SlideShare a Scribd company logo
Imaging beyond the visible An Overview of Short-Wave Infrared (SWIR) Technology for Machine Vision 
Paul Maria Zalewski, Business Development Manager5thNovember 2014, Stuttgart
Contents 
Short-wave Infrared Technology 
Differences between SWIR and CCD/CMOS cameras 
Industrial Applications & Benefits of Short-wave Infrared 
- 
Semiconductor 
- 
Photovoltaics 
- 
Glass Industry 
- 
Plastic Sorting with Hyperspectral Imaging 
Conclusion 
2 Imaging beyond the visible | 05/11/2014 |
What is Short-wave Infrared? 
3 
SWIR 
900-2500nm 
Visible 
400-750nm 
NIR 
750-1000nm 
2,500 
400 
750 
1,700 
900 
1,000 
Wavelength [nm] 
CCD/CMOS 
NIR Enhanced CCD/CMOS 
Standard InGaAs 
2,200 
Extended InGaAs 
Imaging beyond the visible | 05/11/2014 |
What differs a SWIR camera from a classic Machine Vision camera? 
4 
Cooling Capability 
Due to the higher Dark Current of 
InGaAs sensors, cooling is necessary 
InGaAs Detector 
Sensitivity 
between900 and 1,700 nm 
High complexity level in the production process 
Defect pixels on every sensor 
Non-uniform pixel behavior 
Higher dark current than CCD, CMOS 
More Intelligence 
Advanced image correction features 
Non 
-uniformity correction (NUC) 
Defect 
Pixel Correction 
Background 
Correction 
3 
2 
1 
Imaging beyond the visible | 05/11/2014 |
Basic Structure of a SWIR Camera 
5 
InGaAs 
Sensor 
Optics 
& 
Filters 
Sensor Cooling 
Intelligence & Electronics 
Interface 
& 
I/O Control 
Imaging beyond the visible | 05/11/2014 |
Effect on the Image Quality with Cooling and more Intelligence 
6 
Sensor Temp. +40°C 
100ms Exposure Time 
1 
ApplyCooling 
Sensor Temp. -5°C 
2 
IncreaseExposureTime 
800ms 
3 
ApplyIntelligenceNon-UniformityCorrection(NUC) 
4 
ApplymoreIntelligenceDefectPixel Correction 
5 
Imaging beyond the visible | 05/11/2014 |
A Selection of SWIR Applications 
7 
Industrial Machine Vision 
 
Semiconductor 
Photovoltaics 
Chemical (gas, plastic, foil) 
Pharmaceutical 
Glass Production 
Agriculture 
Food 
Scientific & Medical 
Optical CoherenceTomography 
Microscopy 
Hyperspectral Imaging 
Laserbeam Profiling 
Airborne Remote Sensing 
Art Inspection 
Security & Traffic 
 
