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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
image classification
biblio
Classification of Hyperspectral Images using Edge Preserving Filter and Nonlinear Support Vector Machine (SVM)
Submitted by aekwall on Mon, 03/01/2021 - 4:48pm
nonlinear SVM
work factor metrics
weight least square filter
Support vector machines
support vector machine
spectral bands
spectral
spatial information
spatial filter
spatial
Scalability
Resiliency
pubcrawl
denoising
nonlinear support vector machine
learning (artificial intelligence)
image classification
Hyperspectral imaging
hyperspectral image
geophysical image processing
feature extraction phase
feature extraction
factor analysis based dimensionality reduction technique
factor analysis
edge-preserving filter
edge preserving filter
biblio
Enhanced Image Edge Detection Methods for Crab Species Identification
Submitted by grigby1 on Mon, 02/08/2021 - 2:01pm
resilience
Image Segmentation Methods
Industrial applications demand Image
Laplace equations
Laplacian of Gaussian
Metrics
morphological operations
Object recognition
Otsu Segmentation
Prewitt Operator
pubcrawl
image segmentation
Resiliency
Robert Operator
Robert operators
sample images
Scalability
security
Sobel operator
Sobel operators
spurious edges
Thresholding (Imaging)
edge detection
automatic image analysis
automatic object recognition
biological applications demand Image
Canny edge detection
Communication networks
composability
conducted analysis
crab images
crab species identification
digital image processing application
aspiring research areas
edge detection operators
Enhanced Image edge detection methods
enhanced prewitt operator
enhanced robert operator
feature extraction
image classification
image data
Image edge detection
image enhancement
biblio
Training Neural Network Over Encrypted Data
Submitted by aekwall on Mon, 01/18/2021 - 11:27am
convolutional neural networks
Fuzzy Cryptography
private company policy
plain data
image permutation
image data encryption
convolutional neural network classifier
convolutional classifier
image classification
neural network
Image color analysis
Scalability
convolutional neural nets
Training
pattern classification
Metrics
pubcrawl
Resiliency
learning (artificial intelligence)
encryption
encrypted data
Cryptography
biblio
Exposing Deep Fakes Using Inconsistent Head Poses
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
stereo image processing
synthesized face region splicing
Media Forensics
inconsistent head poses
Head Pose Estimation
deepfake detection
Deep Fakes
classification method
AI-generated fake face images
3D head poses
DeepFake
SVM classifier
pose estimation
Videos
Face
Support vector machines
Three-dimensional displays
Cameras
image classification
feature extraction
face recognition
Metrics
Scalability
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Neural networks
biblio
Deepfake Video Detection through Optical Flow Based CNN
Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm
optical flow fields
Deep Fakes
extremely realistic manipulated videos
fake information
fake video sequences
forensic technique
general opinion
Integrated optics
interframe dissimilarities
multimedia contents
CNN classifiers
Optical imaging
Optical network units
Optical saturation
original video sequences
public subjects
synthetic videos
Video Forensics
visual media technology
Metrics
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Conferences
Scalability
learning (artificial intelligence)
image classification
Media
computer vision
video signal processing
optical flow
image sequences
DeepFake
AI-based technologies
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
feature-detector-descriptors
BRISK
comprehensive test
deep fake video detection
DeepFake Video
digital media forensics
false video detection
FAST
FAST algorithms
feature point extraction
DeepFake
feature-point detectors
HOG
image feature detectors
Information integrity
KAZE
ORB
support vector machine regression
SURF
SVM regression
Metrics
feature extraction
Support vector machines
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Classification algorithms
Training
image classification
Detectors
regression analysis
Image forensics
object detection
Videos
video signal processing
SVM classifier
biblio
Detecting Deepfakes with Metric Learning
Submitted by grigby1 on Fri, 01/15/2021 - 12:04pm
Scalability
learning (artificial intelligence)
metric learning approach
Metrics
MixBooth
neural texture dataset
pubcrawl
resilience
Resiliency
image texture
Snapchat
social media platforms
social networking (online)
Triplet Network
triplet network architecture
Video Forensics
work factor metrics
data compression
image classification
Human Factors
Human behavior
feature space distance
feature extraction
fake videos
FaceBlender
FaceApp
face-swapping applications
digital media content
deepfakes classification
Deepfakes
deepfake detection
DeepFake
deep learning approaches
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
detecting Deepfakes
Face
DeepFake
binary-classification based detection
binary-classification based methods
class-based approach
computer-generated image
data scarcity limitations
deepfakes data
deepfakes detection
deepfakes generation methods
Image reconstruction
detection performance
detects nonreal images
fake face images
image forgery method
OC-FakeDect
one-class anomaly detection problem
one-class variational autoencoder
person
sufficient fake images data
Support vector machines
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
learning (artificial intelligence)
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
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
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
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