WO1993016551A1 - Method and apparatus for dynamic correction of microscopic image signals - Google Patents

Method and apparatus for dynamic correction of microscopic image signals Download PDF

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Publication number
WO1993016551A1
WO1993016551A1 PCT/US1993/001442 US9301442W WO9316551A1 WO 1993016551 A1 WO1993016551 A1 WO 1993016551A1 US 9301442 W US9301442 W US 9301442W WO 9316551 A1 WO9316551 A1 WO 9316551A1
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WIPO (PCT)
Prior art keywords
light
signal
offset
correction factors
offset correction
Prior art date
Application number
PCT/US1993/001442
Other languages
French (fr)
Inventor
Jon Wallace Hayenga
Robert C. Schmidt
Original Assignee
Neopath, Inc.
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Neopath, Inc. filed Critical Neopath, Inc.
Priority to JP5514348A priority Critical patent/JP2954704B2/en
Priority to AU37233/93A priority patent/AU670265B2/en
Priority to EP93906050A priority patent/EP0627151A4/en
Publication of WO1993016551A1 publication Critical patent/WO1993016551A1/en

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Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N1/00Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
    • H04N1/40Picture signal circuits
    • H04N1/401Compensating positionally unequal response of the pick-up or reproducing head

Definitions

  • the present invention is directed toward apparatus for providing signals representing an image of an object and, more particularly, toward method and apparatus for dynamically correcting image signals for variations in the illumination of the image or the detection of the image by the camera.
  • Systems for providing image signals typically include a camera positioned to be focused upon an object and constructed for providing image signals representing an image of the object.
  • these systems include cameras having an array of discrete charge coupled devices (“CCDs”) , referred to as pixels, for providing electrical signals wherein the magnitude of the electrical signal is indicative of the intensity of light incident upon each pixel.
  • CCDs discrete charge coupled devices
  • the plurality of signals can be used to represent an image of an object upon which the camera is focused.
  • illumination variation results from nonuniformity in illumination caused by optical element imperfections, dust collection, and positioning variations.
  • CCD variation results from two types of imperfections in the performance of the CCDs.
  • One performance imperfection results from size tolerance variations on the active area sensitive to light for each pixel. These size imperfections result in sensitivity variations between pixels on a given sensor that are mathematically equivalent to illumination variation.
  • Illumination variation whether caused by nonuniformity in illumination or by CCD size variations are corrected for using gain correction.
  • offset variation is caused by the dark current signal within the CCD, i.e., the current signal that is present at the CCD when no light is incident on the CCD.
  • the offset variation is determined as the magnitude of the signal from a pixel when no light is incident upon the pixel.
  • Illumination variation and offset variation present themselves as two types of errors in the resulting signal from each pixel. It is desirable, therefore, to provide method and apparatus for correcting image signals from a camera for illumination variation, resulting from nonuniformity in illumination and from CCD size variation. It is also desirable to provide method and apparatus for correcting image signals from a camera for offset variation resulting from CCD dark current.
  • the present invention comprises a circuit for real time correction of an image signal provided by a camera wherein the image signal represents the image of an object.
  • the camera may include a plurality of charge coupled devices for providing a respective plurality of pixel signals wherein the plurality of pixel signals combine to provide the image signal.
  • the circuit of the subject invention includes memory for storing a plurality of correction factors wherein each of the plurality of correction factors is associated with a respective one of the plurality of charge coupled devices.
  • the circuit also includes signal processing means for combining each of the plurality of correction factors with the respective one of the plurality of pixel signals with which it is associated.
  • the correction factors are related to the incident, unmodulated light and gain of the individual charge coupled devices and the signal processing circuit is a circuit constructed to multiply the correction factors by the plurality of pixel signals.
  • the signal processing circuit is a circuit constructed to multiply the correction factors by the plurality of pixel signals.
  • the correction factors are offset correction factors associated with the offsets of the plurality of charge coupled devices and the signal processing circuit is an adder for adding the plurality for offset correction factors to the plurality of pixel signals.
  • the apparatus includes a light assembly for providing light to illuminate the object and for providing a light signal indicative of the intensity of the light.
  • the signal processing circuit is further responsive to the light signal for altering the reference and offset factors so that the image signal is corrected for variations in the intensity of the light.
  • Figure 1 is an illustrative diagram of a camera system constructed in accordance with the present invention.
  • Figure 2 is a more detailed illustrative diagram of the data processor illustrated in Figure 1. Detailed Description of the Invention
  • the subject invention provides method and apparatus for dynamically correcting image signals from a camera for fixed pattern variation in gain, illumination, and offset.
  • a camera system 100 is illustrated in Figure 1.
  • the camera system 100 includes a CCD camera 102 for providing an image signal representing the image of an object.
  • the camera system 100 may be a camera system for obtaining and analyzing medical specimens.
  • the subject invention is applicable to camera systems 100 constructed for obtaining the image signal of a wide variety of transmissive objects.
  • the slide 104 is mounted to a motion controller 106 that provides a scan signal to a data processor 108 to indicate that the slide 104 is being moved into position for an image to be obtained.
  • the motion controller 106 may comprise any of a variety of suitable devices readily available to those skilled in the art.
  • An illumination system 112 includes a strobe light 114, a photodetector sensor 116, and a beam splitter 118.
  • the illumination system 112 may also include collector and projection optics 113, a lens and aperture 115, and a condenser lens and aperture 117, discussed in more detail below.
  • the strobe light 114 is responsive to a flash signal received from the data processor 108 for providing a flash of light.
  • the strobe light 114 is also responsive to an intensity signal for varying the intensity of the flash of light provided.
  • the data processor 108 is responsive to the scan signal for synchronizing the camera 102 and the strobe light 114 to gather the image.
  • Suitable strobe lights 114 for operation with the subject invention as described herein may be readily selected by those skilled in the art from a variety of strobe lights that are commercially available. Further, it will be apparent to those skilled in the art that, although the present invention is described by reference to a strobe light 114, for providing a flash of light, other devices constructed to provide a continuous source of light may be readily substituted there for without departing from the true scope and spirit of the subject invention.
