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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image style
biblio
On the Layer Choice of the Image Style Transfer Using Convolutional Neural Networks
Submitted by grigby1 on Fri, 12/11/2020 - 1:53pm
learning basis
VGG-19 neural network
VGG-19 network
texture transfer
texture information
stylistic learning
style transferred image
style transfer
Scalability
Resiliency
resilience
pubcrawl
neural style transfer
neural nets
middle layers
Metrics
color information
learning (artificial intelligence)
layer choice
implicit meaning
image texture
image style
image segmentation
image content
image colour analysis
higher layers
feature maps
feature extraction
edge detection
convolutional neural networks
color transfer
biblio
Colorless Video Rendering System via Generative Adversarial Networks
Submitted by grigby1 on Fri, 06/12/2020 - 11:21am
patience
image re-coloring
image style
learning (artificial intelligence)
machine learning
manual stage
Metrics
Motion pictures
neural nets
Neural networks
old documentary movies
image colour analysis
post-processing software
pubcrawl
rendering (computer graphics)
resilience
Resiliency
Scalability
self-attention GAN
traditional hand-painting techniques
Training
white film era
digital photography
ART
automatic rendering
black- film era
coloring movie frames
coloring old movies
colorless video rendering system
computer images
convolutional neural networks
current digital age
deep learning
aesthetics
Gallium nitride
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks models
generative adversarial networks principle
Generators
human culture
Image color analysis
image coloring
biblio
Real-Time Neural Style Transfer for Videos
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
temporal loss
real-time neural style transfer
real-time systems
resilience
Resiliency
Scalability
style information
stylized video frames
temporal consistency
temporal information
pubcrawl
temporally consistent stylized videos
trained network
Training
training stage
two-frame synergic training mechanism
video signal processing
video style transfer method
Videos
image texture
fast style transfer
feed-forward convolutional neural networks
feed-forward network
feedforward neural nets
hybrid loss
image colour analysis
image sequences
image style
content information
input frames
learning (artificial intelligence)
Metrics
neural nets
neural style transfer
Optical imaging
optical losses
optimization
biblio
Object-Specific Style Transfer Based on Feature Map Selection Using CNNs
Submitted by grigby1 on Mon, 11/19/2018 - 11:29am
Metrics
visualization
style transfer
Scalability
Resiliency
resilience
pubcrawl
Pattern recognition
object-specific style transfer
neural style transfer
Neural networks
neural nets
CNN
machine learning
image style
Image Processing
image content
Feature Selection
feature map selection
Dogs
convolutional neural networks
Conferences
computer vision
