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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
object detection
biblio
Abnormal Item Detection Based on Time Window Merging for Recommender Systems
Submitted by
grigby1
on Tue, 10/15/2019 - 1:41pm
abnormal item detection
abnormal item detection method
ATIAR
average time interval of abnormal rating
Big Data
CFRS
collaborative filtering
collaborative filtering recommendation system
computational cost
Conferences
DAR
data privacy
deviation of time interval of abnormal rating
distribution characteristics
DTIAR
false user profile recognition
Handheld computers
high detection rate
Human Factors
low false alarm rate
MovieLens
object detection
partition rating time series
pubcrawl
rating distribution characteristics RAR
ratio of abnormal rating
recommender systems
resilience
Resiliency
Scalability
security
security of data
shilling attacks
suspicious intervals
time overhead
time series
time window merging
biblio
YOLO Approach in Digital Object Definition in Military Systems
Submitted by
aekwall
on Mon, 08/12/2019 - 8:46am
Big Data
Cameras
cyber terrorism
deep learning
deep video
digital object definition
distributed cross-camera surveillance systems
human tracking
indoor monitoring applications
information acquisition
Metrics
military applications
military computing
military systems
multimedia content-based indexing
object detection
object tracking
outdoor monitoring applications
Pattern recognition
pubcrawl
real-time generation detection
Resiliency
Scalability
surveillance
traffic monitoring
two-dimensional videos
video processing
video surveillance
Videos
visual surveillance
YOLO approach
biblio
Intelligent monitoring of indoor surveillance video based on deep learning
Submitted by
aekwall
on Mon, 08/12/2019 - 8:46am
Cameras
convolutional neural nets
deep learning
deep learning methods
deep video
fine-tuning network
high-quality segmentation mask
image retrieval
image segmentation
indoor surveillance video
information technology
Instance Segmentation
intelligent monitoring
intelligent video analytics technology
learning (artificial intelligence)
Mask R-CNN
Metrics
object detection
pose estimation
protection system
pubcrawl
recurrent neural nets
Resiliency
Scalability
Semantics
smart monitoring system
storage management
Streaming media
surveillance
surveillance cameras
Surveillance video
Training
video image
video signal processing
video surveillance
video surveillance system
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
accuracy levels
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
feature extraction
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
learning (artificial intelligence)
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
privacy
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
biblio
Drone Detection and Identification System Using Artificial Intelligence
Submitted by
grigby1
on Fri, 02/08/2019 - 3:14pm
approaching drone
Artificial Intelligence
artificial intelligence security
autonomous aerial vehicles
camera images
Cameras
classifier
composability
comprehensive drone detection system
control engineering computing
deep learning
detection
Detectors
drone identification system
drone imagery
drone industry
drones
feature extraction
Human behavior
Image Processing
learning (artificial intelligence)
machine learning
Metrics
object detection
OpenCV library
pubcrawl
Resiliency
robot vision
surveillance
biblio
Mixed Gaussian Model Based Video Foreground Object Detection
Submitted by
grigby1
on Thu, 01/31/2019 - 11:25am
Human behavior
Metrics
Mixed Gaussian model
object detection
Object separation
pubcrawl
Resiliency
video surveillance
biblio
Machine Learning Based Human Activity Detection in a Privacy-Aware Compliance Tracking System
Submitted by
grigby1
on Wed, 11/14/2018 - 12:18pm
Back
back-bending activities detection
body mechanics
data acquisition
data privacy
expert rules
expert systems
field data acquisition
high-level bending activities
human activity detection
Human activity prediction
Human Factors
human skeleton data
Injuries
learning (artificial intelligence)
lifting-pulling tasks
local nursing home
machine learning
machine learning techniques
Microsoft Kinect
neural network
nursing staffs baseline
object detection
PACTS
patient care
privacy
privacy-aware compliance tracking system
pubcrawl
real-time systems
Scalability
Skeleton
Support vector machines
file
Physical Adversarial Examples for Image Classifiers and Object Detectors
Submitted by
akarns
on Thu, 09/27/2018 - 8:35am. Contributor:
Ivan Evtimov
BIO
Adversarial Machine Learning
object detection
road signs
classifiers
adversarial examples
Poster
Posters
biblio
An evaluation of region based object detection strategies within X-ray baggage security imagery
Submitted by
grigby1
on Thu, 06/07/2018 - 2:03pm
class firearm detection problem
cluttered X-ray security imagery
collaboration
convolution
cyber physical systems
deep learning
Faster Region-based CNN
feature extraction
first-stage region proposal
Fully Convolutional Networks
image classification
ImageNet dataset
learning (artificial intelligence)
Metrics
microsoft windows
neural nets
neural networks security
object class X-ray detection problem
object detection
object localization strategies
Policy
policy-based governance
Policy-Governed Secure Collaboration
Proposals
pubcrawl
R-CNN/R-FCN variants
region based object detection
resilience
Resiliency
ResNet-101
security
sliding window driven CNN approach
SWCNN
Task Analysis
transfer learning
VGG16
Weapons
X-ray baggage security
X-ray baggage security imagery
X-ray imaging
biblio
Incremental knowledge acquisition and self-learning for autonomous video surveillance
Submitted by
K_Hooper
on Wed, 04/04/2018 - 8:56am
action recognition
Anomaly Detection
autonomous video surveillance
benchmark video dataset
Change detection
Clustering algorithms
cognition
event detection
feature extraction
hazard detection
Hazards
Heuristic algorithms
Human behavior
imperative security
incremental knowledge acquisition
incremental learning
incremental machine learning
Industry 4.0
industry/smart factory settings
intelligent high-level video analysis
Intelligent Video Analysis
knowledge acquisition
object detection
pubcrawl
Resiliency
safety purpose
Scalability
self-learning
Self-Organizing Maps
standard machine learning pipelines
unlabeled video streams
Unsupervised Learning
unsupervised machine learning
video feed
video frame
video signal processing
video stream
video streaming
video surveillance
video surveillance systems
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