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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image motion analysis
biblio
Facial Expression Recognition Using Spatial-Temporal Semantic Graph Network
Submitted by grigby1 on Mon, 03/29/2021 - 12:04pm
Heuristic algorithms
temporal patterns
spatial-temporal semantic graph network
Spatial Temporal Graph Convolutional Network
spatial patterns
Semantics
Resiliency
resilience
pubcrawl
Neural networks
Metrics
learning (artificial intelligence)
image motion analysis
Human behavior
Action Units
graph theory
Geometry
feature extraction
facial topology structure
facial recognition
Facial Graph Representation
facial expression recognition algorithm
facial expression recognition
face recognition
end-to-end feature learning
dynamic patterns
convolution
biblio
Human Action Recognition in Video Using DB-LSTM and ResNet
Submitted by grigby1 on Mon, 01/11/2021 - 1:01pm
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
Research on Neural Networks Integration for Object Classification in Video Analysis Systems
Submitted by grigby1 on Mon, 01/11/2021 - 12:59pm
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 - 12:59pm
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
Recognition of Visually Perceived Compositional Human Actions by Multiple Spatio-Temporal Scales Recurrent Neural Networks
Submitted by grigby1 on Mon, 10/05/2020 - 1:01pm
RGB input data
MSTRNN model aid
multiple spatio-temporal scales recurrent neural network model
multiple timescale recurrent dynamics
neural activities
pubcrawl
recurrent neural nets
recurrent neural network
Recurrent neural networks
learning (artificial intelligence)
spatio-temporal constraints
spatio-temporal information extraction
Spatiotemporal phenomena
symbol grounding
Training
visualization
visually perceived compositional human action recognition
different compositionality levels
Biological neural networks
Compositionality
conventional convolutional neural network model
convolution
Convolutional codes
convolutional neural network (CNN)
critical spatio-temporal information
deep learning model
action recognition
dynamic vision processing
feature extraction
feedforward neural nets
gesture recognition
human action datasets
image motion analysis
image representation
biblio
Image Encryption Algorithm Based on Hyper-chaotic Lorenz Map and Compressed Sensing Theory
Submitted by grigby1 on Fri, 07/24/2020 - 12:01pm
digital image encryption algorithm
Control Theory
random matrix design
multidimensional chaotic system
motion state
motion process
measurement matrix
image encryption
image compression
hyper-chaotic Lorenz map
Hadamard matrix
Hadamard matrices
encryption sequence
Cryptography
compressed sensing theory
chaotic sequence
Sparse matrices
image motion analysis
digital images
Image coding
chaos
compressed sensing
pubcrawl
security
encryption
biblio
Improving Deep Learning by Incorporating Semi-automatic Moving Object Annotation and Filtering for Vision-based Vehicle Detection*
Submitted by grigby1 on Fri, 07/03/2020 - 12:16pm
Task Analysis
Object segmentation
pubcrawl
resilience
Resiliency
road vehicles
Scalability
security monitoring systems
semiautomatic moving object annotation
semiautomatic moving object annotation method
street intersection surveillance videos
object detection
tools
traffic engineering computing
Training
Vehicle detection
video analytics applications
video frames
video signal processing
video surveillance
vision-based vehicle detection
deep learning you-only-look-once model
automatic foreground object extraction
big image data
computer vision
data augmentation
Data models
dataset construction
deep learning
deep learning models
deep learning neural networks
artifactual data
deep video
feature extraction
human-in-the-loop quick selection
image annotation
image filtering
image motion analysis
learning (artificial intelligence)
Metrics
neural nets
biblio
Automatic PTZ Camera Control Based on Deep-Q Network in Video Surveillance System
Submitted by aekwall on Mon, 04/13/2020 - 9:27am
video surveillance system
video cameras
video analysis system
surveillance area
PTZ camera control values
PTZ camera
pan-tilt-zoom camera
DQN
deep-Q network
automatic PTZ camera control method
image sensors
image motion analysis
Resiliency
video surveillance
Streaming media
object detection
Cameras
video signal processing
Mathematical model
Training
Reinforcement learning
Metrics
pubcrawl
Human behavior
biblio
Multi-domain Embedding Strategies for Video Steganography by Combining Partition Modes and Motion Vectors
Submitted by aekwall on Mon, 03/09/2020 - 10:17am
MV domain
distortion-minimization framework
embedding capacity
embedding domains
image motion analysis
MDE strategies
motion estimation
motion vectors
multidomain embedding strategies
discrete cosine transforms
partition modes
potential security risks
sequential embedding
Steganography
video steganography
Video-steganography
Security Risk Estimation
minimisation
security
Resiliency
pubcrawl
Metrics
data encapsulation
video signal processing
distortion
Human Factors
Scalability
encoding
Quantization (signal)
Binary codes
-motion-vector
-multi-domain-embedding
-partition-mode
digital video
biblio
Probing Image and Video Steganography Based On Discrete Wavelet and Discrete Cosine Transform
Submitted by grigby1 on Mon, 02/10/2020 - 10:43am
least significant bit method
visualization
video steganography
steganography detection
Steganography
secured communication
pubcrawl
privacy
object tracking
object detection
multiple object tracking algorithmic programs
Multiple Object Tracking
motion object detection
Metrics
message embedding
LSB
composability
Kalman filters
Image Steganography
image motion analysis
file transformation
error correcting codes
Embedding potency
embedding payload
DWT
discrete wavelet transforms
discrete wavelet transform
discrete cosine transforms
discrete cosine transform
DCT
data encapsulation
Conferences
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