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GB2373388A - Optical tracking - Google Patents

Optical tracking Download PDF

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Publication number
GB2373388A
GB2373388A GB0124423A GB0124423A GB2373388A GB 2373388 A GB2373388 A GB 2373388A GB 0124423 A GB0124423 A GB 0124423A GB 0124423 A GB0124423 A GB 0124423A GB 2373388 A GB2373388 A GB 2373388A
Authority
GB
United Kingdom
Prior art keywords
probe
orientation
ultrasound
visible object
visible
Prior art date
Legal status (The legal status 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 status listed.)
Withdrawn
Application number
GB0124423A
Other versions
GB0124423D0 (en
Inventor
Patricia Roberts
Edmund Sparks
Chris Harris
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Roke Manor Research Ltd
Original Assignee
Roke Manor Research Ltd
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 Roke Manor Research Ltd filed Critical Roke Manor Research Ltd
Priority to AU2002222102A priority Critical patent/AU2002222102A1/en
Priority to US10/432,867 priority patent/US6926673B2/en
Priority to PCT/GB2001/005272 priority patent/WO2002044749A1/en
Publication of GB0124423D0 publication Critical patent/GB0124423D0/en
Publication of GB2373388A publication Critical patent/GB2373388A/en
Withdrawn legal-status Critical Current

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Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S3/00Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received
    • G01S3/78Direction-finders for determining the direction from which infrasonic, sonic, ultrasonic, or electromagnetic waves, or particle emission, not having a directional significance, are being received using electromagnetic waves other than radio waves
    • G01S3/782Systems for determining direction or deviation from predetermined direction
    • G01S3/785Systems for determining direction or deviation from predetermined direction using adjustment of orientation of directivity characteristics of a detector or detector system to give a desired condition of signal derived from that detector or detector system
    • G01S3/786Systems for determining direction or deviation from predetermined direction using adjustment of orientation of directivity characteristics of a detector or detector system to give a desired condition of signal derived from that detector or detector system the desired condition being maintained automatically
    • G01S3/7864T.V. type tracking systems
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S15/00Systems using the reflection or reradiation of acoustic waves, e.g. sonar systems
    • G01S15/88Sonar systems specially adapted for specific applications
    • G01S15/89Sonar systems specially adapted for specific applications for mapping or imaging
    • G01S15/8906Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques
    • G01S15/8934Short-range imaging systems; Acoustic microscope systems using pulse-echo techniques using a dynamic transducer configuration
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S5/00Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations
    • G01S5/16Position-fixing by co-ordinating two or more direction or position line determinations; Position-fixing by co-ordinating two or more distance determinations using electromagnetic waves other than radio waves
    • G01S5/163Determination of attitude

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  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • General Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Acoustics & Sound (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Ultra Sonic Daignosis Equipment (AREA)

Abstract

A method for tracking the position and orientation of an ultrasound beam emitted from an ultrasound probe comprises the steps of: storing a model of the visible object in a memory of an optical tracking system; viewing the object with a camera; calculating the position and orientation of the visible object, from the stored model and camera output; and calculating the position and orientation of the ultrasound beam from the known position of the beam relative to the visible object and the position an orientation of the visible object. The model may be used to generate an expected image of the visible object in an estimated position and orientation. The probe may be attached to a biopsy needle.

