What Is An Imaging System?
An imaging system is a tool for extracting additional information from
an image. It can do this by measuring and reading out data about some aspect of an image.
It can also augment the superb pattern recognition capability, which we all possess, by
exaggerating some detail of the image.
Components Of An Imaging System
A simple imaging system consists of:
- a monochrome video camera or digital camera
- a frame grabber/ digitizing board
- a computer
- an image analysis program
Video Camera
The video camera converts light into an electrical signal. Conventional cameras employ
a vidicon vacuum tube to make this transformation. CCD cameras use an array of solid state
light sensitive charge coupled cells. In either case, the video signal is output as a
voltage level corresponding to the light intensity of the image starting from the top left
and going to the bottom right in a series of horizontal scan lines. Synchronization pulses
are added to the output. The resolving power and output characteristics of monochrome
video cameras is set, in the U.S., by the Electronic Industries Association (EIA). The
most common EIA standard is RS-170. These cameras have a format that is essentially
compatible with black and white closed circuit television. This standard and the slightly
higher resolution European CCIR standard are the most common ones used for imaging. Video
cameras are available with various light sensitivities and spectral responses.
Digital Camera
With a digital camera you have a direct digital signal from the camera to the computer.
In most cases a digitizing board is still required within the computer to convert the
signal but since there are less or no analog to digital conversions the signal usually has
a higher resolution.
Frame Grabber
The frame grabber is basically an analog-to-digital converter optimized for digitizing
(capturing) video signals. It is usually a board that plugs into a desk-top computer. This
board senses and locks to the synchronizing pulses imbedded in the video signal coming
from the camera. On command, it digitizes one complete video image. It does this by making
a number of conversions on each scan line, then repeating this process for each line
scanned by the camera. A captured image usually occupies all or most of a 512x512x8 bit
array in the frame grabber memory. The contents of this memory is transferred to the
computer memory for processing. Frame grabbers designed for high speed applications have
image enhancement circuitry built onto the board.
Computer
The computer running an image analysis program comprises the heart of an imaging
system. Desk-top computers, primarily IBM-PC and Macintosh Power PC models, are the most
common and cost effective platforms for these systems since they are inexpensive and are
supported by the widest variety of frame grabber boards and image analysis software. The
image analysis program controls the operation of the frame grabber board, provides the
means for obtaining direct data from the image, enhances images through menus of
functions, and generates and controls output. The user controls its operation using the
keyboard and mouse. Increasingly, control is accomplished by using a virtual instrument
control panel displayed on the computer monitor. This control panel, manipulated by a
mouse, has the look-and-feel of an actual instrument. By using this approach novice users
can quickly learn to do sophisticated image processing operations. Because the computer
screen can be fully employed just to display the control panel, a second color monitor and
associated display board can be added to display the images. Good image analysis programs
have color enhancement and a rich repertoire of fast image processing functions. Better
image analysis programs offer, in addition, a scripting type language whereby sequences of
operations can be recorded for automatic playback later. The best image analysis programs,
in addition, provide for direct and scripted control of other devices that could be used
in a full-feature imaging system. Examples of these devices include devices for microscope
automation, illumination, and image detection.
Image Processing
If you have not seen image processing performed, it is an amazing process to watch.
Seemingly invisible or subtle characteristics of the original image can be transformed
into crisp and colorful patterns, veritably leaping out at you from the screen.
Alternatively, images filled with superfluous detail can be simplified until all that
remains is just what you are looking for. The dynamic range of very dark or very light
images can be expanded to full scale. Edges can be enhanced or blurred. Solids can be
turned into outlines. Focus can be sharpened. Noise can be eliminated. An assortment of
quantitative measurements can be made. Intensity can be directly measured and displayed as
actual values or as a histogram. Spatial measurements can be made, objects can be counted.
The image can be scaled, zoomed, panned, rotated and warped.
This "magic" is accomplished in several ways. Noise is reduced and focus
sharpened by averaging several images. Look-up-tables (LUT's), logic operations, and
simple arithmetic are used to expand or distort contrast and to colorize. Complex
mathematical operations such as convolution and fast fourier transformation (FFT) are used
for a wide variety of filtering operations. These are applied to either individual pixel
values or to groups of pixels, depending on the desired result. FFT's allow filtering in
the frequency domain. Histograms and line profiles are used to obtain statistical
information about the image. Morphological measurements are made by using several of the
above operations.
