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EECS 373
Design of Microprocessor-Based Systems
George Basil, William Beyer, Joshua Cronk
University of Michigan
Image Sensors
November 27, 2012
What are Image Sensors?
• Device that converts optical images into an electronic signal
o Performance varies widely based on application
o Come in many different sizes, pixel densities, etc..
• Example Applications
o Consumer cameras
o Medical imaging
o Security
(Hausken, 2004, [1])
How do image sensors work?
• Image sensors typically use CCD or CMOS technology
• CCD: Charge-coupled device
o Light strikes chip and is held as a small electrical charge in
each photo sensor
o Charges then converted to voltages
o Voltages sampled, converted to digital values, and stored for
use
• CMOS: Complementary metal-oxide-semiconductor
o Array of pixel sensors made up of photodetectors and
amplifiers
o Converts light energy to a voltage then to digital data
Comparison of CCD and CMOS
• CCD was once the dominant type, CMOS making leaps and
becoming viable
• CCD
o More mature technology
o Uses global shutter to capture image
o Susceptible to vertical smear from bright light (overloads
sensitivity of a sensor)
• CMOS
o Can use fewer components, less power, provide faster
readouts over CCD
o Less expensive to manufacture
o Uses rolling shutter to capture image
o Susceptible to skew, wobble, partial exposure
Comparison of CCD and CMOS - Vertical Smear
Vertical smear can be seen via the greenish lines at the bottom of the CCD frame.
(Green, n.d. [2])
Comparison of CCD and CMOS - Skew
Skew can be seen on the goal posts of the soccer nets above. As the camera is moved during a
picture, the goal posts appear to be leaning in a particular direction.
(Green, n.d. [2])
Comparison of CCD and CMOS - Wobble
Wobble can be seen in the video above. The CMOS image sensor is moved back and forth quickly
and results in a distortion of the captured image.
(Youtube, 2008 [3])
Comparison of CCD and CMOS - Partial Exposure
Partial exposure can be seen in the images above. The rolling shutter captures different areas of a
picture under different lighting conditions when a flash is used.
(Green, n.d. [2])
Image Sensor Attributes
• Aspect ratio: ratio of width and height of an image taken by the
sensor
• Pixel count: number of light intensity recording pixels on a
sensor
o Higher value indicates a higher quality image
o Depends on pixel density of viewing screen however
• Frame rate: rate at which the sensor is able to capture and store
a new image
Image Sensor Attributes
(Hausken, 2004 [1])
Image Sensor Attributes
• Power consumption: rate at which the image sensor consumes
power
o Typically measured in mW
o Can vary based on frame rate used
• Chroma: color spectrum of the image sensor
o Mono: grayscale or some other single tone
o RGB: mixes red, green, and blue lights to create other colors
Image Sensor Attributes
• Dynamic range: ratio between largest and smallest capturable
quantity of light
o A larger dynamic range means the camera can be used in a
variety of lighting situations
• Signal-to-Noise ratio: compares level of desired signal to level of
background noise
o Ratio of signal power to noise power
o Higher ratio means more signal than noise
• Responsivity: measure of luminous exposure, the amount of light
applied to the lens during a given exposure time
Application: Consumer Cameras
• Desired attributes for consumer cameras
o High resolution for quality photos
o Or low resolution for power saving
o Varying resolutions for video capture
o Low power consumption for use in mobile applications
• Potential cameras
Camera Pixels Frames / Sec Power Size
Aptina MT9P006 5 MP 15 - 60 fps < 366 mW 10mm x 10mm
Foveon X3 4.5 4.5 MP 7 - 30 fps < 200 mW 14mm x 14mm
Foveon X3 10.2 10.2 MP 4.4 - 30 fps < 50 mW 36mm x 28mm