  • the photodetector sensor 116 is constructed to receive a portion of the flash of light from the strobe light 114 via a beam splitter 118.
  • the beam splitter 118 may comprise any of a variety of devices commercially available for splitting a beam of light into component parts.
  • the photodetector sensor 116 is constructed to provide a light signal indicative of the intensity of light provided by the strobe light 114.
  • the light signal is coupled to the data processor 108 and is used for correcting the image signal received from the camera 102, as will be described in more detail below.
  • the collector and projection optics 113, the lens and aperture 115, and the condenser lens and aperture 117 are each provided for optically transmitting the flash of light from the strobe light 114 to the photodetector sensor 116 and the slide 104.
  • Standard elements appropriate for optically transmitting the flash of light are commercially available and may be readily selected by those skilled in the art. Additionally, it will be apparent to those skilled in the art that alternative arrangements for optically transmitting the flash of light from the strobe light 114 to the photodetector sensor 116 and the slide 104 may be provided without departing from the scope and spirit of the subject invention.
  • the camera 102 may comprise a video camera including a plurality of charge coupled devices for providing a plurality of signals wherein the plurality of signals may be combined to provide the image signal to the data processor 108.
  • the plurality of charge coupled devices also referred to as pixel elements, each provide a signal indicative of the intensity of light incident thereon.
  • the plurality of pixel elements are discrete one from another, they each have slightly different gain and offset characteristics that introduce minor inaccuracy in the resulting image signals. Additionally the unmodulated illumination incident on the CCD pixels is nonuniform and, therefore, further reduces the accuracy of the resulting image signals.
  • the data processor 108 includes circuitry for correcting the plurality of signals received from the pixel elements of the camera 102 for variation in offset, gain, and illumination nonuniformity between pixel elements.
  • a suitable correction circuit 200 is illustrated in Figure 2.
  • the circuit 200 includes an amplifier 202 for receiving and amplifying the image signal provided by the camera 102.
  • the amplifier 202 is coupled to a gain correction circuit 204 for correcting the image signal for pixel-to-pixel variation in gain and illumination.
  • the gain correction circuit 204 includes a gain unit 206 coupled to a multiplication circuit 208 and responsive to timing and control signals received from a control circuit 210 for multiplying the image signal by a plurality of predetermined gain factors.
  • the gain unit 206 comprises a memory unit coupled to a digital-to-analog converter for providing analog correction signals to the multiplication circuit 208.
  • the memory is selected to store predetermined correction factors.
  • the digital-to-analog converter is scaled so that its step resolution is less than
  • the image signal includes a plurality of signals obtained from an array of discrete charge coupled devices, or pixel elements, of the camera 102.
  • the gain and incident illumination of the plurality of charge coupled devices may vary slightly.
  • a plurality of gain correction factors are stored in the memory of the gain unit 206, each associated with a respective charge coupled device of the camera 102.
  • the control circuit 210 provides timing and control signals to the gain unit 206 so that each gain factor is multiplied by its respective portion of the image signal in the multiplier 208, thereby correcting each respective portion of the image signal for any variation in its respective charge coupled device or incident illumination and, thereby, substantially eliminating undesirable effects of gain variation or illumination nonuniformity from the resulting image signals.
  • an offset correction circuit 212 includes an offset unit 214 including an offset memory for storing a plurality of offset correction factor, each associated with a respective one of the plurality of charge coupled devices of the camera 102, and a digital-to-analog converter.
  • the offset correction circuit 212 includes an adder 216 for adding the image signal from the gain correction circuit 204 with the plurality of offset correction factors stored in the memory of the offset unit 214.
  • the offset unit 214 is responsive to timing and control signals received from the control circuit 210 for providing the offset correction factor to be added to the portion of the image signal associated with its respective charge coupled device.
  • the circuit described above provides apparatus for correcting the gain and offset of the signal received from each charge coupled device as the signal is provided by the camera 102.
  • the gain correction factors and the offset correction factors stored in the gain memory of the gain unit 206 and the offset memory of the offset unit 214, respectively can be determined in a variety of ways.
  • calibration slides 104 Figure 1 are provided so that the gain correction factors and offset correction factors can be determined and stored in the gain memory of the gain unit 206 and the offset memory of the offset unit 214, respectively.
  • many other methods and apparatus may be provided for determining the offset correction factors and the gain correction factors.
  • the dynamic range of the analog-to-digital converter 222 need not be sacrificed. As an example, if the correction were performed after the conversion, then a portion of the dynamic range of the analog-to-digital converter 222 would be unused for signal levels that were lower than the peak signal level. Accordingly, this portion of the range of the converter is essentially lost to the image signals.
  • the subject invention provides apparatus for varying the offset in response to variation in the intensity of light provided by the strobe light 114.
  • the photodetector sensor 116 provides the light signal to an integrator 218 or determining the total energy detected by the photodetector sensor 116.
  • the integrator 218 is sampled by a sample and hold circuit 220, the output of which is indicative of the energy provided by the strobe light 114 and, is therefore indicative of the energy provided to the slide 104.
  • the offset unit 214 is responsive to the signal provided by the sample and hold circuit 220 for varying the individual offset correction factors.
  • the reference input of the digital-to-analog converter of the offset unit 214 is coupled to receive the signal from the sample and hold circuit 220 so that variation in the intensity of light provided by the strobe light 114 will result in varying the reference for determining the conversion of the proper digital quantity to the analog signal.
  • This allows for variation in the offset as a function of the strobe intensity so that the offset may be selected to cover any range without sacrificing the dynamic range of the analog to digital circuit 222.
  • an analog-to-digital circuit 222 includes a reference input coupled to receive the light signal from the sample and hold circuit 220.
  • the analog-to-digital circuit 222 is constructed for converting the analog image signal received from the offset correction circuit 212 into a plurality of digital signals wherein the plurality of digital signals represent the image of the slide 104.
  • the dynamic range of the analog-to-digital convertor 222 is modulated in proportion to the intensity of light provided by the strobe light 114 so that variations in the intensity of light provided by the strobe light will not affect the image signals, and so that the image signal is a direct measure of the transmissivity of the specimen, independent of the intensity of light provided by the strobe light 114.

