weighted cross-correlation
image matching
Human behavior
Hadamard matrices
feature extraction
face recognition systems
face recognition
Face
discriminant face representations
cross-correlation matching
correlation methods
convolution
CCM-CNN parameters
camera distributed network
biblio
Reasoning About Fine-Grained Attribute Phrases Using Reference Games
Submitted by K_Hooper on Wed, 02/28/2018 - 10:32am
listener
visualization
visual descriptions
speaker
Semantics
semantic attributes
reference games
reasoning
pubcrawl
Pragmatics
Nose
Compositionality
learning (artificial intelligence)
instances
inference mechanisms
image retrieval
image representation
Image color analysis
Games
fine-grained visual differences
fine-grained attribute phrases
computer vision
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