Centeye Stonyman 0.012 MP ASYNC 1.8 mW - 4mW 2.8mm x 2.8mm
Application: Medical Imaging
• Desirable Attributes for Medical Imaging
o High Resolution for detailed images
o Size for specific procedures
o High speed
o High Sensitivity
• Potential cameras
Camera Pixels Frames / Sec Size
Teledyne FTF9168M 60 MP 1.4 fps 53.7mm x 40.2mm
Teledyne FTF6080M 48 MP 1.6 fps 36mm x 48mm
Teledyne FT50M 1 MP 100 fps 5.73mm x 5.73mm
Given Imaging PillCam 65 kP 2 - 18 fps 11mm x 26mm(Pill)
Application: Surveillance
• Desired attributes for surveillance cameras
o Low power requirements
o Excellent low-light sensitivity
o High resolution to capture minute details
• Potential cameras
Camera Pixels Frames / Sec Power Size
Aptina MT9P031 5 MP 15 fps < 381 mW 12mm x 12mm
Aptina MT9D131 ~2 MP 15 - 30 fps < 223 - 348 mW 12mm x 12mm
Choosing a Sensor
Choosing a Sensor
Choosing a Sensor
Summary
• Image sensors can be used for a wide variety of applications
• Large variety of image sensors on the market
o 20+ major companies, each make a variety of sensors
o Many different attributes to consider for any given
application
• Technology is constantly evolving
o CMOS becoming comparable with CCD sensors
• A user must weigh the important attributes for the application
when deciding the best camera to use
Bibliography
1. Hausken, Tom. (2004). The Image Sensor Market [Powerpoint Slides].
Retrieved from https://docs.google.com/viewer?a=v&q=cache:
ecPaPDY2Eb8J:asia.stanford.edu/events/Spring04/slides/hauskenSlides.pdf+
&hl=en&gl=us&pid=bl&srcid=ADGEESjViOQy_0YJACKEg822NWVnNbNFI05Y5K4
Djgv-
2. Green, B. (n.d.). CMOS Rolling Shutter.DVXuser.com :: The online
Community for digital filmmaking. Retrieved November 26, 2012, from
http://dvxuser.com/jason/CMOS-CCD/
3. Nikon D90 wobble test - YouTube. (2008, September 30).YouTube.
Retrieved November 26, 2012, from
http://www.youtube.com/watch?v=KcycneFY9lw
Thank You
Any Questions?

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01-imagers.pptx

  • 1. EECS 373 Design of Microprocessor-Based Systems George Basil, William Beyer, Joshua Cronk University of Michigan Image Sensors November 27, 2012
  • 2. What are Image Sensors? • Device that converts optical images into an electronic signal o Performance varies widely based on application o Come in many different sizes, pixel densities, etc.. • Example Applications o Consumer cameras o Medical imaging o Security (Hausken, 2004, [1])
  • 3. How do image sensors work? • Image sensors typically use CCD or CMOS technology • CCD: Charge-coupled device o Light strikes chip and is held as a small electrical charge in each photo sensor o Charges then converted to voltages o Voltages sampled, converted to digital values, and stored for use • CMOS: Complementary metal-oxide-semiconductor o Array of pixel sensors made up of photodetectors and amplifiers o Converts light energy to a voltage then to digital data
  • 4. Comparison of CCD and CMOS • CCD was once the dominant type, CMOS making leaps and becoming viable • CCD o More mature technology o Uses global shutter to capture image o Susceptible to vertical smear from bright light (overloads sensitivity of a sensor) • CMOS o Can use fewer components, less power, provide faster readouts over CCD o Less expensive to manufacture o Uses rolling shutter to capture image o Susceptible to skew, wobble, partial exposure
  • 5. Comparison of CCD and CMOS - Vertical Smear Vertical smear can be seen via the greenish lines at the bottom of the CCD frame. (Green, n.d. [2])
  • 6. Comparison of CCD and CMOS - Skew Skew can be seen on the goal posts of the soccer nets above. As the camera is moved during a picture, the goal posts appear to be leaning in a particular direction. (Green, n.d. [2])