Surveillance 
 
Vision Enhancement 
 
NightVision 
 
Homeland Security 
Imaging beyond the visible | 05/11/2014 |
Semiconductor Industry 
Applications 
Silicon Crystal & Ingot Inspection 
Wafer Inspection 
Wafer Level Packaging 
3D 
-IC Defect Inspection with Infrared Microscopy 
Photon Emission Microscopy 
Photovoltaics 
8 Imaging beyond the visible | 05/11/2014 |
What makes SWIR so special for Semiconductor Inspection? 
Silicon gets transparent at wavelengths above 1,100 nm 
SWIR has a great sensitivity at 1,000 nm 
InGaAs 
CameraQE of ≈ 76%at 1,000 nm 
CCD/CMOS 
NIR Enhanced CameraQE of ≈ 3% at 1,000 nm 
The higher the thickness of the wafer (≈ >20μm), the more reasonable is an InGaAs camera 
9 
76% 
3% 
Imaging beyond the visible | 05/11/2014 |
Luminescence imaging helps to identify non-uniformities in the silicon wafer or solar cell by forcing it to emit light: 
Electroluminescence (EL) 
Photoluminescence (PL) 
Some emission effects to 
characterize photovoltaics 
intermediates are only 
visible in SWIR … 
… or partially with CCD/CMOS, 
but with extreme long exposure times(Seconds instead of Milliseconds) 
Thinfilm 
basedsolar cellsshowothereffects 
- 
e.g. Copper Indium Diselenide(CIS) at a wavelength of 1,330 nm 
What makes SWIR so special for Photovoltaics Inspection? 
10 Imaging beyond the visible | 05/11/2014 |
Glass Production 
Hot-End Glass Inspection 
Monitoring of 
glasstemperatureuniformitiesand coolingrate 
Interior and exterior 
inspection 
Improvement 
of yield and quality 
11 Imaging beyond the visible | 05/11/2014 |
What makes SWIR so special for Hot-End Glass Inspection? 
Typical: Temperature Measurement between 250°C to 800°C 
Based on the Planck’s radiation law 
Extended Temperature Measurements possible 
SWIR cameras can image through glass 
12 
Reference temps: 
White hot steel ~1200 
°C 
Melting point of aluminum 660 
°C 
Water boils at 100 
°C 
Uncooled camera at 38 °C 
Human body at 37 °C, radiates at 
~ 10μm 
Water freezes at 0 °C 
Imaging beyond the visible | 05/11/2014 |
Hyperspectral Imaging (HSI) 
HSI combines digital imaging with spectroscopy to obtain detailed information across multiple ranges of the electromagnetic spectrum 
Applications: 
Recycling & Plastic Sorting 
Geology & Mineral Inspection 
Pharmaceutical Quality Control 
Food & Agriculture 
Medical e.g. Disease Diagnosis 
13 Imaging beyond the visible | 05/11/2014 |
What makes SWIR so special for Hyperspectral Imaging? 
Eachinorganicmaterialhasadifferentchemicalcompositionandcrystallinestructureresultinginanuniquespectralresponsecorrespondingtoitsspecificlightabsorptioncharacteristics 
Illustration 
shows the unique information content of five different sorts of plastic starting with 1,000 nm 
In general, 
the higher the wavelength in the application, the higher the spectral information content 
- 
400 nm to 1,000 nm (basic information) 
- 
900 nm to 2,500 nm (extended or unique information) 
14 
Source: Middleton Research 
Imaging beyond the visible | 05/11/2014 |
Conclusion 
15 
There are basically three technical differences between SWIR 
and CCD/CMOS cameras 
Photon detector material (InGaAs vs. Si) 
Cooling capabilities needed to reduce noise 
More Intelligence: Advanced image correction features 
Take SWIR into consideration and explore your application with new eyes! 
SWIR cameras offer new physical effects in the Short-wave Infrared spectrum 
SWIR helps you to improve the yield in terms of quality, as well as productivity 
Detect defects more accurately and much faster 
Extraordinary reduction of exposure times 
Imaging beyond the visible | 05/11/2014 |
Thank you very much! 
16 
Paul Maria Zalewski 
Business Development Manager 
– Infrared & Scientific – 
paul.zalewski@alliedvision.com 
Allied Vision 
www.alliedvision.com 
Imaging beyond the visible | 05/11/2014 |

More Related Content

What's hot

Yag laser
Yag laserYag laser
Yag laser
Hamed Azhar
 
CENTRAL SEROUS CHORIOETINOPATHY
CENTRAL SEROUS CHORIOETINOPATHYCENTRAL SEROUS CHORIOETINOPATHY
CENTRAL SEROUS CHORIOETINOPATHY
Sivateja Challa
 
Available options for keratoconus management
Available options for keratoconus managementAvailable options for keratoconus management
Available options for keratoconus management
Amr Mounir
 
Fatima refractive surgery lecture
Fatima refractive surgery lectureFatima refractive surgery lecture
Fatima refractive surgery lecturespecialclass
 
Step by step IRIS clip
Step by step IRIS clipStep by step IRIS clip
Step by step IRIS clip
Laxmi Eye Institute
 
Study of semiconductor with positron
Study of semiconductor with positronStudy of semiconductor with positron
Study of semiconductor with positron
Manoranjan Ghosh
 
Perovskite Solar Cells
Perovskite Solar CellsPerovskite Solar Cells
Perovskite Solar Cells
University of Michigan
 
Perovskite solar cells
Perovskite solar cellsPerovskite solar cells
Perovskite solar cells
hadi maghsoudi
 
Epitaxy growth
Epitaxy growthEpitaxy growth
Epitaxy growth
Rutuja Solkar
 
X-ray lithography
X-ray lithographyX-ray lithography
X-ray lithography
KumarShivam74
 