Abstract

A circuit for correcting an image signal received from a camera (102) which includes a plurality of charge coupled devices (102) each for providing a light (112) signal indicative of the intensity of light incident thereon; the plurality of light signals are indicative of an image received by the camera (102). A correction circuit (212) includes a gain memory (206) for storing a plurality of gain correction factors each associated with a respective charge coupled device, and an offset memory (214) for storing a plurality of offset correction factors each associated with a respective one of the plurality of charged coupled devices (102). The gain memory (206) is responsive to a control circuit (210) for multiplying (208) the plurality of electric signals by the appropriate gain correction factor. Similarly, the offset memory (214) is responsive to a control circuit (210) for adding (216) the appropriate one of the plurality of offset correction factors with the signal from its respective charge coupled device (102).

Description

Description
METHOD AND APPARATUS FOR DYNAMIC CORRECTION OF MICROSCOPIC IMAGE SIGNALS
Technical Field
The present invention is directed toward apparatus for providing signals representing an image of an object and, more particularly, toward method and apparatus for dynamically correcting image signals for variations in the illumination of the image or the detection of the image by the camera. Background of the Invention
Systems for providing image signals typically include a camera positioned to be focused upon an object and constructed for providing image signals representing an image of the object. Typically, these systems include cameras having an array of discrete charge coupled devices ("CCDs") , referred to as pixels, for providing electrical signals wherein the magnitude of the electrical signal is indicative of the intensity of light incident upon each pixel. By properly timing the manner that the plurality of signals are obtained from the camera, the plurality of signals can be used to represent an image of an object upon which the camera is focused.
However, several factors contribute to fixed pattern variations of the plurality of discrete pixel elements imaged by the camera. One factor, referred to herein as illumination variation, results from nonuniformity in illumination caused by optical element imperfections, dust collection, and positioning variations. Another factor, referred to herein as CCD variation, results from two types of imperfections in the performance of the CCDs. One performance imperfection results from size tolerance variations on the active area sensitive to light for each pixel. These size imperfections result in sensitivity variations between pixels on a given sensor that are mathematically equivalent to illumination variation. Illumination variation, whether caused by nonuniformity in illumination or by CCD size variations are corrected for using gain correction.
Another factor that contributes to fixed pattern variations is also caused by CCD performance imperfections. This factor is referred to as offset variation and is caused by the dark current signal within the CCD, i.e., the current signal that is present at the CCD when no light is incident on the CCD. The offset variation is determined as the magnitude of the signal from a pixel when no light is incident upon the pixel. Illumination variation and offset variation present themselves as two types of errors in the resulting signal from each pixel. It is desirable, therefore, to provide method and apparatus for correcting image signals from a camera for illumination variation, resulting from nonuniformity in illumination and from CCD size variation. It is also desirable to provide method and apparatus for correcting image signals from a camera for offset variation resulting from CCD dark current.
Further, in order to obtain a plurality of signals from the array of pixel elements that most accurately represent an image of the object, it is necessary to correct each pixel for the above mentioned variations in offset and illumination. Most prior art systems for collecting image signals have attempted to provide data processing methods for correcting the plurality of signals. However, these methods cannot be performed at the same speed that the signals are obtained from the camera and, therefore, introduce significant delay in the time required to obtain an image signal. Further, these methods are also not accurate. Accordingly, it is desirable to provide method and apparatus for correcting a plurality of signals from a CCD camera wherein the correction can be made rapidly while the plurality of signals are obtained from the camera and wherein the correction is made prior to the analog-to-digital conversion, to utilize the maximum number of quantization steps to measure signal levels. -
Summary of the Invention ~~~
The present invention comprises a circuit for real time correction of an image signal provided by a camera wherein the image signal represents the image of an object. The camera may include a plurality of charge coupled devices for providing a respective plurality of pixel signals wherein the plurality of pixel signals combine to provide the image signal. The circuit of the subject invention includes memory for storing a plurality of correction factors wherein each of the plurality of correction factors is associated with a respective one of the plurality of charge coupled devices. The circuit also includes signal processing means for combining each of the plurality of correction factors with the respective one of the plurality of pixel signals with which it is associated. In a first presently preferred embodiment of the invention, the correction factors are related to the incident, unmodulated light and gain of the individual charge coupled devices and the signal processing circuit is a circuit constructed to multiply the correction factors by the plurality of pixel signals. In a second presently preferred - -