  • 7. Comparison of CCD and CMOS - Wobble Wobble can be seen in the video above. The CMOS image sensor is moved back and forth quickly and results in a distortion of the captured image. (Youtube, 2008 [3])
  • 8. Comparison of CCD and CMOS - Partial Exposure Partial exposure can be seen in the images above. The rolling shutter captures different areas of a picture under different lighting conditions when a flash is used. (Green, n.d. [2])
  • 9. Image Sensor Attributes • Aspect ratio: ratio of width and height of an image taken by the sensor • Pixel count: number of light intensity recording pixels on a sensor o Higher value indicates a higher quality image o Depends on pixel density of viewing screen however • Frame rate: rate at which the sensor is able to capture and store a new image
  • 11. Image Sensor Attributes • Power consumption: rate at which the image sensor consumes power o Typically measured in mW o Can vary based on frame rate used • Chroma: color spectrum of the image sensor o Mono: grayscale or some other single tone o RGB: mixes red, green, and blue lights to create other colors
  • 12. Image Sensor Attributes • Dynamic range: ratio between largest and smallest capturable quantity of light o A larger dynamic range means the camera can be used in a variety of lighting situations • Signal-to-Noise ratio: compares level of desired signal to level of background noise o Ratio of signal power to noise power o Higher ratio means more signal than noise • Responsivity: measure of luminous exposure, the amount of light applied to the lens during a given exposure time
  • 13. Application: Consumer Cameras • Desired attributes for consumer cameras o High resolution for quality photos o Or low resolution for power saving o Varying resolutions for video capture o Low power consumption for use in mobile applications • Potential cameras Camera Pixels Frames / Sec Power Size Aptina MT9P006 5 MP 15 - 60 fps < 366 mW 10mm x 10mm Foveon X3 4.5 4.5 MP 7 - 30 fps < 200 mW 14mm x 14mm Foveon X3 10.2 10.2 MP 4.4 - 30 fps < 50 mW 36mm x 28mm Centeye Stonyman 0.012 MP ASYNC 1.8 mW - 4mW 2.8mm x 2.8mm
  • 14. Application: Medical Imaging • Desirable Attributes for Medical Imaging o High Resolution for detailed images o Size for specific procedures o High speed o High Sensitivity • Potential cameras Camera Pixels Frames / Sec Size Teledyne FTF9168M 60 MP 1.4 fps 53.7mm x 40.2mm Teledyne FTF6080M 48 MP 1.6 fps 36mm x 48mm Teledyne FT50M 1 MP 100 fps 5.73mm x 5.73mm Given Imaging PillCam 65 kP 2 - 18 fps 11mm x 26mm(Pill)
  • 15. Application: Surveillance • Desired attributes for surveillance cameras o Low power requirements o Excellent low-light sensitivity o High resolution to capture minute details • Potential cameras Camera Pixels Frames / Sec Power Size Aptina MT9P031 5 MP 15 fps < 381 mW 12mm x 12mm Aptina MT9D131 ~2 MP 15 - 30 fps < 223 - 348 mW 12mm x 12mm
  • 19. Summary • Image sensors can be used for a wide variety of applications • Large variety of image sensors on the market o 20+ major companies, each make a variety of sensors o Many different attributes to consider for any given application • Technology is constantly evolving o CMOS becoming comparable with CCD sensors • A user must weigh the important attributes for the application when deciding the best camera to use
  • 20. Bibliography 1. Hausken, Tom. (2004). The Image Sensor Market [Powerpoint Slides]. Retrieved from https://docs.google.com/viewer?a=v&q=cache: ecPaPDY2Eb8J:asia.stanford.edu/events/Spring04/slides/hauskenSlides.pdf+ &hl=en&gl=us&pid=bl&srcid=ADGEESjViOQy_0YJACKEg822NWVnNbNFI05Y5K4 Djgv- 2. Green, B. (n.d.). CMOS Rolling Shutter.DVXuser.com :: The online Community for digital filmmaking. Retrieved November 26, 2012, from http://dvxuser.com/jason/CMOS-CCD/ 3. Nikon D90 wobble test - YouTube. (2008, September 30).YouTube. Retrieved November 26, 2012, from http://www.youtube.com/watch?v=KcycneFY9lw