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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
video signal processing
biblio
Human Action Recognition in Video Using DB-LSTM and ResNet
Submitted by grigby1 on Mon, 01/11/2021 - 2:01pm
learning (artificial intelligence)
video-content-based monitoring
video signal processing
video processing
video frames
Scalability
ResNet152
Resiliency
resilience
recurrent neural nets
PyTorch
pubcrawl
object detection
Metrics
man-machine interaction
action recognition
image sequences
Image Processing
image motion analysis
human action recognition method
feature extraction
deep video
deep neural networks
deep bidirectional LSTM networks
DB-LSTM network
DB-LSTM
convolutional neural networks
convolutional neural network
convolutional neural nets
CNN architecture
biblio
IoT Based Smart Video Surveillance System Using Convolutional Neural Network
Submitted by grigby1 on Mon, 01/11/2021 - 1:59pm
Raspberry Pi
microprocessor chips
Mobile Application
mobile computing
MobileNetv2-SSDLite model
object detection
object detection model
police data processing
pubcrawl
Metrics
resilience
Resiliency
Scalability
Smart video surveillance
SMS notification
video signal processing
video surveillance
Web application
crime rate
captured video
client and server architecture
client-server systems
CNN
COCO dataset
common objects in context dataset
convolutional neural nets
convolutional neural network
camera
deep learning
deep video
fully automatic video surveillance systems
image capture
Internet of Things
IoT
IoT based smart video surveillance system
learning (artificial intelligence)
biblio
Research on Neural Networks Integration for Object Classification in Video Analysis Systems
Submitted by grigby1 on Mon, 01/11/2021 - 1:59pm
Scalability
neural networks integration
object classification
object detection
Object recognition
outdoor video surveillance cameras
pubcrawl
resilience
Resiliency
neural nets
TensorFlow
video analysis
video analysis system
video cameras
video signal processing
video surveillance
video surveillance system
convolutional neural networks
network training
network architectures
moving objects detection
Metrics
Keras integration
Keras developer-friendly environment
Keras
image sequences
image sequence
image motion analysis
image classification
false detections
direct Python script execution techniques
deep video
Deep Neural Network
biblio
Abnormal Traffic Congestion Recognition Based on Video Analysis
Submitted by grigby1 on Mon, 01/11/2021 - 1:59pm
traffic engineering computing
road traffic flow data
road vehicles
Roads
Scalability
Sudden congestion
target tracking
time 60.0 s
Traffic congestion
traffic congestion events
traffic congestion incidents
Traffic detection
road traffic
traffic police
Trajectory
urban traffic management
Vehicle detection
vehicle flow
video analysis
video monitoring
video signal processing
video surveillance
video surveillance equipment
Metrics
abnormal traffic congestion recognition
China
computer vision
daily traffic management
deep learning
deep video
feature extraction
image motion analysis
Kalman filters
learning (artificial intelligence)
abnormal road traffic events
motion state
Multi object tracking and detection
multitarget tracking
neural nets
object detection
object tracking
pubcrawl
public security
resilience
Resiliency
biblio
Deep Learning Based Video Analytics For Person Tracking
Submitted by grigby1 on Mon, 01/11/2021 - 1:58pm
surveillance cameras
pubcrawl
resilience
Resiliency
Scalability
search process
security
shirt pattern
spectacle status
police data processing
surveillance video frames
video analytics
video cameras
video frame
video log
video signal processing
video surveillance
convolutional neural network
person tracking
Pattern recognition
object tracking
neural nets
Metrics
learning (artificial intelligence)
image classification
identification marks
Gender
feature extraction
Facial features
face recognition
deep video
deep learning
criminal activity
biblio
A Comparative Analysis of Deep Learning based Super-Resolution Techniques for Thermal Videos
Submitted by grigby1 on Mon, 01/11/2021 - 1:57pm
Thermal analysis
pedestrians
poor resolution
pubcrawl
resilience
Resiliency
Scalability
SRGAN
Super resolution
super resolution techniques
super-resolution algorithms
super-resolution techniques
pedestrian database
thermal cameras
thermal frames
Thermal Imaging
thermal video dataset
thermal videos
video frame resolution
video signal processing
video streaming
video streams
Videos
Imaging
benchmark thermal datasets
Comparative Analysis
Databases
deep learning
deep neural networks
deep video
expensive optical sensors
Healthcare
Image resolution
image sequences
auto-encoder
infrared imaging
law enforcement
learning (artificial intelligence)
machine learning
Metrics
neural nets
Neural networks
object detection
optical precision
OSU color
biblio
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models
Submitted by grigby1 on Mon, 12/28/2020 - 12:48pm
particle filtering (numerical methods)
video signal processing
video sequences
video frames
video data
vehicles
Variational autoencoder
semiautonomous vehicle
security of data
Scalability
robot vision
Resiliency
resilience
pubcrawl
probability
probabilistic latent space models
Adapted Markov Jump Particle Filter
particle filtering
object detection
neural nets
multimodal architecture
mobile robots
Metrics
Markov processes
latent space information generation
Kalman filtering
image sequences
discrete inference levels
continuous inference levels
autonomous vehicles
Anomaly Detection
adaptive filtering
biblio
Development of Real-Time Style Transfer for Video System
Submitted by grigby1 on Fri, 12/11/2020 - 2:52pm
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
An improved style transfer approach for videos
Submitted by aekwall on Mon, 12/07/2020 - 12:10pm
motion estimation
Videos
video signal processing
style transfer approach
style transfer
shape deformation
Semantics
semantic segmentation
optical flow
occlusion
neural network
Motion segmentation
motion estimation methods
neural style transfer
image sequences
image segmentation
fully convolutional neural network
foreground object segmentation
feedforward neural nets
discontinuous segmentation
Coherence
background object segmentation
pubcrawl
Predictive Metrics
Resiliency
Scalability
biblio
Neural Adaptive Transport Framework for Internet-scale Interactive Media Streaming Services
Submitted by aekwall on Mon, 11/30/2020 - 12:02pm
network dynamics
CVP system
deep reinforcement learning
Internet-scale interactive media streaming services
learned resolution scaling
learning based cloud overlay routing scheme
maximal QoE
media services
minimal end-to-end latency
NAT system
COR scheme
neural adaptive transport
neural adaptive transport framework
Overlay routing
QoE improvement
residual neural network based collaborative video processing system
resolution scaling
video bitrate
Internet-scale Computing Security
telecommunication network routing
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
Metrics
neural nets
internet
Cloud Computing
video signal processing
video streaming
quality of experience
policy governance
adaptive real-time streaming
adaptive real-time streaming strategy
ARS strategy
bandwidth fluctuation
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