Chapter 4b
Chapter 4bChapter 4b
Chapter 4b
Gabriel O'Brien
 
Synthesis and characterisation of k doped zno 1
Synthesis and characterisation of k doped zno 1Synthesis and characterisation of k doped zno 1
Synthesis and characterisation of k doped zno 1Jeslin Mattam
 
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
Preeti Choudhary
 
Confocal microscopy
Confocal microscopyConfocal microscopy
Confocal microscopy
Noor Munirah Aab
 
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
Yole Developpement
 
17 corneal dystrophies
17 corneal dystrophies17 corneal dystrophies
17 corneal dystrophies
Mohamad Jeffrey Ismail
 
Projection photolithography
Projection photolithographyProjection photolithography
Projection photolithography
ZUNAIR ARSLAN
 
Invisible excitons in hexagonal Boron Nitride
Invisible excitons  in hexagonal Boron NitrideInvisible excitons  in hexagonal Boron Nitride
Invisible excitons in hexagonal Boron Nitride
Claudio Attaccalite
 
Civan over view
Civan over viewCivan over view
Civan over view
yaellasry
 

What's hot (20)

Yag laser
Yag laserYag laser
Yag laser
 
CENTRAL SEROUS CHORIOETINOPATHY
CENTRAL SEROUS CHORIOETINOPATHYCENTRAL SEROUS CHORIOETINOPATHY
CENTRAL SEROUS CHORIOETINOPATHY
 
Available options for keratoconus management
Available options for keratoconus managementAvailable options for keratoconus management
Available options for keratoconus management
 
Fatima refractive surgery lecture
Fatima refractive surgery lectureFatima refractive surgery lecture
Fatima refractive surgery lecture
 
Step by step IRIS clip
Step by step IRIS clipStep by step IRIS clip
Step by step IRIS clip
 
Study of semiconductor with positron
Study of semiconductor with positronStudy of semiconductor with positron
Study of semiconductor with positron
 
Perovskite Solar Cells
Perovskite Solar CellsPerovskite Solar Cells
Perovskite Solar Cells
 
Perovskite solar cells
Perovskite solar cellsPerovskite solar cells
Perovskite solar cells
 
Epitaxy growth
Epitaxy growthEpitaxy growth
Epitaxy growth
 
X-ray lithography
X-ray lithographyX-ray lithography
X-ray lithography
 
Chapter 4b
Chapter 4bChapter 4b
Chapter 4b
 
Synthesis and characterisation of k doped zno 1
Synthesis and characterisation of k doped zno 1Synthesis and characterisation of k doped zno 1
Synthesis and characterisation of k doped zno 1
 
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
ITO (indium tin Oxide) & FTO (fluorine doped tin oxide )
 
Confocal microscopy
Confocal microscopyConfocal microscopy
Confocal microscopy
 
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
LiDARs for Automotive and Industrial Applications 2018 Report by Yole Develop...
 
Photonic Crystals
Photonic CrystalsPhotonic Crystals
Photonic Crystals
 
17 corneal dystrophies
17 corneal dystrophies17 corneal dystrophies
17 corneal dystrophies
 
Projection photolithography
Projection photolithographyProjection photolithography
Projection photolithography
 
Invisible excitons in hexagonal Boron Nitride
Invisible excitons  in hexagonal Boron NitrideInvisible excitons  in hexagonal Boron Nitride
Invisible excitons in hexagonal Boron Nitride
 
Civan over view
Civan over viewCivan over view
Civan over view
 

Viewers also liked

H2020 SME Instrument
H2020 SME InstrumentH2020 SME Instrument
H2020 SME Instrument
Leonardo ENERGY
 
electrochemiluminescence by Dr. Anurag Yadav
electrochemiluminescence by Dr. Anurag Yadavelectrochemiluminescence by Dr. Anurag Yadav
electrochemiluminescence by Dr. Anurag Yadav
Dr Anurag Yadav
 
Sterility test and modern microbiological methods
Sterility test and modern microbiological methodsSterility test and modern microbiological methods
Sterility test and modern microbiological methodsMohammed Fawzy
 
Chemiluminescence
ChemiluminescenceChemiluminescence
Chemiluminescence
Dr. Kapil Dev Doddamani
 