embodiment of the invention, the correction factors are offset correction factors associated with the offsets of the plurality of charge coupled devices and the signal processing circuit is an adder for adding the plurality for offset correction factors to the plurality of pixel signals.
In still another embodiment of the invention, the apparatus includes a light assembly for providing light to illuminate the object and for providing a light signal indicative of the intensity of the light. The signal processing circuit is further responsive to the light signal for altering the reference and offset factors so that the image signal is corrected for variations in the intensity of the light.
Brief Description of the Drawings
Figure 1 is an illustrative diagram of a camera system constructed in accordance with the present invention; and . Figure 2 is a more detailed illustrative diagram of the data processor illustrated in Figure 1. Detailed Description of the Invention
The subject invention provides method and apparatus for dynamically correcting image signals from a camera for fixed pattern variation in gain, illumination, and offset. A camera system 100 is illustrated in Figure 1. The camera system 100 includes a CCD camera 102 for providing an image signal representing the image of an object. As an example, the camera system 100 may be a camera system for obtaining and analyzing medical specimens. However, those skilled in the art will appreciate that the subject invention is applicable to camera systems 100 constructed for obtaining the image signal of a wide variety of transmissive objects.
The slide 104 is mounted to a motion controller 106 that provides a scan signal to a data processor 108 to indicate that the slide 104 is being moved into position for an image to be obtained. The motion controller 106 may comprise any of a variety of suitable devices readily available to those skilled in the art.
An illumination system 112 includes a strobe light 114, a photodetector sensor 116, and a beam splitter 118. The illumination system 112 may also include collector and projection optics 113, a lens and aperture 115, and a condenser lens and aperture 117, discussed in more detail below. The strobe light 114 is responsive to a flash signal received from the data processor 108 for providing a flash of light. The strobe light 114 is also responsive to an intensity signal for varying the intensity of the flash of light provided. The data processor 108 is responsive to the scan signal for synchronizing the camera 102 and the strobe light 114 to gather the image. Suitable strobe lights 114 for operation with the subject invention as described herein may be readily selected by those skilled in the art from a variety of strobe lights that are commercially available. Further, it will be apparent to those skilled in the art that, although the present invention is described by reference to a strobe light 114, for providing a flash of light, other devices constructed to provide a continuous source of light may be readily substituted there for without departing from the true scope and spirit of the subject invention.
The photodetector sensor 116 is constructed to receive a portion of the flash of light from the strobe light 114 via a beam splitter 118. The beam splitter 118 may comprise any of a variety of devices commercially available for splitting a beam of light into component parts. The photodetector sensor 116 is constructed to provide a light signal indicative of the intensity of light provided by the strobe light 114. The light signal is coupled to the data processor 108 and is used for correcting the image signal received from the camera 102, as will be described in more detail below. The collector and projection optics 113, the lens and aperture 115, and the condenser lens and aperture 117 are each provided for optically transmitting the flash of light from the strobe light 114 to the photodetector sensor 116 and the slide 104. Standard elements appropriate for optically transmitting the flash of light are commercially available and may be readily selected by those skilled in the art. Additionally, it will be apparent to those skilled in the art that alternative arrangements for optically transmitting the flash of light from the strobe light 114 to the photodetector sensor 116 and the slide 104 may be provided without departing from the scope and spirit of the subject invention. The camera 102 may comprise a video camera including a plurality of charge coupled devices for providing a plurality of signals wherein the plurality of signals may be combined to provide the image signal to the data processor 108. As is known in the art, the plurality of charge coupled devices, also referred to as pixel elements, each provide a signal indicative of the intensity of light incident thereon. However, since the plurality of pixel elements are discrete one from another, they each have slightly different gain and offset characteristics that introduce minor inaccuracy in the resulting image signals. Additionally the unmodulated illumination incident on the CCD pixels is nonuniform and, therefore, further reduces the accuracy of the resulting image signals. Accordingly, the data processor 108 includes circuitry for correcting the plurality of signals received from the pixel elements of the camera 102 for variation in offset, gain, and illumination nonuniformity between pixel elements. A suitable correction circuit 200 is illustrated in Figure 2. The circuit 200 includes an amplifier 202 for receiving and amplifying the image signal provided by the camera 102. The amplifier 202 is coupled to a gain correction circuit 204 for correcting the image signal for pixel-to-pixel variation in gain and illumination. The gain correction circuit 204 includes a gain unit 206 coupled to a multiplication circuit 208 and responsive to timing and control signals received from a control circuit 210 for multiplying the image signal by a plurality of predetermined gain factors. The gain unit 206 comprises a memory unit coupled to a digital-to-analog converter for providing analog correction signals to the multiplication circuit 208. The memory is selected to store predetermined correction factors. The digital-to-analog converter is scaled so that its step resolution is less than