Description

OPTICAL TRACKING SYSTEMS The present invention relates to optical tracking systems. More particularly, it relates to optical tracking devices allowing the location of certain objects to be calculated, which objects cannot themselves be optically tracked.
For example, when an ultrasound probe is in use, possibly for the production of a three-dimensional ultrasound image, the ultrasound beam cannot itself be visually tracked, as it is invisible. In another situation, an ultrasound probe may be used for industrial non-destructive testing. This will encounter the same problems of invisibility of the ultrasound beam.
The present invention therefore addresses these problems and aims to provide optical tracking methods and apparatus for equipment, such as probes, for which the locations of the points of measurement or the points of effect, such as ultrasound beams, are not directly measurable, but are in a known geometric relationship to a part of the equipment whose position and orientation can be measured.
The present invention accordingly provides a method for tracking the position and orientation of an ultrasound beam emitted from an ultrasound probe, the ultrasound beam bearing a geometric relationship to a visible object, comprising the steps of: storing a model of the visible object in a memory of an optical tracking system; calculating the position and orientation of the visible object; and calculating the position and orientation of the ultrasound beam by applying the geometric relationship to the deduced position and orientation of the visible object.
The position and orientation of the visible object may itself comprise the steps of: estimating a position and orientation of the visible object; generating an estimated image of the visible object in the estimated position and orientation; comparing the estimated image with a video image of the visible object; and adjusting the estimated image by adjusting the estimated position and orientation, until the estimated image corresponds to the video image, thereby deducing the actual position and orientation of the visible object.
The calculated position and orientation of the ultrasound beam may be expressed in co-ordinates expressed with respect to an observer. The method may then further comprise the step of translating the calculated position and orientation into a position and orientation expressed with reference to an object under test.
The method may further comprise a calibration step in which the geometric relationship between the ultrasound beam and the visible object is deduced.
The visible object may comprise a visually distinct object, being one of: a marker attached to a visible part of the probe; visual markings on the surface of the probe; or the shape and profile of the probe itself.
A plurality of ultrasound beams may be simultaneously tracked.
In an embodiment of the invention, the probe is a scanning ultrasound probe producing two-dimensional images, the ultrasound beam is planar and the visible object is a visible part of the probe, wherein: the probe is moved across an object to be scanned; the position and attitude of the probe is measured and recorded as a function of time; images produced by the probe are recorded as a function of time; and the recorded positions, attitudes and images are combined to produce a three dimensional image of the scanned object.
A further probe may also be tracked, in which case the relative position and orientation of the ultrasound beam and the point of effect of the further probe may each be calculated.
In such an embodiment of the present invention, the further probe may be a biopsy needle. The method may then comprise moving the ultrasound probe across a body to be scanned; measuring the position and attitude of the ultrasound probe; measuring the position and attitude of the biopsy needle; calculating the positions and attitudes of the ultrasound beam and the tip of the biopsy needle; and displaying the position of the biopsy needle on the image provided by the ultrasound scanner.
These, and other, features, characteristics and advantages of the present invention will become more apparent with reference to the following description of certain embodiments of the present invention, given by way of examples only, with reference to the accompanying drawings in which: Fig. 1 shows a modelled image and a video image of a tracked object; and Fig. 2 shows possible differences between the modelled image and the observed video image.
In order to track the location of the point of measurement or the point of effect of equipment such as probes, the position and orientation of a part of the equipment whose position and orientation can be measured may be tracked. The required point of measurement or effect can then be calculated if it bears a known geometric relationship to the position and orientation of the part of the equipment whose position and orientation can be measured.
In an example, the position and orientation of a handle of a biopsy needle may be tracked, and the position and orientation of the point of effect, at the end of the needle, may be calculated according to the known geometry of the needle.
A three-dimensional video tracking system may be employed to determine the position and orientation of a visible part of the equipment. An example of a suitable system is described in UK Patent GB 2 246 261. The system described in that document involves the comparison of a modelled image, based on a previously stored model of the tracked object in conjunction with an assumed location and orientation of the object, with a video image of the object. By calculating the differences in position of various reference points on the model and the corresponding points on the video image, the actual position and orientation of the tracked object may be calculated. As described in that document, the modelled image may be adjusted until it matches the video image. Alternatively, as described therein with reference to aircraft navigation, the position (flight path) of the observer
(video camera) may be adjusted until the video image matches the modelled image. By repeatedly comparing the images and adjusting the modelled image, the location and orientation of the equipment may be tracked.