Covidien - Laproscopy innovation
Covidien - Laproscopy innovationCovidien - Laproscopy innovation
Covidien - Laproscopy innovation
Pranav Reddy Padala
 
Rhode Island Innovates
Rhode Island InnovatesRhode Island Innovates
A Web based Co-creation and Open Innovation platform for business
A Web based Co-creation and Open Innovation platform for businessA Web based Co-creation and Open Innovation platform for business
A Web based Co-creation and Open Innovation platform for business
Erik Micheelsen
 
Simplicity
SimplicitySimplicity
Simplicity
Mobius View
 
Pfsmet amazing rise of solid state lighting
Pfsmet   amazing rise of solid state lightingPfsmet   amazing rise of solid state lighting
Pfsmet amazing rise of solid state lighting
Philippe Smet
 
SEM-CL presentation at ICOM 2015 - Budva Montenegro
SEM-CL presentation at ICOM 2015 -  Budva MontenegroSEM-CL presentation at ICOM 2015 -  Budva Montenegro
SEM-CL presentation at ICOM 2015 - Budva Montenegro
Philippe Smet
 
Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3
Accenture Technology
 
Phosphorimetry
PhosphorimetryPhosphorimetry
Phosphorimetry
Ayesha Ghafoor
 
Luminescence presentation
Luminescence presentationLuminescence presentation
Luminescence presentationguestdebbbc
 
The Outcome Economy
The Outcome EconomyThe Outcome Economy
The Outcome Economy
Helge Tennø
 
Entrepreneurship development
Entrepreneurship developmentEntrepreneurship development
Entrepreneurship developmentbalajisetty
 
Siemens PLM Connection Europe - Helmuth Ludwig
Siemens PLM Connection Europe - Helmuth LudwigSiemens PLM Connection Europe - Helmuth Ludwig
Siemens PLM Connection Europe - Helmuth Ludwig
Dora Smith
 
Lean Startup at GE
Lean Startup at GELean Startup at GE
Lean Startup at GE
Lean Startup Co.
 

Viewers also liked (20)

H2020 SME Instrument
H2020 SME InstrumentH2020 SME Instrument
H2020 SME Instrument
 
electrochemiluminescence by Dr. Anurag Yadav
electrochemiluminescence by Dr. Anurag Yadavelectrochemiluminescence by Dr. Anurag Yadav
electrochemiluminescence by Dr. Anurag Yadav
 
7 nanosensors
7 nanosensors7 nanosensors
7 nanosensors
 
Sterility test and modern microbiological methods
Sterility test and modern microbiological methodsSterility test and modern microbiological methods
Sterility test and modern microbiological methods
 
Chemiluminescence
ChemiluminescenceChemiluminescence
Chemiluminescence
 
Covidien - Laproscopy innovation
Covidien - Laproscopy innovationCovidien - Laproscopy innovation
Covidien - Laproscopy innovation
 
Rhode Island Innovates
Rhode Island InnovatesRhode Island Innovates
Rhode Island Innovates
 
A Web based Co-creation and Open Innovation platform for business
A Web based Co-creation and Open Innovation platform for businessA Web based Co-creation and Open Innovation platform for business
A Web based Co-creation and Open Innovation platform for business
 
Simplicity
SimplicitySimplicity
Simplicity
 
Pfsmet amazing rise of solid state lighting
Pfsmet   amazing rise of solid state lightingPfsmet   amazing rise of solid state lighting
Pfsmet amazing rise of solid state lighting
 
SEM-CL presentation at ICOM 2015 - Budva Montenegro
SEM-CL presentation at ICOM 2015 -  Budva MontenegroSEM-CL presentation at ICOM 2015 -  Budva Montenegro
SEM-CL presentation at ICOM 2015 - Budva Montenegro
 
Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3Platform Economy - Tech Vision 2016 Trend 3
Platform Economy - Tech Vision 2016 Trend 3
 
Phosphorimetry
PhosphorimetryPhosphorimetry
Phosphorimetry
 
Luminescence presentation
Luminescence presentationLuminescence presentation
Luminescence presentation
 
Idor 2012 oncology_imaging
Idor 2012 oncology_imagingIdor 2012 oncology_imaging
Idor 2012 oncology_imaging
 
