Connect with us
Home / Expertise / Image sensors and vision systems / Hyperspectral imaging

Hyperspectral imaging

See more than the visible... and enable breakthrough discoveries in precision agriculture, medical, industrial machine vision, security surveillance and much more!

 

 

image courtesy of GAMAYA

Technology

Leveraging imec’s background in semiconductor fab, equipment and process technology, imec designs and manufactures interference based optical filters at wafer level, deposited and patterned directly on top of image sensor pixels. This unique CMOS based infrastructure provides very compact, clean and high yield optical filter integration with scalability to high-volume and low cost.

  • Hyperspectral imaging at imec from imec on Vimeo.

  • Imec’s hyperspectral camera in Z-food report from imec on Vimeo.

  • Hyperspectral imaging classification of textile for recycling applications from imec on Vimeo.

  • Hyperspectral imaging of brain oxygenation under epilepsy surgery from IMEC imaging on Vimeo.

  • Microcirculatory blood perfusion and oxygenation with IMEC snapshot hyperspectral imaging camera from IMEC imaging on Vimeo.

  • Sorting of foreign bodies using Hyperspectral Imaging from IMEC imaging on Vimeo.

  • Hyperspectral Imaging for Art and Antiquities Conservation from IMEC imaging on Vimeo.

  • Imec’s state-of-the-art cleanroom from IMEC imaging on Vimeo.

    • Sensors

    Hyperspectral imaging sensors

    Off-the-shelf hyperspectral image sensors, all based on CMOSIS CMV2000 image sensor, have been designed, manufactured and available from imec in quantities of 1 to 1,000+.

    Reference

    Type

    # Bands

    Spectral range

    Spatial resolution
    (RAW, per band)

    Speed (max)

    More info

    SNm2x2

    Snapshot mosaic

    4

    RGB+NIR

    1024 x 544 px

    340 fps

    product leaflet

    SNm4x4

    Snapshot mosaic

    16

    460-630 nm

    512 x 272 px

    340 fps

    product leaflet

    SNm5x5

    Snapshot mosaic

    25

    600-1000 nm

    409 x 218 px

    340 fps

    product leaflet

    SNt32

    Snapshot tiled

    32

    600-1000 nm

    256 x 256 px

    340 fps

    product leaflet

    LS100+

    Linescan wedge

    100+

    600-1000 nm

    2048 x length of scan

    1360 lines / s

    product leaflet

    LS150+

    Linescan wedge

    150+

    470-900 nm

    2048 x length of scan

    1360 lines / s

    product leaflet

    ARGUS multispectral

    Linescan CCD TDI

    7

    RGB or custom

    4096 x length of scan

    42KHz

    product leaflet

    		 
     

    Custom hyperspectral imaging sensors (with different image sensor base, filter specification, pattern layout, etc...) can be designed and manufactured based on specific application requirements.

    Cameras

    Hyperspectral imaging cameras

    Hyperspectral imaging camera demo-kits including imec HSI sensor(s), camera housing, lens, tripod mounts, reflectance calibration tile, lighting solution, storage box and imec HSImager™ hyperspectral imaging software license are available from imec directly to ease your application work:

    Reference

    Interface

    Type

    # Bands

    Spatial resolution
    (RAW, per band)

    Spectral range

    Speed (max)

    More info

    XIMEA SNm2x2

    USB3.0

    Snapshot mosaic

    4

    1,024 x 544 px

    RGB + NIR

    120 fps

    product leaflet

    XIMEA SNm4x4

    USB3.0

    Snapshot mosaic

    16

    512 x 272 px

    460 - 630 nm

    120 fps

    product leaflet

    XIMEA SNm5x5

    USB3.0

    Snapshot mosaic

    25

    409 x 218 px

    600 - 1000 nm

    120 fps

    product leaflet

    XIMEA SNt32

    USB3.0

    Snapshot tiled

    32

    256 x 256 px

    600 - 1000 nm

    120 fps

    product leaflet

    PHOTONFOCUS SNm4x4

    GigE

    Snapshot mosaic

    16

    512 x 272 px

    460 - 630 nm

    40 fps

    product leaflet

    PHOTONFOCUS SNm5x5

    GigE

    Snapshot mosaic

    25

    409 x 218 px

    600 - 1000 nm

    40 fps

    product leaflet

    SNAPSCAN VNIR

    USB3.0

    Snapshot & Linescan

    150+

    3,650 x 2,048 px

    470 - 900 nm

    ~ 200 ms

    product leaflet

    SNAPSCAN NIR

    USB3.0

    Snapshot & Linescan

    100+

    3,650 x 2,048 px

    600 - 1000 nm

    ~ 200 ms

    product leaflet

    SNAPSCAN SWIR

    USB3.0

    Snapshot & Linescan

    100+

    1,200 x 640 px

    1100 - 1700 nm

    ~ 100 ms

    pre-order flyer

    ADIMEC VNIR

    Camera Link

    Linescan

    150+

    2,048 x length of scan

    470 - 900 nm

    2KHz

    product leaflet

    ARGUS multispectral

    CoaXPress

    Linescan analog TDI

    7

    4,096 x length of scan

    custom

    42KHz

    product leaflet

     

    All camera demo-kits come with HSImager™, the most advanced hyperspectral imaging software developed by imec's integrated imaging & vision system team, to ensure the highest quality hyperspectral imaging datacubes reconstruction. Custom configurations of hardware and software packages are possible and can be discussed.

