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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image classification
biblio
Transforming Photos to Comics Using Convolutional Neural Networks
Submitted by grigby1 on Mon, 11/19/2018 - 12:29pm
optimization
Image color analysis
image colour analysis
Image reconstruction
image texture
learning (artificial intelligence)
Metrics
minimalist styles
Neural networks
neural style transfer
image classification
pre-trained VGG network
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
standards
style transfer
transforms photos
deep convolutional neural networks
artistic styles
comic images classification
comic styles
comic stylization
comics
content image
convolution
convolutional neural networks
dedicated comic style CNN
ART
deep learning
feature extraction
feedforward neural nets
Gatys's method
Gatys's recent work
Gray-scale
grayscale image
grayscale style image
biblio
Incorporating Multiscale Contextual Loss for Image Style Transfer
Submitted by grigby1 on Mon, 11/19/2018 - 12:29pm
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
Categorical Classification and Deletion of Spam Images on Smartphones Using Image Processing and Machine Learning
Submitted by grigby1 on Wed, 09/12/2018 - 11:18am
machine learning
whatsapp
unsolicited e-mail
spam images
social networking (online)
Smartphones
smart phones
Scalability
pubcrawl
privacy
Optical character recognition software
mobile device
mobile computing
media exchange
manual deletion
categorical classification
learning (artificial intelligence)
Image Processing
image classification
Histograms
feature extraction
Facebook
face recognition
Face
exponential rate
Electronic mail
data deletion
communication apps
classification
categorical deletion
biblio
Binary malware image classification using machine learning with local binary pattern
Submitted by grigby1 on Wed, 06/20/2018 - 12:56pm
machine learning
visualization
Trojan horses
Support vector machines
Resiliency
resilience
pubcrawl
privacy
pattern classification
Metrics
malware images
malware classification methodology
malware classification
malware
binary image
local binary pattern
learning (artificial intelligence)
LBP feature
invasive software
image texture
image descriptors
Image color analysis
image classification
Human behavior
feature extraction
Cyber-security
classification
binary malware image classification
biblio
EntropyVis: Malware classification
Submitted by grigby1 on Wed, 06/20/2018 - 12:55pm
malicious Windows Portable Executable files
visualization analysis
visualization
Resiliency
resilience
pubcrawl
privacy
nearest neighbour methods
Metrics
malware writers
malware variants
malware similarity
malware features
malware classification
malware
Brightness
local entropy images
kNN algorithm
k-Nearest Neighbor classification algorithm
Jaccard index
invasive software
image classification
Human behavior
Generators
feature extraction
EntropyVis
entropy pixel images
Entropy
Data visualization
data visualisation
biblio
An evaluation of region based object detection strategies within X-ray baggage security imagery
Submitted by grigby1 on Thu, 06/07/2018 - 3:03pm
security
policy-based governance
Policy-Governed Secure Collaboration
Proposals
pubcrawl
R-CNN/R-FCN variants
region based object detection
resilience
Resiliency
ResNet-101
Policy
sliding window driven CNN approach
SWCNN
Task Analysis
transfer learning
VGG16
Weapons
X-ray baggage security
X-ray baggage security imagery
X-ray imaging
image classification
cluttered X-ray security imagery
collaboration
convolution
cyber physical systems
deep learning
Faster Region-based CNN
feature extraction
first-stage region proposal
Fully Convolutional Networks
class firearm detection problem
ImageNet dataset
learning (artificial intelligence)
Metrics
microsoft windows
neural nets
neural networks security
object class X-ray detection problem
object detection
object localization strategies
biblio
An adaptive sparse representation model by block dictionary and swarm intelligence
Submitted by K_Hooper on Wed, 05/02/2018 - 10:38am
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
Sample-Based Regularization for Support Vector Machine Classification
Submitted by grigby1 on Tue, 05/01/2018 - 11:38am
regularization scheme
training sample selection
training sample level
Training data
Training
SVM
Support vector machines
support vector machine classification
support vector machine
selected training data
sample-based regularization
Resiliency
resilience
composability
Regularization
pubcrawl
optimization
Metrics
maximum margin-based classification
linear combination
kernel methods
Kernel
image classification
human action recognition tasks
Fasteners
Dropout
biblio
Human Detection and Tracking for Video Surveillance: A Cognitive Science Approach
Submitted by K_Hooper on Wed, 04/04/2018 - 9:56am
image classification
visualization
visual saliency
video surveillance
video sequences
Support vector machines
Scalability
saliency prediction model
Resiliency
pubcrawl
Prediction algorithms
positively detected windows
object detection
k-means algorith
Clustering algorithms
human tracking
human resources
human detection
human being detection
Human behavior
HOG feature vectors
histograms of oriented gradients
feature extraction
deep multilevel network
computer vision algorithms
computer vision
Computational modeling
cognitive science approach
biblio
Large-scale Affective Content Analysis: Combining Media Content Features and Facial Reactions
Submitted by grigby1 on Tue, 01/23/2018 - 4:02pm
large-scale affective content analysis
visualization
Videos
tagging
Software
sentiment analysis
Resiliency
pubcrawl
multimodal fusion model
media content features
media clips
Media
AU-2
image classification
feature extraction
facial responses
facial reactions
face recognition
encoding
deep visual-sentiment descriptors
content management
composability
Automated Response Actions
automated facial action measurements
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