THERMAL IMAGING
THERMAL IMAGINGTHERMAL IMAGING
THERMAL IMAGING
 
The Outcome Economy
The Outcome EconomyThe Outcome Economy
The Outcome Economy
 
Entrepreneurship development
Entrepreneurship developmentEntrepreneurship development
Entrepreneurship development
 
Siemens PLM Connection Europe - Helmuth Ludwig
Siemens PLM Connection Europe - Helmuth LudwigSiemens PLM Connection Europe - Helmuth Ludwig
Siemens PLM Connection Europe - Helmuth Ludwig
 
Lean Startup at GE
Lean Startup at GELean Startup at GE
Lean Startup at GE
 

Similar to Imaging beyond the visible - An Overview of Short-Wave Infrared (SWIR) Technology for Machine Vision

SWIR application - Microscopy
SWIR application - MicroscopySWIR application - Microscopy
SWIR application - Microscopy
NewImagingTechnologies
 
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
ClearView Imaging
 
Katalog Produk Newcon Optik Binocular Teropong by Tridinamika
Katalog Produk Newcon Optik Binocular Teropong by TridinamikaKatalog Produk Newcon Optik Binocular Teropong by Tridinamika
Katalog Produk Newcon Optik Binocular Teropong by Tridinamika
PT. Tridinamika Jaya Instrument
 
Innovate in new and exciting optical sensing applications in industrial marke...
Innovate in new and exciting optical sensing applications in industrial marke...Innovate in new and exciting optical sensing applications in industrial marke...
Innovate in new and exciting optical sensing applications in industrial marke...
Design World
 
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
InsideScientific
 
Introduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
Introduction of SG-O CIS / ALS / Light-Sensor Wafer TesterIntroduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
Introduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
Enlitech
 
Slit lamp BQ 900 brochure
Slit lamp BQ 900 brochureSlit lamp BQ 900 brochure
Slit lamp BQ 900 brochure
Haag-Streit UK (HS-UK)
 
Meridian Merilas 577 Shortpulse brochure
Meridian Merilas 577 Shortpulse brochureMeridian Merilas 577 Shortpulse brochure
Meridian Merilas 577 Shortpulse brochure
Haag-Streit UK (HS-UK)
 
5G photocoagulator Brochure
5G photocoagulator Brochure5G photocoagulator Brochure
5G photocoagulator Brochure
Haag-Streit UK (HS-UK)
 
Photonics as enabling technology in the Security and Defense sectors
Photonics as enabling technology in the Security and Defense sectorsPhotonics as enabling technology in the Security and Defense sectors
Photonics as enabling technology in the Security and Defense sectors
Jose Pozo
 
INTRO TO OCT & SYSYTEM.pptx
INTRO TO OCT & SYSYTEM.pptxINTRO TO OCT & SYSYTEM.pptx
INTRO TO OCT & SYSYTEM.pptx
MohankumarThota
 
Presentations optical Biometery for medical students
Presentations optical Biometery for medical studentsPresentations optical Biometery for medical students
Presentations optical Biometery for medical students
07811116441aa
 
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart GlassesKhaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
AugmentedWorldExpo
 
Spectroradiometer
SpectroradiometerSpectroradiometer
Spectroradiometer
ePlastics (Ridout Plastics)
 
Optical Radiation Safety Test System
Optical Radiation Safety Test SystemOptical Radiation Safety Test System
Optical Radiation Safety Test System
Lisun Group
 
CorDex IW4000 Infrared IR Window
CorDex IW4000 Infrared IR WindowCorDex IW4000 Infrared IR Window
CorDex IW4000 Infrared IR Window
Thorne & Derrick International
 
CorDEX Infrared (IR) Windows IW Series For Hazardous Areas
CorDEX Infrared (IR) Windows IW Series For Hazardous AreasCorDEX Infrared (IR) Windows IW Series For Hazardous Areas
CorDEX Infrared (IR) Windows IW Series For Hazardous Areas
Thorne & Derrick International
 
سمپوزیوم لیزر
سمپوزیوم لیزرسمپوزیوم لیزر
سمپوزیوم لیزر
ahmad ebadi
 
(Public) se 2000-presentation_20140120
(Public) se 2000-presentation_20140120(Public) se 2000-presentation_20140120
(Public) se 2000-presentation_20140120
Nor Syazreena Abu Talib
 

Similar to Imaging beyond the visible - An Overview of Short-Wave Infrared (SWIR) Technology for Machine Vision (20)

SWIR application - Microscopy
SWIR application - MicroscopySWIR application - Microscopy
SWIR application - Microscopy
 
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
LUCID Vision Labs - Enhance Your Industrial Application with LUCID’s Factory ...
 