^that of the analog-to-digital converter 222. This allows the correction to be placed reasonably centered within the analog-to-digital converter step size and results in accurate correction without sacrificing the dynamic range of the analog-to-digital converter 222.
As discussed above, the image signal includes a plurality of signals obtained from an array of discrete charge coupled devices, or pixel elements, of the camera 102. As also discussed above, the gain and incident illumination of the plurality of charge coupled devices may vary slightly. Accordingly, a plurality of gain correction factors are stored in the memory of the gain unit 206, each associated with a respective charge coupled device of the camera 102. The control circuit 210 provides timing and control signals to the gain unit 206 so that each gain factor is multiplied by its respective portion of the image signal in the multiplier 208, thereby correcting each respective portion of the image signal for any variation in its respective charge coupled device or incident illumination and, thereby, substantially eliminating undesirable effects of gain variation or illumination nonuniformity from the resulting image signals.
Similarly, an offset correction circuit 212 includes an offset unit 214 including an offset memory for storing a plurality of offset correction factor, each associated with a respective one of the plurality of charge coupled devices of the camera 102, and a digital-to-analog converter. The offset correction circuit 212 includes an adder 216 for adding the image signal from the gain correction circuit 204 with the plurality of offset correction factors stored in the memory of the offset unit 214. The offset unit 214 is responsive to timing and control signals received from the control circuit 210 for providing the offset correction factor to be added to the portion of the image signal associated with its respective charge coupled device.
Accordingly, the circuit described above provides apparatus for correcting the gain and offset of the signal received from each charge coupled device as the signal is provided by the camera 102. It will be apparent to those skilled in the art that the gain correction factors and the offset correction factors stored in the gain memory of the gain unit 206 and the offset memory of the offset unit 214, respectively, can be determined in a variety of ways. In a presently preferred embodiment of the invention, calibration slides 104 (Figure 1) are provided so that the gain correction factors and offset correction factors can be determined and stored in the gain memory of the gain unit 206 and the offset memory of the offset unit 214, respectively. However, those skilled in the art will appreciate that many other methods and apparatus may be provided for determining the offset correction factors and the gain correction factors.
Further, it will be apparent to those skilled in the art that since the gain and offset correction are performed on analog signals, prior to the conversion by the analog-to-digital converter 222, the dynamic range of the analog-to-digital converter 222 need not be sacrificed. As an example, if the correction were performed after the conversion, then a portion of the dynamic range of the analog-to-digital converter 222 would be unused for signal levels that were lower than the peak signal level. Accordingly, this portion of the range of the converter is essentially lost to the image signals.
Still further, the subject invention provides apparatus for varying the offset in response to variation in the intensity of light provided by the strobe light 114. The photodetector sensor 116 provides the light signal to an integrator 218 or determining the total energy detected by the photodetector sensor 116. The integrator 218 is sampled by a sample and hold circuit 220, the output of which is indicative of the energy provided by the strobe light 114 and, is therefore indicative of the energy provided to the slide 104. The offset unit 214 is responsive to the signal provided by the sample and hold circuit 220 for varying the individual offset correction factors. To this end, the reference input of the digital-to-analog converter of the offset unit 214 is coupled to receive the signal from the sample and hold circuit 220 so that variation in the intensity of light provided by the strobe light 114 will result in varying the reference for determining the conversion of the proper digital quantity to the analog signal. This allows for variation in the offset as a function of the strobe intensity so that the offset may be selected to cover any range without sacrificing the dynamic range of the analog to digital circuit 222.
In similar fashion, an analog-to-digital circuit 222 includes a reference input coupled to receive the light signal from the sample and hold circuit 220. The analog-to-digital circuit 222 is constructed for converting the analog image signal received from the offset correction circuit 212 into a plurality of digital signals wherein the plurality of digital signals represent the image of the slide 104. Since the reference input of the analog-to-digital circuit 222 receives the light signal from the sample and hold circuit 220, the dynamic range of the analog-to-digital convertor 222 is modulated in proportion to the intensity of light provided by the strobe light 114 so that variations in the intensity of light provided by the strobe light will not affect the image signals, and so that the image signal is a direct measure of the transmissivity of the specimen, independent of the intensity of light provided by the strobe light 114. It will be apparent to those skilled in the art that although only several presently preferred embodiments of the invention have been described in detail herein, many modifications and variations may be provided without departing from the true scope" and spirit of the invention. Accordingly, the invention is not limited except as by the appended claims. What is claimed is:

