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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
image classification
biblio
Zynq FPGA Based System Design for Video Surveillance with Sobel Edge Detection
Submitted by
aekwall
on Mon, 08/12/2019 - 8:46am
ADAS
analog composite video interface
analog CVBS
camera
Cameras
computer architecture
computer vision
Decoding
deep learning
deep video
edge detection
edge detection filter
field programmable gate arrays
FPGA
Hardware
HDMI-MIPI CSI
high speed serial interfaces
image classification
Image edge detection
image filtering
Image resolution
industrial automation
input composite video decoding
input composite video surveillance
learning (artificial intelligence)
live traffic analysis
Metrics
pubcrawl
Reconfigurability
Resiliency
Scalability
security
Sobel edge detection
Streaming media
surveillance
Surveillance systems and ARM processor
Thermal Imaging
VGA
video coding
video interface
video streaming
video surveillance
Xilinx ZC702 platfor
ZC702
Zynq FPGA based system design
Zynq-7000
biblio
A light-weight malware static visual analysis for IoT infrastructure
Submitted by
aekwall
on Mon, 06/24/2019 - 1:41pm
classification
Cloud Computing
feature extraction
Gray-scale
gray-scale image
Human behavior
hybrid global malware features
hybrid local malware features
image classification
image representation
Internet of Things
invasive software
IoT infrastructure
large-scale IoT malware
large-scale malware
light-weight malware static visual analysis
malware
Malware Analysis
malware attacks
malware family classification
malware image classification system
Metrics
microsoft windows
Microwave integrated circuits
MICS
pubcrawl
Resiliency
visualization
biblio
Malware Classification with Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
challenging malware classification datasets
CNN
computer architecture
convolution
convolutional neural networks
deep convolutional neural networks
deep learning
deep learning approach
deep learning framework
feedforward neural nets
Gray-scale
grayscale images
Human behavior
image classification
invasive software
learning (artificial intelligence)
Learning systems
machine learning
machine learning approaches
Malimg malware
malware
malware binaries
malware classification
Metrics
Microsoft malware
privacy
pubcrawl
resilience
Resiliency
Support vector machines
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
accuracy levels
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
feature extraction
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
learning (artificial intelligence)
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
privacy
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
biblio
A Cross Correlation Approach for Breaking of Text CAPTCHA
Submitted by
aekwall
on Mon, 04/01/2019 - 9:07am
security of data
Human behavior
pubcrawl
composability
standards
web services
Correlation
captchas
image segmentation
CAPTCHA
captcha images
challenge-response test
character recognition
cross correlation approach
distorted text
image classification
image denoising
Noise measurement
OCR
online web service providers
Optical character recognition software
Segmentation
text CAPTCHA
biblio
Adversarial Examples for Generative Models
Submitted by
grigby1
on Mon, 01/21/2019 - 11:38am
machine learning
pubcrawl
Human behavior
Metrics
Resiliency
Scalability
Training
Data models
learning (artificial intelligence)
adversarial example
adversarial examples
Image reconstruction
Receivers
classification-based adversaries
classifier
Decoding
deep generative models
deep learning architectures
Generative Models
image classification
Image coding
image representation
input data distribution model
neural net architecture
neural net architectures
target generative model
target generative network
vae
vae gan
VAE-GAN architecture attacks
variational techniques
Adversary Models
biblio
Transforming Photos to Comics Using Convolutional Neural Networks
Submitted by
grigby1
on Mon, 11/19/2018 - 11:29am
ART
artistic styles
comic images classification
comics
comic styles
comic stylization
content image
convolution
convolutional neural networks
dedicated comic style CNN
deep convolutional neural networks
deep learning
feature extraction
feedforward neural nets
Gatys's method
Gatys's recent work
Gray-scale
grayscale image
grayscale style image
image classification
Image color analysis
image colour analysis
Image reconstruction
image texture
learning (artificial intelligence)
Metrics
minimalist styles
Neural networks
neural style transfer
optimization
pre-trained VGG network
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
standards
style transfer
transforms photos
biblio
Incorporating Multiscale Contextual Loss for Image Style Transfer
Submitted by
grigby1
on Mon, 11/19/2018 - 11:29am
content image
convolution
convolutional neural networks
distortion
feature extraction
feedforward neural nets
Haar loss
Haar transforms
high-level CNN features
image classification
image representation
Image resolution
image style transfer
image wavelet transform
lower-level CNN features
Metrics
multiscale contextual loss
neural style transfer
optimization
optimization framework
pubcrawl
resilience
Resiliency
Scalability
semantic information
Semantics
wavelet coefficients
wavelet transform
wavelet transforms
biblio
Categorical Classification and Deletion of Spam Images on Smartphones Using Image Processing and Machine Learning
Submitted by
grigby1
on Wed, 09/12/2018 - 10:18am
machine learning
pubcrawl
privacy
Scalability
Electronic mail
learning (artificial intelligence)
social networking (online)
mobile computing
smart phones
feature extraction
Facebook
Optical character recognition software
unsolicited e-mail
Smartphones
Image Processing
Face
image classification
face recognition
classification
mobile device
categorical classification
categorical deletion
communication apps
exponential rate
Histograms
manual deletion
media exchange
spam images
whatsapp
data deletion
biblio
Binary malware image classification using machine learning with local binary pattern
Submitted by
grigby1
on Wed, 06/20/2018 - 11:56am
binary image
binary malware image classification
classification
Cyber-security
feature extraction
Human behavior
image classification
Image color analysis
image descriptors
image texture
invasive software
LBP feature
learning (artificial intelligence)
local binary pattern
machine learning
malware
malware classification
malware classification methodology
malware images
Metrics
pattern classification
privacy
pubcrawl
resilience
Resiliency
Support vector machines
Trojan horses
visualization
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