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Event detection in urban areas with intelligent video surveillance: State…
Event detection in urban areas with intelligent video surveillance: State-of-the-art
Cloud vs Fog vs Edge computing
Edge Computing
Devices
Fog Computing
Data Centers
Cloud Computing
Nodes
Machine Learning Methods
Supervised Learning
Regressors
:check: Wireline log prediction
:check: Spatial interpolation
:check: Seismic inversion (whit numeric labels)
:computer:
Classifiers
:check: Automatic facies prediction from wireline logs
:computer:
:check: Seismic inversion (whit categorical labels)
Classification techniques
Unsupervised classification
Supervised classification
Classification by minimum distance
Classification by parallelepiped
Maximum likelihood classification
Context classification
Spatial context
Multitemporal classifications
,Classification by neural networks
Classification trees
Fuzzy classifiers
Unsupervised Learning
Dimensions Reducers
:check: Compressing high-dimensional data
:computer:
:check: Increasing signal-to-noise ratio in data
Clustering Methods
:check: AVO class prediction
:computer:
:check: Seismic inversion (uncaliberated)
Deep Learning
Unsupervised Pretrained Networks
:check: Seismic denoising
:check: Seismic multiple removal
:computer:
:check: Seismic migration
Recurrent Neural Networks
:check: Microseismic analysis
:check: Sedimentary process modelling
:check: Earthquake prediction
:computer:
Convolutional Neural Networks
:check: Seismic structural feature/fault detection
:computer:
:check: Automatic facies prediction from borehole imagery
Implementation of edge computing hardware for surveillance
FPGAs
GPUs
Hardware :desktop_computer: :computer: :spiral_note_pad:
CPUs