Other types of video tracking system may be employed in the system of the present invention, but the system used must be able to use data from video imagery to continuously track, and calculate the position and orientation of, visually distinct rigid objects for which 3D models are available.
The visually distinct object tracked by a tracking system may be: a marker attached to the visible part of the equipment (such as a probe); visual markings such as a printed pattern or symbol on the surface of the equipment; or the shape and profile of the equipment itself.
A probe may be powered, in which case a light emitting means such as one or more LED's may be attached to it, and the light emitting means may be used as a marker for tracking the position and orientation of the probe. Alternatively, an unpowered probe may be used, and ambient or directed light may be employed to illuminate the object, to render visible the marker, markings or shape and profile of the probe.
Fig. 1 schematically shows a modelled image 1 and a video image 2 of a handle of a biopsy needle. In the present case, the profile of the handle itself is used as the marker. Four visible comers may be used as reference points, calculating intermediate reference points 3,5 in the modelled and video images, respectively.
The orientation and dimensions of the modelled image is adjusted until it matches the observed video image. Figs. 2 (a) to 2 (f) illustrate various possible differences between the modelled image and the observed video image. These represent, respectively: (a) the true position of the handle is lower than the modelled estimated position; (b) the true position of the handle is rolled to the left of the modelled estimated position; (c) the true position of the handle lies to the left of the modelled estimated position; (d) the true orientation of the handle is pitched up from the modelled estimated position; (e) the true position of the handle is nearer than the
modelled estimated position ; and (f) the true orientation of the handle is yawed to the left of the modelled estimated position of the handle.
The differences between the locations of respective reference points 3,5 in the modelled and true images are then reduced by recalculating the modelled estimated image until the two images match. The location and orientation of the handle is then known, in three dimensions. Since the point of interest, that is, a point of measurement or point of effect of a needle or probe or the like, bears a known threedimensional geometric relationship to the position and orientation of the handle, the position and orientation of the point of interest may be simply calculated.
This will, however, provide the position of interest only in the co-ordinate system of the observer, that is, relative to the position of the video camera. It will not provide the position of the point of interest with relation to the object under examination.
For example, it is of limited use to know that the point of measurement or point of effect is at so many millimetres in each of x, y and z directions from the camera, if one cannot also deduce which part of an object is being acted upon, for example, from which part of a body an autopsy needle is taking a tissue sample.
The optical tracking system used in the present invention may also track the position and orientation of the object under inspection, and may then use this tracking to locate the point of interest in the object's co-ordinate system, as will be described in more detail below.
It may be necessary to employ more than one camera in the optical tracking system, to improve measurement accuracy.
In some embodiments, the optical tracking system may track more than one piece of equipment (e. g. probe), and may then calculate the relative positions and orientations of the probes.
While the present invention enables the orientation and location of any type of equipment to be deduced, it has particular application to the tracking of probes in medical and industrial testing environments.
The following types of probe could be used in embodiments of the present invention.
(i) Point probes, such as temperature probes, pH probes, needles and syringes, which act at a single point. The system of the present invention is used to determine the location of the probe tip.
(ii) Axial probes, such as single angle ultrasound probes, which act in one dimension, along a line emanating from the location of the probe. The system of the present invention is used to determine the location of the line of the probe.
(iii) Planar probes such as scanned angle ultrasonic probes, which act in two dimensions, across a plane emanating from the location of the probe. The system of the present invention is used to determine the location and orientation of the plane of the probe.
(iv) Three-dimensional probes, such as CT or magneto-resonance imaging (MRI) probes, act in all directions from the probe, but the orientation of the probe must be accurately known in order to make sense of the measurements provided by the probe. The system of the present invention is used to determine the location and orientation of the volume covered by the probe.
Hence, the point of measurement or point of effect which is to be located may be three dimensional (volume), two dimensional (plane), one dimensional (line), or without dimension (point).
The desired result of tracking a probe is usually that the position of the point of measurement or point of effect may be determined in a desired co-ordinate system.
A first stage in this is to find the position of the point of measurement or effect in the co-ordinate system of the camera. To achieve this, a calibration must be performed to find the geometric relationship between the point of measurement or effect and the visually distinct object, so that the measurement of the marker position can be used to find the position of the point of interest. A correlation must therefore be determined between the three dimensional position of the visually distinct object,
and the position of the point of measurement or point of effect, which may itself be a point, line, plane or volume, as discussed above.
For point probes and axial probes, calibration may be carried out automatically, for example using a process in which the tip (point of measurement or point of effect) of the probe is held fixed, and the probe is moved around it, while the visually distinct object is tracked by the optical tracking system. From the measurements of the position of the visually distinct object, the location of the tip with respect to the visually distinct object may be deduced.
