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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
image classification
biblio
A Two-Layer Moving Target Defense for Image Classification in Adversarial Environment
Submitted by grigby1 on Mon, 08/02/2021 - 3:11pm
deep learning
Training
Predictive models
machine learning
machine learning algorithms
pubcrawl
Metrics
Scalability
Perturbation methods
Image Processing
Robustness
image classification
adversarial sample
defensive technique
biblio
Morphological Filter Detector for Image Forensics Applications
Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm
image filtering
Morphology
digital image forensics
binary image compression
binary level documents
deterministic approach
feature extractor
gray level documents
grayscale image compression
mathematical morphology
image forensic identification
image manipulations
media authentication
morphological filter detection
morphological filter detector
noise removal
nonlinear image operators
trained SVM classifier
image classification
Human behavior
Metrics
resilience
Resiliency
Scalability
Support vector machines
Kernel
feature extraction
pubcrawl
Detectors
image colour analysis
Image forensics
information forensics
Image coding
data compression
Transform coding
Gray-scale
biblio
Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
pubcrawl
information forensics
learning (artificial intelligence)
Least squares approximations
least-squares solution
machine learning
median filter residual
median filtering detection
median filters
Metrics
inception module
residual block
resilience
Resiliency
Scalability
suspicious image
visual feature vector pattern
visualization
visualized feature vector patterns
window size
feature vector
CNN deep learning
CNN hybrid model
CNN net layer
CNN structure
convolution
convolutional neural nets
deep learning
extraction method
feature extraction
CNN
Filtering
Forgery
forgery image
forgery images
Human behavior
image classification
Image forensics
image forensics detection scheme
biblio
Facial Expression Recognition with Convolutional Neural Networks
Submitted by grigby1 on Mon, 03/29/2021 - 1:04pm
Facial expression recognition (FER)
Task Analysis
social communications
Resiliency
resilience
pubcrawl
pre-processing
nonverbal communication
Metrics
lighting
image classification
illumination correction
Human behavior
feature extraction
facial recognition
Artificial Intelligence
facial expression recognition
Facial Action Coding System (FACS)
face recognition
Face detection
Face
emotion recognition
convolutional neural networks (cnns)
convolutional neural networks
convolutional neural nets
computer architecture
CNN architecture
classification
Artificial Intelligence (AI)
biblio
Facial Emotion Recognition Using Deep Convolutional Neural Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:03pm
facial emotion recognition
Resiliency
resilience
recommender systems
recommendation systems
pubcrawl
Pattern recognition
Metrics
machine learning
learning (artificial intelligence)
image classification
human facial emotions
Human behavior
feedback analysis
facial recognition
face recognition
emotion recognition
deep learning algorithms
deep convolutional neural network
convolutional neural networks
convolutional neural nets
convolution
Computational modeling
classification systems
classification
Brain modeling
Artificial Intelligence
Adam
biblio
Deep Learning Based Facial Emotion Recognition System
Submitted by grigby1 on Mon, 03/29/2021 - 1:02pm
Haar library
Videos
Two dimensional displays
Training
Resiliency
resilience
pubcrawl
neural net architecture
Metrics
LeNet architecture
image segmentation
image preprocessing
image frames
image classification
Human behavior
Haar transforms
facial recognition
facial expressions
facial expression
facial emotion recognition system
face recognition
face images segmentation
emotional state recognition
emotion recognition
electroencephalography
deep learning (artificial intelligence)
deep learning
convolutional neural networks
convolutional neural network architecture
convolutional neural nets
CNN architecture
Brain modeling
biblio
Facial expression recognition based on the ensemble learning of CNNs
Submitted by grigby1 on Mon, 03/29/2021 - 1:02pm
high-performance facial recognition
Training
SVM classifier
Support vector machines
Resiliency
resilience
pubcrawl
psychology
psychological state
Metrics
learning (artificial intelligence)
image recognition
image classification
Human behavior
facial recognition
FER2013 dataset
feature extraction
facial expression recognition method
facial expression recognition
face recognition
Ensemble Learning
emotion recognition
convolutional neural networks
convolutional neural network ensemble learning
convolutional neural nets
CNN
body language
biblio
Facial Expression Recognition Based on Graph Neural Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:01pm
feature extraction
Support vector machines
Resiliency
resilience
pubcrawl
object detection
Metrics
image recognition
image classification
Human behavior
graph theory
Graph Neural Network
graph convolutional neural network
fully automatic facial expression recognition
facial recognition
facial landmark detection
facial expression recognition classification
facial expression recognition
facial expression databases
face recognition
face landmarks detection
Face
emotions
emotion recognition
Databases
convolutional neural networks
convolutional neural nets
biblio
Image Classification using Convolution Neural Network Based Hash Encoding and Particle Swarm Optimization
Submitted by aekwall on Mon, 03/29/2021 - 12:08pm
visualization
TRV
transfer values
marketing
inception model
Image analysis
high-performance image classifier models
hashing techniques
hash encoding
Intelligent vehicles
TV
hash algorithms
file organisation
sequential model
Compositionality
image retrieval
Classification algorithms
Predictive models
pubcrawl
convolution neural network
image classification
genetic algorithms
convolutional neural network
convolutional neural nets
Training
particle swarm optimization
particle swarm optimisation
deep learning
Resiliency
feature extraction
Data models
biblio
An Improved Fuzzy Min–Max Neural Network for Data Classification
Submitted by aekwall on Mon, 03/22/2021 - 1:12pm
Brain modeling
semiperimeter
pattern classification problems
k-nearest FMM
improved fuzzy min-max network
improved FMM network
IFMM network
hyperbox semiperimeter
hyperbox classifier
histopathological images
fuzzy neural nets
fuzzy min–max (FMM) neural network
fuzzy min-max network
Euclidian geometry
Enhanced fuzzy min–max (EFMM) model
Adaptation models
minimax techniques
adaptive systems
Compositionality
expandability
data classification
image classification
Biological neural networks
Artificial Neural Networks
fuzzy set theory
Training
pattern classification
pubcrawl
Resiliency
nearest neighbour methods
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