Claims

Claims 1. Apparatus for correcting an image signal provided by a camera (102) wherein the image signal represents the measured transmissivity of an object, said apparatus comprising: light means (112) for providing light to illuminate the object and for providing a light signal indicative of the intensity of said light; and data processing means (108) responsive to said light signal for correcting said image signal so that said image signal is corrected for variations in the intensity of said light.
2. The apparatus as recited in claim 1 wherein said data processing means 108 comprises an analog-to-digital converter (222) having an analog input for receiving the image signals and a reference input for receiving said light signal, said analog-to-digital converter (222) output providing the corrected image signals.
3. The apparatus as recited in claim 1 wherein the camera (102) includes a plurality of charge coupled devices for providing a respective plurality of pixel signals and wherein the plurality of pixel signals combine to provide the image signal, said data processing means (108) comprising: offset correction means (212) for storing a plurality of offset factors, each associated with a respective one of said plurality of charge coupled devices (102) , said offset correction means (212) being further constructed to combine said plurality of offset factors with the respective ones of the plurality of pixel signals to thereby correct the image signal for variation in offsets between the plurality of charge coupled devices (102) .
4. The apparatus as recited in claim 3 wherein said offset correction means (212) further comprises means responsive to said light signal for varying the value of said plurality of offset correction factors.
5. The apparatus as recited in claim 3 wherein said offset correction means (212) further comprises: memory means for storing said plurality of offset correction factors; and a digital-to-analog converter (222) having a digital input for receiving the plurality of offset correction factors and a reference input for receiving said light signal, said digital-to-analog converter (222) output providing the plurality of offset correction factors varied in response to the light signal.
6. The apparatus as recited in claim 1 wherein the camera (102) includes a plurality of charge coupled devices (102) for providing a respective plurality of pixel signals wherein the plurality of pixel signals combine to provide the image signal, said data processing means (108) comprises: gain correction means (204) for storing a plurality of gain factors, each associated with a respective one of said plurality of charge coupled devices (102), said gain correction means (204, 208) being further constructed to multiply (208) said plurality of gain factors by the respective ones of the plurality of pixel signals to thereby correct the image signal for variations in the sensitivity and incident illumination (112) of the plurality of charge coupled devices (102) .
7. The apparatus as recited in claim 6, further comprising: offset correction means (212) for storing 3 plurality of offset factors, each associated with a respective one of said plurality of charge coupled devices (102) , said offset correction means (212) being further constructed to add said plurality of offset factors to the respective ones of the plurality of pixel signals to thereby correct the image signal for variation in offsets between the plurality of charge coupled devices (102) .
8. The apparatus as recited in claim 7 wherein said offset correction means (212) further comprises means responsive to said light signal for varying the value of said plurality of offset correction factors.
9. The apparatus as recited in claim 7 wherein said offset correction means (212) further comprises: memory means (214) for storing said plurality of offset correction factors; and a digital-to-analog converter (222) having a digital input for receiving the plurality of offset correction factors and a reference input for receiving said light signal, said digital-to-analog converter (222) output providing the plurality of offset correction factors varied in response to the light signal.
10. A circuit for correcting an image signal provided by a camera (102) wherein the image signal represents the image of an object and wherein the camera (102) includes a plurality of charge coupled devices (102) for providing a respective plurality of pixel signals wherein the plurality of pixel signals combine to provide the image signal, said apparatus comprising: memory means (206) for storing a plurality of correction factors wherein each of said plurality of correction factors is associated with a respective one of the plurality charge coupled devices (102) ; and signal processing means (200) for combining each of said plurality of correction factors with the respective one of the plurality of pixel signals with which it is associated.
11. The circuit as recited in claim 10 wherein said signal processing means (200) further comprises means (216) for adding said plurality of correction factors to the plurality of pixel signals.
12. The circuit as recited in claim 10 wherein said signal processing means (200) further comprises means (208) for multiplying said plurality of correction factors by said plurality of pixel signals.
13. The circuit as recited in claim 10 wherein said memory means (206) comprises means for storing a plurality of gain correction factors each associated with a respective one of the plurality of charge coupled devices (102) and a plurality offset correction factors each associated with a respective one of the plurality of charge coupled devices (102) .
14. The circuit as recited in claim 13 wherein said signal processing means (200) comprises: an adder (216) for adding said plurality of " 5 offset correction factors to the plurality of pixel signals; and a multiplier (208) for multiplying the plurality of gain correction factors by the plurality of pixel signals. 10
15. The circuit as recited in claim 10, further comprising: light means (112) for providing light to illuminate the object and for providing a light 15 signal indicative of the intensity of said light, said signal processing means (200) being responsive to said light signal for altering said plurality of correction factors.
PCT/US1993/001442 1992-02-18 1993-02-18 Method and apparatus for dynamic correction of microscopic image signals WO1993016551A1 (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
JP5514348A JP2954704B2 (en) 1992-02-18 1993-02-18 Dynamic correction method and apparatus for minute image signal
AU37233/93A AU670265B2 (en) 1992-02-18 1993-02-18 Method and apparatus for dynamic correction of microscopic image signals
EP93906050A EP0627151A4 (en) 1992-02-18 1993-02-18 Method and apparatus for dynamic correction of microscopic image signals.