    Hyperspectral imaging software imec

    Applications

    • Remote sensing
    • Precision agriculture
    • Medical guided surgery
    • Microscopy 
    • Skin-health
    • Waste recycling and management
    • Pharmaceutical defect inspections
    • Food sorting & quality grading
    • Industrial sorting
    • Security & counterfeit detection
  • Orthophoto hyperspectral aerial images of large test field of soybean cultures in Brazil: the color image is augmented with spectral features information recolored images to show where specific variations within crop cultures (e.g. disease pattern) are being observed to support precision agriculture decisions – Courtesy of GAMAYA
  • Snapshot hyperspectral image of skin: reconstructed color image (left), spectral plot of few spatial points within hand when one finger is deoxygenated with one tight rubber band (middle), overlay image of > 80% oxygenated skin (right).
  • Orthophoto hyperspectral aerial images of strawberry test field in Belgium: NDVI images (left) and chlorophyll index map (right) to support precision agriculture decisions – Courtesy of VITO and pcfruit
  • Snapshot hyperspectral imaging with SNm4x4 camera is able to estimate skin blood volume and oxygen saturation with high temporal and spatial resolution - courtesy of Linkoping university
  • Ripeness of avocados can be easily extracted thanks to their level of reflectance in the NIR wavelength bands. Spectral imaging of food is already being deployed for the food quality grading of fruits and vegetables like apples, kiwis, cherries, avocados, etc...
  • Blood smear slide image, obtained by the SNAPSCAN hyperspectral imaging camera mounted onto a LEICA pathology microscope: reconstructed color image (bottom) and classified image (top) showing red blood cells versus white blood cells versus background.
  • Single snapshot of imec SNAPSCAN hyperspectral imaging camera used to digitize artwork paint portrait of Jean Wouters (Oil on panel - Ghent, collection Jan Muller). Work realized in courtesy of Prof. dr. Maximiliaan Martens, Dept. Art History, Musicology and Theatre Studies, Ghent University
  • Snapshot hyperspectral imaging of retina: HSI camera is mounted onto a Topcon fundus camera to extract oxygenation of the different vessels of the retina. Oxygenation maps of the retina are key in supporting early diagnostic of several eye and brain diseases such as Age Macular Degeneration (AMD), Diabetic Retinopathy (DR) and Alzheimer Disease (AD) – Courtesy of Northwestern university
  • Snapshot hyperspectral imaging of the human brain under guided surgery: the HSI camera is mounted onto a Carl ZEISS surgery microscope. Reconstructed color / Hb / HbO / HbT maps of the brain are key in supporting accurate detection of brain tumors as well as to study hemodynamics of severe epilepsy patients – Courtesy of Polytechnique Montreal
  • Fluorescence hyperspectral imaging of four AlexaFluor dyes in living small animals subjects. Using targeted molecular imaging, fluorescent contrast agents find application in endoscopic cancer diagnosis and intra-operative tumour resections – Courtesy of University of Cambridge

    • Partners

    Opportunities to deploy commercial hyperspectral imaging are numerous, and cannot be addressed effectively by one single company. Imec's mission is to drive the effective development and commercialization of CMOS based hyperspectral imaging vision solutions, together with a broad ecosystem of partners at sensor, camera, software to application levels.

    Get in touch with one of our camera integrator partner to explore potential collaboration for OEM business:

    • XIMEA for USB3.0 cameras
    • PhotonFocus for GigE cameras
    • VRMAGIC for GigE and 10 GigE cameras
    • SENTECH for USB3.0 and GigE cameras
    • ADIMEC for camera Link cameras
    • BAYSPEC for portable, handheld cameras
    • 3D-ONE for GiGE and CameraLink mini with PoCL cameras
    • Tattile for smart cameras with integrated FPGA+CPU

    Get in touch with one of our hyperspectral imaging software partners to explore potential collaboration of technology integration:

    • Perception Park for access to Perception Park acceleration system and Studio software
    • NICTA for access to Scyllarus hyperspectral imaging software and toolbox

    News

    Partner related
    perClass Mira integration with Imec HSIViewer
    Press
    Imec demonstrates Shortwave Infrared (SWIR) range hyperspectral imaging camera
    Press
    Imec demonstrates world’s first multispectral time-delay-integration image sensor based on CCD-in-CMOS technology
    Press
    Imec’s high-speed ultrasonic SNAPSCAN camera enables hyperspectral imaging acquisition in less than one second

    Support

    For customers and partners of imec hyperspectral imaging activity, please visit our support portal (restricted access) to download the latest support documents and materials including:

    • Software
    • Manuals
    • Reports
    • Examples
    • Personal files

    Contact

    true

    Jerome Baron

    Business Development Manager

    For more information regarding integrated imaging and vision systems, please contact Jerome Baron, Business Development Manager Integrated Imaging & Vision Systems.

     

    You can also reach one imec local contact point in your country or geography here.

    This website uses cookies for analytics purposes only without any commercial intent. Find out more here. Our privacy statement can be found here. Some content (videos, iframes, forms,...) on this website will only appear when you have accepted the cookies.

    Accept cookies