With particular reference to the present invention, for axial and planar ultrasound probes, calibration can be carried out by accepted ultrasound calibration techniques.
A registration process may need to be carried out, to find the relationship between the camera co-ordinate system and the co-ordinate system for the object under test, so that measurements made by the cameras can be reported in the object's coordinate system. Any known point-based registration process may be used, whereby the positions of known points on the object are measured in camera co-ordinates, these being matched to measurements of the same points in the object co-ordinates, and the transformation between these sets of points is then found. Typically, this operation would be carried out at the start of each test.
Alternatively, the transformation between camera co-ordinates and object coordinates may be found opportunistically by measuring the probe position throughout the test, whenever it is in contact with the inspected object. Surface reflection may be employed to determine when the probe is in contact with the surface. With knowledge of the position of the active point of the probe with respect to the tracked visually distinct object, a model of the surface of the object under test can be reconstructed, which is then matched to a model of the object in the object coordinate system (such as a CAD model) to calculate the transformation between the two sets of co-ordinates.
Certain specific examples of implementation of the present invention, along with the particular advantages arising from these implementations, will now be discussed. Three-dimensional (3D) ultrasound scanning is a growing field. Data is collected from a planar probe, and corresponds to two-dimensional ultrasound scans, representing slices through the object. The data from these slices is processed to give an overall three-dimensional representation of the object. This representation may be viewed from any desired angle, to provide a much clearer impression of the structure of the object than would be possible from the slice data alone. In order for this three-dimensional processing to be effective, the position and orientation of the ultrasound probe must be known at all times during data collection, so that the data can be reassembled into 3D form. Many of the methods currently used for probe position measurement are less than satisfactory, and an optical tracking system according to the present invention may improve the efficiency of probe position measurement, and so improve the clarity and reliability of the three-dimensional images produced.
In an embodiment of the present invention, an ultrasound probe is moved across the object to be scanned. An optical tracking system, such as described in itself above, will measure the position and attitude of the ultrasound probe, and this will be recorded as a function of time. The two-dimensional ultrasound scans will also be recorded as a function of time. This information will allow the three dimensional scanned volume to be reconstructed as an image.
An ultrasound guided biopsy technique is known, for extracting tissue from a patient with minimal intrusion. An operator, usually a radiologist, scans the patient using ultrasound, views the site for biopsy, and guides the biopsy needle to the correct position. However, it has been found difficult to see the biopsy needle on the scan.
The present invention may be applied to track both the ultrasound probe and the biopsy needle, allowing the position of the biopsy needle to be displayed on the ultrasound scan image.
Operation of such a system will involve the following steps : the ultrasound probe will be moved across the patient to produce a scan image, while the biopsy needle is held in approximately the correct position, as judged by the radiologist. An optical tracking system, as described in itself above, will track both the probe and the biopsy needle and measure their positions and attitudes. Using calibrations, as discussed above, for each of the probe and the biopsy needle, the position of the needle axis and tip can be calculated in the scan co-ordinate system and displayed on the scan image as a graphical overlay. This allows the operator to guide the tip of the biopsy needle to the exact point required for sampling, regardless of whether the patient changes position during the process.
Ultrasound scanning is used in industrial non-destructive testing. Typically, an ultrasound operator manually records the position of the probe when defects were found, and later calculates the defect location from knowledge of the probe characteristics, the timing of the ultrasound signal, and the speed of sound in the tested material. In an embodiment of the present invention, an optical tracking system, as described in itself above, is used to automate the recording process, so reducing errors and the time taken. Measurements of the probe position may be recorded by the optical tracking system, to ensure that the object has been fully scanned for defects.
The operator will move the ultrasound probe across the object under test. The optical tracking system will track the probe, and measure its position and orientation.
The operator will indicate when a defect is discovered, and this data will be recorded. Using the probe calibration, calculated as described above, the positions of defects can then be found in the camera co-ordinate system. This measurement can then be translated into the required location of the defect within the object using the registration procedure described above.
While the present invention has been particularly described with reference to a certain number of specific embodiments, given by way of example only, the invention may be applied in various modified forms.
For example, while the invention may be applied to tracking the position of features obscured by reason of their insertion into a body, the invention may also be applied to tracking the position of features which cannot be directly tracked, either due to their being invisible; or their being obscured by other pieces of equipment; or simply because the feature in question cannot be clearly detected by a visual tracking system.