Applications Claiming Priority (2)

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US07/838,065 US5361140A (en) 1992-02-18 1992-02-18 Method and apparatus for dynamic correction of microscopic image signals
US07/838,065 1992-02-18

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Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0782715A1 (en) * 1994-09-20 1997-07-09 Neopath, Inc. Cytological system autofocus integrity checking apparatus
EP0809911A1 (en) * 1994-09-07 1997-12-03 Neopath, Inc. Method and apparatus for rapid capture of focused microscopic images
EP0860987A2 (en) * 1997-02-22 1998-08-26 Eastman Kodak Company Method and apparatus for scanning in slides

Families Citing this family (47)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5455622A (en) * 1994-06-21 1995-10-03 Eastman Kodak Company Signal processing apparatus and method for offset compensation of CCD signals
US5715326A (en) * 1994-09-08 1998-02-03 Neopath, Inc. Cytological system illumination integrity checking apparatus and method
US5740269A (en) * 1994-09-20 1998-04-14 Neopath, Inc. Method and apparatus for robust biological specimen classification
US5638459A (en) * 1994-09-20 1997-06-10 Neopath, Inc. Method and apparatus for detecting a microscope slide coverslip
US5692066A (en) * 1994-09-20 1997-11-25 Neopath, Inc. Method and apparatus for image plane modulation pattern recognition
US5627908A (en) * 1994-09-20 1997-05-06 Neopath, Inc. Method for cytological system dynamic normalization
WO1996009600A1 (en) * 1994-09-20 1996-03-28 Neopath, Inc. Apparatus for identification and integration of multiple cell patterns
US5566249A (en) * 1994-09-20 1996-10-15 Neopath, Inc. Apparatus for detecting bubbles in coverslip adhesive
CA2200457C (en) * 1994-09-20 2001-08-14 Shih-Jong J. Lee Biological analysis system self-calibration apparatus
US5715327A (en) * 1994-09-20 1998-02-03 Neopath, Inc. Method and apparatus for detection of unsuitable conditions for automated cytology scoring
WO1996010237A1 (en) * 1994-09-20 1996-04-04 Neopath, Inc. Biological specimen analysis system processing integrity checking apparatus
US5581631A (en) * 1994-09-20 1996-12-03 Neopath, Inc. Cytological system image collection integrity checking apparatus
US5757954A (en) * 1994-09-20 1998-05-26 Neopath, Inc. Field prioritization apparatus and method
AU3490695A (en) * 1994-09-20 1996-04-09 Neopath, Inc. Cytological slide scoring apparatus
US5978497A (en) * 1994-09-20 1999-11-02 Neopath, Inc. Apparatus for the identification of free-lying cells
JPH10506202A (en) * 1994-09-20 1998-06-16 ネオパス,インク. Equipment for stabilizing and homogenizing lighting
AU3586195A (en) * 1994-09-20 1996-04-09 Neopath, Inc. Apparatus for automated identification of cell groupings on a biological specimen
AU3629295A (en) * 1994-09-20 1996-04-09 Neopath, Inc. Apparatus for automated identification of thick cell groupings on a biological specimen
WO1996010801A1 (en) * 1994-09-30 1996-04-11 Neopath, Inc. Method and apparatus for highly efficient computer aided screening
US5726771A (en) * 1994-10-31 1998-03-10 Hewlett-Packard Company System and method for optimizing tonal resolution in an optical scanner
US5671288A (en) * 1995-05-31 1997-09-23 Neopath, Inc. Method and apparatus for assessing slide and specimen preparation quality
US5625706A (en) * 1995-05-31 1997-04-29 Neopath, Inc. Method and apparatus for continously monitoring and forecasting slide and specimen preparation for a biological specimen population
US5619428A (en) * 1995-05-31 1997-04-08 Neopath, Inc. Method and apparatus for integrating an automated system to a laboratory
US6252979B1 (en) 1995-06-07 2001-06-26 Tripath Imaging, Inc. Interactive method and apparatus for sorting biological specimens
US5787208A (en) * 1995-06-07 1998-07-28 Neopath, Inc. Image enhancement method and apparatus
US5745601A (en) * 1995-07-31 1998-04-28 Neopath, Inc. Robustness of classification measurement apparatus and method
US5642433A (en) * 1995-07-31 1997-06-24 Neopath, Inc. Method and apparatus for image contrast quality evaluation
US5621519A (en) * 1995-07-31 1997-04-15 Neopath, Inc. Imaging system transfer function control method and apparatus
US5699794A (en) * 1995-12-19 1997-12-23 Neopath, Inc. Apparatus for automated urine sediment sample handling
US6072603A (en) * 1996-02-26 2000-06-06 Eastman Kodak Company Multiple output CCD image block balancing
JPH09331451A (en) * 1996-06-11 1997-12-22 Mita Ind Co Ltd Image reader
JP3763901B2 (en) * 1996-10-17 2006-04-05 富士写真フイルム株式会社 Image information reader
US5937103A (en) * 1997-01-25 1999-08-10 Neopath, Inc. Method and apparatus for alias free measurement of optical transfer function
US6122397A (en) * 1997-07-03 2000-09-19 Tri Path Imaging, Inc. Method and apparatus for maskless semiconductor and liquid crystal display inspection
US6148099A (en) * 1997-07-03 2000-11-14 Neopath, Inc. Method and apparatus for incremental concurrent learning in automatic semiconductor wafer and liquid crystal display defect classification
US6130967A (en) * 1997-07-03 2000-10-10 Tri Path Imaging, Inc. Method and apparatus for a reduced instruction set architecture for multidimensional image processing
US5959726A (en) * 1997-07-25 1999-09-28 Neopath, Inc. Modulation transfer function test compensation for test pattern duty cycle
US6198839B1 (en) 1997-09-05 2001-03-06 Tripath Imaging, Inc. Dynamic control and decision making method and apparatus
DE19751465C2 (en) * 1997-11-20 1999-09-02 Agfa Gevaert Ag Device and method for determining sensitivity values for copying an image taken with a digital camera and device for copying an image onto copying material
US6181811B1 (en) 1998-01-13 2001-01-30 Neopath, Inc. Method and apparatus for optimizing biological and cytological specimen screening and diagnosis
US6628334B1 (en) * 1998-06-23 2003-09-30 Intel Corporation Method and apparatus for improving image signals
US6665060B1 (en) * 1999-10-29 2003-12-16 Cytyc Corporation Cytological imaging system and method
US7369304B2 (en) * 1999-10-29 2008-05-06 Cytyc Corporation Cytological autofocusing imaging systems and methods
CN1244222C (en) * 2001-08-22 2006-03-01 佳能株式会社 Processing of signals from an image sensor consisting of a plurality of sensor areas
US7251065B2 (en) * 2002-01-31 2007-07-31 Eastman Kodak Company Image color balance for scanners using an illumination spectral sensor
US20030174235A1 (en) * 2002-03-14 2003-09-18 Creo Il. Ltd. Method and apparatus for composing flat lighting and correcting for lighting non-uniformity
TWI315811B (en) * 2006-03-27 2009-10-11 Avision Inc Signal compensation circuit and related method for processing dc offsets in an analog manner