Katalog Produk Newcon Optik Binocular Teropong by Tridinamika
Katalog Produk Newcon Optik Binocular Teropong by TridinamikaKatalog Produk Newcon Optik Binocular Teropong by Tridinamika
Katalog Produk Newcon Optik Binocular Teropong by Tridinamika
 
PSM 1 pRESENTATION
PSM 1 pRESENTATIONPSM 1 pRESENTATION
PSM 1 pRESENTATION
 
Innovate in new and exciting optical sensing applications in industrial marke...
Innovate in new and exciting optical sensing applications in industrial marke...Innovate in new and exciting optical sensing applications in industrial marke...
Innovate in new and exciting optical sensing applications in industrial marke...
 
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
Enabling Mobile Spectroscopy: New Light Source Technologies for Analytical In...
 
Introduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
Introduction of SG-O CIS / ALS / Light-Sensor Wafer TesterIntroduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
Introduction of SG-O CIS / ALS / Light-Sensor Wafer Tester
 
Slit lamp BQ 900 brochure
Slit lamp BQ 900 brochureSlit lamp BQ 900 brochure
Slit lamp BQ 900 brochure
 
Meridian Merilas 577 Shortpulse brochure
Meridian Merilas 577 Shortpulse brochureMeridian Merilas 577 Shortpulse brochure
Meridian Merilas 577 Shortpulse brochure
 
5G photocoagulator Brochure
5G photocoagulator Brochure5G photocoagulator Brochure
5G photocoagulator Brochure
 
Photonics as enabling technology in the Security and Defense sectors
Photonics as enabling technology in the Security and Defense sectorsPhotonics as enabling technology in the Security and Defense sectors
Photonics as enabling technology in the Security and Defense sectors
 
INTRO TO OCT & SYSYTEM.pptx
INTRO TO OCT & SYSYTEM.pptxINTRO TO OCT & SYSYTEM.pptx
INTRO TO OCT & SYSYTEM.pptx
 
Presentations optical Biometery for medical students
Presentations optical Biometery for medical studentsPresentations optical Biometery for medical students
Presentations optical Biometery for medical students
 
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart GlassesKhaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
Khaled Sarayeddine (Optinvent): Optical Technologies for AR Smart Glasses
 
Spectroradiometer
SpectroradiometerSpectroradiometer
Spectroradiometer
 
Optical Radiation Safety Test System
Optical Radiation Safety Test SystemOptical Radiation Safety Test System
Optical Radiation Safety Test System
 
CorDex IW4000 Infrared IR Window
CorDex IW4000 Infrared IR WindowCorDex IW4000 Infrared IR Window
CorDex IW4000 Infrared IR Window
 
CorDEX Infrared (IR) Windows IW Series For Hazardous Areas
CorDEX Infrared (IR) Windows IW Series For Hazardous AreasCorDEX Infrared (IR) Windows IW Series For Hazardous Areas
CorDEX Infrared (IR) Windows IW Series For Hazardous Areas
 
سمپوزیوم لیزر
سمپوزیوم لیزرسمپوزیوم لیزر
سمپوزیوم لیزر
 
(Public) se 2000-presentation_20140120
(Public) se 2000-presentation_20140120(Public) se 2000-presentation_20140120
(Public) se 2000-presentation_20140120
 

Recently uploaded

JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
RTTS
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Jeffrey Haguewood
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
Fwdays
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Inflectra
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
Jemma Hussein Allen
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
Elena Simperl
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
BookNet Canada
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
UiPathCommunity
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
James Anderson
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
Guy Korland
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Ramesh Iyer
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
Prayukth K V
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
Paul Groth
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
Elena Simperl
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
Alison B. Lowndes
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
Frank van Harmelen
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
DianaGray10
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
Laura Byrne
 

Recently uploaded (20)

JMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and GrafanaJMeter webinar - integration with InfluxDB and Grafana
JMeter webinar - integration with InfluxDB and Grafana
 
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...
 