There are many applications and examples of imaging systems used in basic research.
Some systems, such as calcium ratio systems, are designed to look at very fast events and
quantify the amount of a given indicator. Other systems such as time-lapse imaging systems
are used to look at events as they occur over a longer period of time. In the application
outlined below fluorescently labeled cells are tracked over time to develop a lineage
analysis.
Example - An imaging system for time lapse recording of live dye-filled cell activity
able to follow activity in three dimensions.
This imaging system is comprised of:
- Intensified video camera
- Computer with a color display.
- Frame grabber board installed in the above computer.
- A secondary display board also installed in the above computer.
- Secondary color or black & white video monitor (this is in addition to the
computer color display).
- Image analysis program.
- Panasonic model TQ3031 optical memory disk recorder or other device for storing the acquired data.
- Applied Scientific Instrumentation (ASI) SC-2000 dual shutter controller.
- ASI MFC microscope focus controller (for optical serial-sectioning).
The system is set up with the camera and image intensifier mounted on the microscope.
The camera's video signal is connected to the frame grabber board. The display board
output is connected to the optical memory disk recorder and, through it, to the Mitsubishi
color monitor. The computer is connected to the shutter controller, focus controller and
optical memory disk recorder in a daisy chain fashion. This latter connection is the
communications pathway between the imaging program and the time lapse and optical serial
sectioning hardware. The electro-mechanical shutters that come with the SC-2000 dual shutter
controller are installed between the UV and tungsten light sources and the microscope. The
motor drive that comes with the MFC is mounted to the microscope and connected to the fine
focus shaft in a closed -loop fashion to insure precise and repeatable focusing.
The system functions as follows:
A cell in the blastomere of a zebrafish egg shortly after fertilization
is injected with a dye that fluoresces when stimulated with ultra violet light of a
specific wavelength. Since toxic byproducts formed when the dye fluoresces can poison the
cell, they are minimized by:
- using the lowest UV stimulation levels possible
- picking up the subsequent very weak fluorescence using an image intensifier and ultra-low
light level camera
- exposing the cell to UV stimulation for the briefest period
necessary to capture an image
Command parameters are selected via onscreen controls that do the
following:
- Opens the UV shutter.
- Captures several images in quick succession, averaging them at the
same time for noise reduction.
- Closes the UV shutter.
- Performs an assortment of image enhancement operations.
- Sends the enhanced image to the optical memory disk recorder where it
is written on the removable disk pack.
- Steps the microscope focus to a new layer within the blastomere then
repeats steps 1-5 until the depth of interest has been covered.
- Returns to the top step, pauses until the next time-lapse sequence is
due, then repeats steps 1-6 for the duration of the experiment. Periodically steps 1-6 are
repeated with the tungsten light shutter open instead of the UV shutter in order to obtain
images of the entire blastomere rather than just the fluorescing cells in a black
background.
At the end of the experiment onscreen controls are selected to play back
the stored images (in any order) for animation. Thus it is possible to follow the course
of cell division, growth and differentiation over a period of time through a 3-dimensional
area covered by the microscope. In addition, images can be recaptured for additional
analysis. By superimposing the fluorescent and a tungsten light images, exact and relative
locations of the dye filled cell and its progeny, with respect to the entire blastomere,
can be easily observed and measured.
ASI's Unique Products
Applied Scientific Instrumentation (ASI) makes
some of the finest and innovative accessories for microscope automation For instance,
because the Macintosh computer has few ports, the ability to daisy chain these devices on
one port with the optical memory disk recorder is essential. This is possible because
ASI's products use a command protocol compatible with the optical memory disk recorder.
Because our shutter controller has the unique ability to control two shutters
simultaneously, substantially more information can be obtained during an experiment than
if only a single shutter were used. Our focus controller offers resolution and
repeatability that is among the best in the industry. Both these devices have features
that are not only useful during a time-lapse experiment, but at anytime the microscope is
used.