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Get more from your UAV Imagery
April 05, 2016
Why work with Geomatica for UAV Analysis?
• Use Geomatica to complement and
augment your UAV image analysis
– Automatically align your imagery and perform
mutli-temporal analysis
– Produce better DEMs (ingest point clouds)
– Leverage Python and automation capability
© PCI Geomatics (2016)
2
Flexible, Scalable Solutions
Desktop Remote
Sensing and
Ortho-mosaicking
Software Suite
Workflow
Automation
High Volume
Production
SCALABLE|FLEXIBLE
OPERATIONAL EFFICIENCY
© PCI Geomatics (2016)
3
Production Capabilities
More automation, fewer operators,
faster
Analysis/Research/Info Extraction
© PCI Geomatics (2016)
4
Production Capabilities
Custom Workflow Development
DEM
Extraction
Custom
Function
Calc
Volume
Create custom workflows to meet your exact
requirements
Deploy on desktops or servers
© PCI Geomatics (2016)
5
Geomatica Environments
UAV Processing & Analysis
Geomatica Environments
Geomatica offers a number of advanced processing
& analytical environments
• Focus – Viewing, analysis, research and prototyping
• OrthoEngine/Mosaic Tool – Powerful automatic mosaicking
algorithms and editing tools
• Modeler – Graphical modelling environment for creating custom
repeatable batch workflows
• Python – Creating custom workflows and solutions
© PCI Geomatics (2016)
7
Geomatica’s Focus
© PCI Geomatics (2016)
8
Geomatica’s Focus
Advanced Raster Calculator
- Quickly test custom calculations
- Supports conditioning
- Supports masks
- Ideal for research and prototyping
© PCI Geomatics (2016)
9
Geomatica’s Focus
- Over 550 algorithms
- Advanced analytical algorithms
- Advanced image processing algorithms
- Simple setup
- Ideal for final product creation
- Ideal for research and prototyping
Algorithm Librarian
© PCI Geomatics (2016)
10
Geomatica’s Focus
Advanced DEM Editing
- Advanced tools for DEM editing
- Simple to use and dynamic
- Very accurate results
- Ideal for ortho-mosaicking
- Ideal for volumetric analysis
© PCI Geomatics (2016)
11
Geomatica’s OrthoEngine/Mosaic Tool
OrthoEngine
• Powerful automatic color balancing and seamline creation
for small and large mosaics
• Intuitive and powerful editing tools for small and very large
mosaics
• Multiple-user mosaic editing for large projects
Mosaic Tool
© PCI Geomatics (2016)
12
Geomatica’s OrthoEngine/Mosaic Tool
Automatic Mosaicking Algorithms
- Advanced new color balancing algorithms
- Advanced seamline creation algorithms
© PCI Geomatics (2016)
13
Geomatica’s Modeler
- Easy to set up
- Create custom batch workflows
- Access all of Geomatica’s 550+ algorithms
- MODEL module for creating custom
processes, which can be connected to the
workflow
© PCI Geomatics (2016)
14
Geomatica’s Python API
New Stockpiles
- Use your favorite IDE (i.e. PyCharm)
- Create solutions to meet your client’s exact
needs
- Combine Geomatica functions with other
libraries (i.e. ArcGIS, OpenCV, Shapely, etc)
- Create Custom interfaces (Desktop GUIs,
Web interfaces, cloud solutions)
© PCI Geomatics (2016)
15
Advantages of Geomatica
Image Processing
Geomatica Image Processing Advantages
• Better interpolation when generating DSMs from point
clouds
• Better interactive DEM editing tools
• Automatic band co-registration
• Automatic temporal stack co-registration
• Handling of large projects
• Python and graphical modelling environments for custom
and repeatable batch workflows
© PCI Geomatics (2016)
17
Better DEM Generation
SfM DSM – Interpolated with TIN model (striping and TIN artifacts)
© PCI Geomatics (2016)
18
Better DEM Generation
Geomatica DSM – Interpolated with VDEMINT
© PCI Geomatics (2016)
19
Better DEM Generation
DIY (Do It Yourself) Recipe to generate better DEMs
Export point
cloud as .las
Setup & Run
VDEMINT
UAV Software Geomatica
Provide input .las
Set output DEM file
Set pixel resolution
© PCI Geomatics (2016)
20
Better Ortho-Images
SfM Ortho –Roof and Tree Artifacts
© PCI Geomatics (2016)
21
Better Ortho-images
Geomatica Ortho – No Roof or Tree Artifacts
© PCI Geomatics (2016)
22
Co-Registration of Bands
Automatic Band Co-registration
• Automatic control point
collection
• Quickly and accurately co-
register bands
• Effective for UAVs with
multiple cameras (RGB +
NIR)
Unregistered
© PCI Geomatics (2016)
23
Co-registration of Bands
Automatic Registration of Bands
Automatically Band Co-registration