"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi"Impact of front-end architecture on development cost", Viktor Turskyi
"Impact of front-end architecture on development cost", Viktor Turskyi
 
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualitySoftware Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered Quality
 
The Future of Platform Engineering
The Future of Platform EngineeringThe Future of Platform Engineering
The Future of Platform Engineering
 
Knowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and backKnowledge engineering: from people to machines and back
Knowledge engineering: from people to machines and back
 
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...Transcript: Selling digital books in 2024: Insights from industry leaders - T...
Transcript: Selling digital books in 2024: Insights from industry leaders - T...
 
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...
 
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdfFIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
FIDO Alliance Osaka Seminar: Passkeys at Amazon.pdf
 
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...
 
GraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge GraphGraphRAG is All You need? LLM & Knowledge Graph
GraphRAG is All You need? LLM & Knowledge Graph
 
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...
 
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 previewState of ICS and IoT Cyber Threat Landscape Report 2024 preview
State of ICS and IoT Cyber Threat Landscape Report 2024 preview
 
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMsTo Graph or Not to Graph Knowledge Graph Architectures and LLMs
To Graph or Not to Graph Knowledge Graph Architectures and LLMs
 
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdfFIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
FIDO Alliance Osaka Seminar: The WebAuthn API and Discoverable Credentials.pdf
 
When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...When stars align: studies in data quality, knowledge graphs, and machine lear...
When stars align: studies in data quality, knowledge graphs, and machine lear...
 
Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........Bits & Pixels using AI for Good.........
Bits & Pixels using AI for Good.........
 
Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*Neuro-symbolic is not enough, we need neuro-*semantic*
Neuro-symbolic is not enough, we need neuro-*semantic*
 
UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4UiPath Test Automation using UiPath Test Suite series, part 4
UiPath Test Automation using UiPath Test Suite series, part 4
 
The Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and SalesThe Art of the Pitch: WordPress Relationships and Sales
The Art of the Pitch: WordPress Relationships and Sales
 

Imaging beyond the visible - An Overview of Short-Wave Infrared (SWIR) Technology for Machine Vision

