convolutional neural nets

biblio

A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics

Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm

maxout function
frequency-domain analysis
discrete cosine transforms
median filters
adaptive filtering layer
AFL
batch normalization operations
classification layer
convolutional stream
discrete cosine transform domain
main frequency range
signal classification
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
Resiliency
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
learning (artificial intelligence)
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics

biblio

Forensic Similarity for Digital Images

Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm

digital images
two-part deep-learning system
three-layer neural network
similarity network
multimedia forensics
manipulation parameter
image patches
forgery detection
forensic trace
forensic similarity decision
forensic similarity approach
editing operation
digital image forensics approach
database consistency verification
convolutional neural network-based feature extractor
camera model
deep learning
Forgery
information forensics
Image forensics
Cameras
Forensics
Scalability
Resiliency
resilience
Metrics
Human behavior
pubcrawl
convolutional neural nets
feature extraction
Training
learning (artificial intelligence)

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

Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.

Submitted by grigby1 on Tue, 03/30/2021 - 11:53am

industrial facilities
Task Analysis
Scalability
Resiliency
resilience
pubcrawl
process control systems
process control
Neurons
machine learning
learning (artificial intelligence)
integrated circuits
information security
Industries
anomalies detection
industrial control systems (ICS)
industrial control system
industrial control
ICS Anomaly Detection
deep learning
Decoding
convolutional neural networks
convolutional neural nets
control engineering computing
complex problems
classification problems
autoencoders
auto-encoders

biblio

Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)

Submitted by grigby1 on Mon, 03/29/2021 - 1:05pm

feature extraction
Training data
Resiliency
resilience
pubcrawl
psychology
multiemotion facial expression dataset
Metrics
lighting
image recognition
iCV MEFED
human faces
Human behavior
FER
CNN
facial recognition
facial expression recognition
facial emotion recognition
faces
face recognition
emotion recognition datasets
emotion recognition
emotion detection
deep learning (artificial intelligence)
deep learning
Data preprocessing
convolutional neural network
convolutional neural nets

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

Real-Time Facial Emotion Recognition System With Improved Preprocessing and Feature Extraction

Submitted by grigby1 on Mon, 03/29/2021 - 1:03pm

hand gestures
Resiliency
resilience
real-time systems
real-time facial emotion recognition system
pubcrawl
pre-processing
Metrics
lighting
JAFFE
Interpersonal Communication
human-machine interaction domain
human emotion recognition
human computer interaction
human communication
Human behavior
facial recognition
gesture recognition
FER2013
feature extraction
facial landmark
Facial features
facial expressions
facial emotion
faces
face recognition
exact facial expression
emotion recognition
convolutional neural network (CNN)
convolutional neural network
convolutional neural nets
Conferences

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

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Cyber-Physical Systems Virtual Organization

Fostering collaboration among CPS professionals in academia, government, and industry

convolutional neural nets

A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics

Forensic Similarity for Digital Images

Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics

Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.

Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)

Facial Expression Recognition with Convolutional Neural Networks

Facial Emotion Recognition Using Deep Convolutional Neural Network

Real-Time Facial Emotion Recognition System With Improved Preprocessing and Feature Extraction

Deep Learning Based Facial Emotion Recognition System

Facial expression recognition based on the ensemble learning of CNNs