• Automatic control point
collection
• Quickly and accurately co-
register bands
• Effective for UAVs with
multiple cameras (RGB +
NIR)
© PCI Geomatics (2016)
24
REGAUTOGCP2
PCIMOD
IIIC
FIMPORT
GENAPMODEL
MODEL2GEOREF
Co-Registration of Bands
DIY (Do It Yourself) Recipe to Co-Register Bands
Ingest and
Prepare Images
Auto GCP
Collection
Registration
© PCI Geomatics (2016)
25
Temporal Stack Co-Registration
Aug 16th, 2015 Ortho-Mosaic
• Without Co-registration
• Result is direct out of SfM
processing by third party
application
Aug 16th, 2015 Ortho-Mosaic
© PCI Geomatics (2016)
26
Temporal Stack Co-Registration
Aug 24th, 2015 Ortho-Mosaic
• Without Co-registration
• Result is direct out of SfM
processing by third party
application
© PCI Geomatics (2016)
27
Temporal Stack Co-Registration
Aug 16th, 2015 Ortho-Mosaic
• With automatic Co-registration
• Result after Geomatica
processing
© PCI Geomatics (2016)
28
Temporal Stack Co-Registration
Aug 16th, 2015 Ortho-MosaicAug 24th, 2015 Ortho-Mosaic
• With automatic Co-registration
• Result after Geomatica
processing
© PCI Geomatics (2016)
29
AUTOGCP2
Co-Registration of Bands
DIY (Do It Yourself) Recipe to Co-Register an Image Stack
Auto GCP
Collection
Registration
REG
Unregistered stack Co-registered stack
© PCI Geomatics (2016)
30
Advantages of Geomatica
UAV Analysis
Geomatica Image Analysis Advantages
• Advanced time-series analysis
• Advanced volumetric analysis
• Advanced spectral analysis
• Handling of large projects
• Information extraction
• Python and graphical modelling environments for custom
and repeatable batch workflows
© PCI Geomatics (2016)
32
Semi-Automatic Stockpile Extraction
Stop manually delineating stockpiles
© PCI Geomatics (2016)
33
Semi-Automatic Stockpile Extraction
1. Live DEM Editor
2. Change Detection
3. EXPOLRAS
© PCI Geomatics (2016)
34
Automatic Volumetric Change Detection
Fully-automatic volumetric change extraction & measurements
Create fully automatic workflows to extract and measure areas of new and removed aggregate
© PCI Geomatics (2016)
35
Automatic Volumetric Change Detection
2 Month Difference
0
change
+17m
-11m
© PCI Geomatics (2016)
36
ZeolitesZeolites
CalciteCalcite
AluniteAlunite
KaoliniteKaolinite
Illite/Illite/
MuscoviteMuscovite
BuddingtoniteBuddingtonite
UnclassifiedUnclassified
ZeolitesZeolites
CalciteCalcite
AluniteAlunite
KaoliniteKaolinite
Illite/Illite/
MuscoviteMuscovite
BuddingtoniteBuddingtonite
UnclassifiedUnclassified
Mineral Mapping
Optical Analysis
Advanced optical and spectral analysis tools
Leverage over 30 years of image analysis tools & algorithms built for remote sensing applications
Flood Mapping & Vector Analysis
Change Detection
Land-use Classification
© PCI Geomatics (2016)
37
Temporal Stack Registration & Analysis
Aug 15,
2015
RGB
© PCI Geomatics (2016)
38
Temporal Stack Registration & Analysis
Aug 15,
2015
GRVI
© PCI Geomatics (2016)
39
Temporal Stack Registration & Analysis
Aug 23,
2015
RGB
© PCI Geomatics (2016)
40
Temporal Stack Registration & Analysis
Aug 23,
2015
GRVI
© PCI Geomatics (2016)
41
Temporal Stack Registration & Analysis
Vegetation
Changes
(373 m2)
© PCI Geomatics (2016)
42
Create Custom Workflows
Create custom workflows to meet the unique requirements of
your clients
With Python, you can use Geomatics over 550 algorithms and API to offer many unique
products and meet the exact needs of your customers
© PCI Geomatics (2016)
43
Asset Management
Automatic Counting
285 Assets
96% Accuracy
© PCI Geomatics (2016)
44
UAV Alignment Metrics
UAV ALIGMENT PROJECT PROCESSING TIME
Number of ortho-mosaics in alignment
project
2 Image Preparation 10.8 mins
Size of datasets 18 GB each Automatic Point Collection 8.1 mins
Ground coverage (Hectares / Acres) 95 ha / 235 ac Alignment 10.0 mins
Input / Output GSD 1.5 cm Export 6.4 mins
PC Specs: i7-4770 3.4GHz, 24 GB RAM,
HDD
Total 35.3 mins
Fully automated workflow powered by Geomatica Python API
© PCI Geomatics (2016)
45
UAV Alignment Workflow
Quality
Assurance
SfM
Processing
(Pix4D, Agisoft,
etc)
Data
Preparation
Automatic
Point
Collection
Automatic
Alignment Export
Vegetation
Change
Detection
Volumetric
Change
Detection
Ingest Point
Cloud and
Create DSM
Asset
Counting
t1 tn
© PCI Geomatics (2016)
46
www.pcigeomatics.com
info@pcigeomatics.com
Contact PCI Geomatics
© PCI Geomatics (2016)
47

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