  • 1. Imaging beyond the visible An Overview of Short-Wave Infrared (SWIR) Technology for Machine Vision Paul Maria Zalewski, Business Development Manager5thNovember 2014, Stuttgart
  • 2. Contents Short-wave Infrared Technology Differences between SWIR and CCD/CMOS cameras Industrial Applications & Benefits of Short-wave Infrared - Semiconductor - Photovoltaics - Glass Industry - Plastic Sorting with Hyperspectral Imaging Conclusion 2 Imaging beyond the visible | 05/11/2014 |
  • 3. What is Short-wave Infrared? 3 SWIR 900-2500nm Visible 400-750nm NIR 750-1000nm 2,500 400 750 1,700 900 1,000 Wavelength [nm] CCD/CMOS NIR Enhanced CCD/CMOS Standard InGaAs 2,200 Extended InGaAs Imaging beyond the visible | 05/11/2014 |
  • 4. What differs a SWIR camera from a classic Machine Vision camera? 4 Cooling Capability Due to the higher Dark Current of InGaAs sensors, cooling is necessary InGaAs Detector Sensitivity between900 and 1,700 nm High complexity level in the production process Defect pixels on every sensor Non-uniform pixel behavior Higher dark current than CCD, CMOS More Intelligence Advanced image correction features Non -uniformity correction (NUC) Defect Pixel Correction Background Correction 3 2 1 Imaging beyond the visible | 05/11/2014 |
  • 5. Basic Structure of a SWIR Camera 5 InGaAs Sensor Optics & Filters Sensor Cooling Intelligence & Electronics Interface & I/O Control Imaging beyond the visible | 05/11/2014 |
  • 6. Effect on the Image Quality with Cooling and more Intelligence 6 Sensor Temp. +40°C 100ms Exposure Time 1 ApplyCooling Sensor Temp. -5°C 2 IncreaseExposureTime 800ms 3 ApplyIntelligenceNon-UniformityCorrection(NUC) 4 ApplymoreIntelligenceDefectPixel Correction 5 Imaging beyond the visible | 05/11/2014 |
  • 7. A Selection of SWIR Applications 7 Industrial Machine Vision  Semiconductor Photovoltaics Chemical (gas, plastic, foil) Pharmaceutical Glass Production Agriculture Food Scientific & Medical Optical CoherenceTomography Microscopy Hyperspectral Imaging Laserbeam Profiling Airborne Remote Sensing Art Inspection Security & Traffic  Surveillance  Vision Enhancement  NightVision  Homeland Security Imaging beyond the visible | 05/11/2014 |
  • 8. Semiconductor Industry Applications Silicon Crystal & Ingot Inspection Wafer Inspection Wafer Level Packaging 3D -IC Defect Inspection with Infrared Microscopy Photon Emission Microscopy Photovoltaics 8 Imaging beyond the visible | 05/11/2014 |
  • 9. What makes SWIR so special for Semiconductor Inspection? Silicon gets transparent at wavelengths above 1,100 nm SWIR has a great sensitivity at 1,000 nm InGaAs CameraQE of ≈ 76%at 1,000 nm CCD/CMOS NIR Enhanced CameraQE of ≈ 3% at 1,000 nm The higher the thickness of the wafer (≈ >20μm), the more reasonable is an InGaAs camera 9 76% 3% Imaging beyond the visible | 05/11/2014 |
  • 10. Luminescence imaging helps to identify non-uniformities in the silicon wafer or solar cell by forcing it to emit light: Electroluminescence (EL) Photoluminescence (PL) Some emission effects to characterize photovoltaics intermediates are only visible in SWIR … … or partially with CCD/CMOS, but with extreme long exposure times(Seconds instead of Milliseconds) Thinfilm basedsolar cellsshowothereffects - e.g. Copper Indium Diselenide(CIS) at a wavelength of 1,330 nm What makes SWIR so special for Photovoltaics Inspection? 10 Imaging beyond the visible | 05/11/2014 |
  • 11. Glass Production Hot-End Glass Inspection Monitoring of glasstemperatureuniformitiesand coolingrate Interior and exterior inspection Improvement of yield and quality 11 Imaging beyond the visible | 05/11/2014 |
  • 12. What makes SWIR so special for Hot-End Glass Inspection? Typical: Temperature Measurement between 250°C to 800°C Based on the Planck’s radiation law Extended Temperature Measurements possible SWIR cameras can image through glass 12 Reference temps: White hot steel ~1200 °C Melting point of aluminum 660 °C Water boils at 100 °C Uncooled camera at 38 °C Human body at 37 °C, radiates at ~ 10μm Water freezes at 0 °C Imaging beyond the visible | 05/11/2014 |
  • 13. Hyperspectral Imaging (HSI) HSI combines digital imaging with spectroscopy to obtain detailed information across multiple ranges of the electromagnetic spectrum Applications: Recycling & Plastic Sorting Geology & Mineral Inspection Pharmaceutical Quality Control Food & Agriculture Medical e.g. Disease Diagnosis 13 Imaging beyond the visible | 05/11/2014 |
  • 14. What makes SWIR so special for Hyperspectral Imaging? Eachinorganicmaterialhasadifferentchemicalcompositionandcrystallinestructureresultinginanuniquespectralresponsecorrespondingtoitsspecificlightabsorptioncharacteristics Illustration shows the unique information content of five different sorts of plastic starting with 1,000 nm In general, the higher the wavelength in the application, the higher the spectral information content - 400 nm to 1,000 nm (basic information) - 900 nm to 2,500 nm (extended or unique information) 14 Source: Middleton Research Imaging beyond the visible | 05/11/2014 |
  • 15. Conclusion 15 There are basically three technical differences between SWIR and CCD/CMOS cameras Photon detector material (InGaAs vs. Si) Cooling capabilities needed to reduce noise More Intelligence: Advanced image correction features Take SWIR into consideration and explore your application with new eyes! SWIR cameras offer new physical effects in the Short-wave Infrared spectrum SWIR helps you to improve the yield in terms of quality, as well as productivity Detect defects more accurately and much faster Extraordinary reduction of exposure times Imaging beyond the visible | 05/11/2014 |
  • 16. Thank you very much! 16 Paul Maria Zalewski Business Development Manager – Infrared & Scientific – paul.zalewski@alliedvision.com Allied Vision www.alliedvision.com Imaging beyond the visible | 05/11/2014 |