sensory information processing
DESCRIPTION
Sensory Information Processing. Introduction to imaging sensors. Camera. How the image is recorded electrically? What is the artifact of CCD? How to select the CCD?. CCD. CCD driver / Signal processing. Digital Capture. lens. What is principal parameter of the lens? - PowerPoint PPT PresentationTRANSCRIPT
Sensory Information Processing
Introduction to imaging sensors
Camera
CCD driver / Signal processing
DigitalCapture
CCD
lens
What is principal parameter of the lens?What is aberration?
What is the image degradation by lenses?How to select the lenses?
How the image is recorded electrically?What is the artifact of CCD?
How to select the CCD?
Camera
How to drive the CCD?How the color value is recovered?
How the Synchronize and Sampling is performed?
CCD driver / Signal processing
DigitalCapture
CCD
lens
Measuring the light• History of light measurement
– Exposure meter for cameras(Human can not percept absolute amount of the light)
Leica MC meter (1954)Contaflex(1935) : world’s first camera with exposure meter
Before that..
• Rely on inspiration and experience..
Senoguide
Device to measurethe amount of light
• Transducing energy of light to electricity– Photo diode– Solar cell (similar to photo diode)
• Change of resistance according to the light– CdS (sulfureted cadmium) cell– Photo tube
• Light displacement, speed, etc..– So weak, very difficult
CdS cell
• Change of resistance of sulfureted cadmium (compound semiconductor)– Free electrons are emerged by the light, and
conducts electric current well– Wide range of sensitivity– Slow reaction– cheap
Inadequate for image sensor
CdS cell(2)
• Winding CdS area– Wider width, shorter path
Burn out
・ very good linearity
electrode
Rel
ativ
e se
nsiti
vity
Wavelength(nm)
Ele
ctric
cur
rent
(mA
)
Maximum power consumption 100mW
Voltage (V)
phototube(1)• Photoelectric effect
– electron is kicked off from metal by photon
metal
photon
e-
• Characteristics of photoelectric effect– No electron for the light with longer wavelength
than threshold which depends on materials– Number of electron is proportional to the
intensity of light
phototube(2)• Capturing the electron out from the metal
– Material: Ag, Cs, Na, Te, Ga, As
– Very high speedof response : up to 10ps
•Electron is attracted by electric potential by high voltage
Phototube(3)• Very high sensitivity
(photomultiplier)
•Dynodes (SbCs, AgHg etc.) emit lots of electron by hitting the accelerated electron .•http://en.wikipedia.org/wiki/Photomultiplier
photomultiplier(4)
• Super-kamiokaNDE (observing facility of neutrino)http://en.wikipedia.org/wiki/Kamiokande
• Broken photomultiplier of kamiokaNDE
photodiode(1)• Major light sensing device
– Photoelectron emerged between p and n semiconductor
– No vaccum!
history of exposure meter
• Solar cell type : require no battery– 1950
• CdS type : high sensitivity (but slow)– 1960
• Photodiodes– 1970
Leica MR meter
Leica MC meter
Current products
2-D image sensor
• How to capture the 2-D distibution of light?
Array of sensors?Connecting all sensors each?
2-D image sensors
• To reduce the wiring cost, scanning mechanism is necessary
Electric signal
Camera tube
• Magnetic field is used to deflection (scanning)
Camera and TV tubes
• Magnetic field for scanning
Image orthicon
CCD (charge coupled device)
• Electrostatic effect is used to transfer the electron– Not limited to the imaging
device– CCD is the term of the way to
transfer the electron– http://en.wikipedia.org/wiki/
Charge-coupled_device
Aside : delay line (1)• How to delay temporal signal?
– “dead time component”
Aside : delay line (1)
Aside : delay line (1)• Delay line is a memory
– Recording information for a short time– No sampling, no quantization
Delay line (2)
• SAW (surface acoustic wave) filter– http://en.wikipedia.org/wiki/Surface_acoustic_wave
Delay line (3) BBD
• BBD = Bucket Brigade delay
Predecessor of CCD MN3004
Delay line (4) current standard
• Long time delay for sound, video is based on digital technology
AD converter CPU DA converter
RAM
CCD types
• Full frame• Interline transfer• Frame transfer• Frame interline transfer
• http://laser.physics.sunysb.edu/~jose/CCDInfo.html
• CCD university– http://www.ccd.com/ccdu.html
Full frame
• While transfer, CCD should be covered
• (mechanical shutter is necessary)
• High aperture ratio• Easy to manufacture• Commonly used in
digital SLR
Interline transfer
• Most popular• Mechanical
shutter is not necessary
• Very short exposure is possible
• Used in most video cameras
Frame transfer• Image is
transferred to the storage array quickly
Image degradation in CCD
• smear– Highlight spreading to the transfer direction
(vertical)• blooming
– Highlight spreading to the peripherals• Thermal noise
– Electron is emerged by the thermal agitation of free electron
smear
Source of smear
• Imperfect mask of transfer CCD areas, spilling out of electron to the transfer area
mask mask mask mask
mask
Anti-blooming
• Discarding too much electrons by highlight
X-Y address image sensor
CMOS image sensor
photodiodes are connected by wire and transistor
CMOS transistor is used, therefore, commonly called as CMOS sensor
JFET type
CMOS image sensor
• Low power consumption– CCD needs high voltage to attract the electron
• Other circuit can be embedded on a chip(usual LSI process is used)– AD converter, image processor can be
embedded• Noise was more than CCD
– Now it is well improved• Flexibility to access to each pixel
Rolling shutter
• For most CMOS sensors, exposure timing is varied pixel by pixel– Called “rolling shutter”– If all pixels are exposed simultaneously, it is
called “global shutter”
Shutter types and image skewLens shutter( interchanging the lens is not easy)
Focal plane shutter( suit for interchanging lens)SLR (single lens reflex) etc.
Skew of moving object
• Shape of the object is skewed by the varied timing of exposure
Ancient example of skew
• Lartigue “A.C.F grand prix”World’s most famous example of skew
Color image• Sequencial shots of R, G, B
– filter wheel• Split R, G, B to three image sensors
optically– 3 tubes, 3-CCD
• Each pixel is sensitive either R, G or B– Primal color, complementary color– Foveon
Filter wheel
3 tubes
lens
prism
Camera tube
3 -CCDcameraEach surface in the prism is “interference filter” which consist of transparent materials with different refractive index, and interference of light reflect or transmit the energy of the light without loss.
• No loss of light energy, high sensitivity• Color reproduction is good
Single CCD
• Each pixel of CCD is colored– Primal color
○natural color reproduction– Complementary color
○high light efficiency
R GG B
Primal color( Bayer pattern)
Cy Ye Cy Ye Cy Ye Cy Ye
Mg G Mg G Mg G Mg G
Complementary color
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
R GG B
MgGCy Ye
Mg GCy Ye
Mg GCy Ye
Mg GCy Ye
Cy Ye Cy Ye Cy Ye Cy YeMgG Mg G Mg G Mg G
Color reproduction (2)• Simple method (interpolation)
• See Fredo Durand and Bill Freeman’s slide– http://groups.csail.mit.edu/graphics/classes/
CompPhoto07/index2.html– 03_colorInterpCP.ppt
GG
GG
GG
GG
GG
GG
GG
GG
GG
GG
GG
GG
R R R R
R R R R
R R R R
Low resolution