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS594272A (en) * 1982-06-29 1984-01-11 Fujitsu Ltd Uneven density correcting system
US4980778A (en) * 1989-05-11 1990-12-25 At&T Bell Laboratories Method for correcting nonuniformities in pixel output level for a line scanner
US5084772A (en) * 1986-10-31 1992-01-28 Fuji Photo Film Co., Ltd. Shading correcting method in image reading device

Family Cites Families (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US3800078A (en) * 1972-12-18 1974-03-26 Ibm Digitally compensated scanning system
US4216503A (en) * 1979-03-26 1980-08-05 Xerox Corporation Signal restoration and gain control for image viewing devices
US4860108A (en) * 1986-12-29 1989-08-22 Minolta Camera Kabushiki Kaisha Image sensing device for an electronic still camera
US4954897A (en) * 1987-05-22 1990-09-04 Nikon Corporation Electronic still camera system with automatic gain control of image signal amplifier before image signal recording
JPH0628396B2 (en) * 1987-09-25 1994-04-13 旭光学工業株式会社 Electronic still camera
US5162644A (en) * 1988-03-14 1992-11-10 Hitachi, Ltd. Contact type image sensor having photoelectric conversion elements to reduce signal variation caused by luminous intensity variation of light source
US4920428A (en) * 1988-07-08 1990-04-24 Xerox Corporation Offset, gain and bad pixel correction in electronic scanning arrays
US5101271A (en) * 1990-03-30 1992-03-31 Hughes Aircraft Company Image restoration and faulty sensor detection and compensation system and process
US5036186A (en) * 1990-04-26 1991-07-30 Acer Incorporated Shading correction system for use with an optical scanner
US5204761A (en) * 1991-03-18 1993-04-20 Xerox Corporation Pixel by pixel offset and gain correction in analog data from scanning arrays

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPS594272A (en) * 1982-06-29 1984-01-11 Fujitsu Ltd Uneven density correcting system
US5084772A (en) * 1986-10-31 1992-01-28 Fuji Photo Film Co., Ltd. Shading correcting method in image reading device
US4980778A (en) * 1989-05-11 1990-12-25 At&T Bell Laboratories Method for correcting nonuniformities in pixel output level for a line scanner

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
See also references of EP0627151A4 *

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0809911A1 (en) * 1994-09-07 1997-12-03 Neopath, Inc. Method and apparatus for rapid capture of focused microscopic images
EP0809911A4 (en) * 1994-09-07 1999-10-06 Neopath Inc Method and apparatus for rapid capture of focused microscopic images
EP0782715A1 (en) * 1994-09-20 1997-07-09 Neopath, Inc. Cytological system autofocus integrity checking apparatus
EP0782715A4 (en) * 1994-09-20 1999-10-20 Neopath Inc Cytological system autofocus integrity checking apparatus
EP0860987A2 (en) * 1997-02-22 1998-08-26 Eastman Kodak Company Method and apparatus for scanning in slides
EP0860987A3 (en) * 1997-02-22 1998-11-11 Eastman Kodak Company Method and apparatus for scanning in slides

Also Published As

Publication number Publication date
JPH07504303A (en) 1995-05-11
AU3723393A (en) 1993-09-03
CA2130337C (en) 1998-05-05
JP2954704B2 (en) 1999-09-27
EP0627151A4 (en) 1995-02-01
CA2130337A1 (en) 1993-08-19
EP0627151A1 (en) 1994-12-07
AU670265B2 (en) 1996-07-11
US5361140A (en) 1994-11-01

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