Claims (11)

  1. CLAIMS 1. A method for tracking the position and orientation of an ultrasound beam emitted from an ultrasound probe, the ultrasound beam bearing a geometric relationship to a visible object, comprising the steps of: - storing a model of the visible object in a memory of an optical tracking system; - calculating the position and orientation of the visible object; and - calculating the position and orientation of the ultrasound beam by applying the geometric relationship to the deduced position and orientation of the visible object.
  2. 2. A method according to claim 1 wherein the step of calculating the position and orientation of the visible object itself comprises the steps of : - estimating a position and orientation of the visible object; - generating an estimated image of the visible object in the estimated position and orientation; - comparing the estimated image with a video image of the visible object; and - adjusting the estimated image by adjusting the estimated position and orientation, until the estimated image corresponds to the video image, thereby deducing the actual position and orientation of the visible object.
  3. 3. A method according to claim lor claim 2 wherein the calculated position and orientation of the ultrasound beam is expressed in co-ordinates expressed with respect to an observer.
  4. 4. A method according to claim 3, further comprising the steps of translating the calculated position and orientation into a position and orientation expressed with reference to an object under test.
  5. 5. A method according to any preceding claim, further comprising a calibration step in which the geometric relationship between the ultrasound beam and the visible object is deduced.
  6. 6. A method according to any preceding claim wherein the visible object comprises a visually distinct object, being one of : a marker attached to a visible part of the probe; visual markings on the surface of the probe; or the shape and profile of the probe itself.
  7. 7. A method according to any preceding claims wherein a plurality of ultrasound beams are simultaneously tracked.
  8. 8. A method according to any preceding claim wherein the probe is a scanning ultrasound probe producing two-dimensional images, the ultrasound beam is planar and the visible object is a visible part of the probe, wherein: - the probe is moved across an object to be scanned; - the position and attitude of the probe is measured and recorded as a function of time; - images produced by the probe are recorded as a function of time; and - the recorded positions, attitudes and images are combined to produce a three dimensional image of the scanned object.
  9. 9. A method according to any preceding claim wherein a further probe is tracked, and the relative position and orientation of the ultrasound beam and the point of effect of the further probe is calculated.
  10. 10. A method according to claim 9 wherein the further probe is a biopsy needle, and wherein: - the ultrasound probe is moved across a body to be scanned; - the position and attitude of the ultrasound probe is measured; - the position and attitude of the biopsy needle is measured; the positions and attitudes of the ultrasound beam and the tip of the biopsy needle are calculated; and - the position of the biopsy needle is displayed on the image provided by the ultrasound scanner.
  11. 11. A method substantially as described.
GB0124423A 2000-11-28 2001-10-11 Optical tracking Withdrawn GB2373388A (en)

Priority Applications (3)

Application Number Priority Date Filing Date Title
AU2002222102A AU2002222102A1 (en) 2000-11-28 2001-11-28 Optical tracking systems
US10/432,867 US6926673B2 (en) 2000-11-28 2001-11-28 Optical tracking systems
PCT/GB2001/005272 WO2002044749A1 (en) 2000-11-28 2001-11-28 Optical tracking systems

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
GB0028939A GB0028939D0 (en) 2000-11-28 2000-11-28 A tracking system for ultrasound probes

Publications (2)

Publication Number Publication Date
GB0124423D0 GB0124423D0 (en) 2001-12-05
GB2373388A true GB2373388A (en) 2002-09-18

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GB0028939A Ceased GB0028939D0 (en) 2000-11-28 2000-11-28 A tracking system for ultrasound probes
GB0124423A Withdrawn GB2373388A (en) 2000-11-28 2001-10-11 Optical tracking

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11431990B2 (en) 2015-06-04 2022-08-30 Thales Holdings Uk Plc Video compression with increased fidelity near horizon

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2005950A (en) * 1977-10-07 1979-04-25 Secretary Industry Brit Position detecting apparatus
EP0055338A1 (en) * 1980-12-31 1982-07-07 International Business Machines Corporation Eye controlled user-machine communication
GB2246271A (en) * 1989-12-28 1992-01-22 Toyoda Chuo Kenkyusho Kk Mobile communication system and mobile communication equipment
WO1998008112A1 (en) * 1996-08-22 1998-02-26 Synthes Ag Chur 3d ultrasound recording device
US5792147A (en) * 1994-03-17 1998-08-11 Roke Manor Research Ltd. Video-based systems for computer assisted surgery and localisation
GB2347573A (en) * 1999-03-01 2000-09-06 Marconi Electronic Syst Ltd Head tracker system
WO2000063719A1 (en) * 1999-04-20 2000-10-26 Synthes Ag Chur Device for the percutaneous obtainment of 3d-coordinates on the surface of a human or animal organ
WO2000063658A2 (en) * 1999-04-15 2000-10-26 Ultraguide Ltd. Apparatus and method for detecting the bending of medical invasive tools in medical interventions

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2005950A (en) * 1977-10-07 1979-04-25 Secretary Industry Brit Position detecting apparatus
EP0055338A1 (en) * 1980-12-31 1982-07-07 International Business Machines Corporation Eye controlled user-machine communication
GB2246271A (en) * 1989-12-28 1992-01-22 Toyoda Chuo Kenkyusho Kk Mobile communication system and mobile communication equipment
US5792147A (en) * 1994-03-17 1998-08-11 Roke Manor Research Ltd. Video-based systems for computer assisted surgery and localisation
WO1998008112A1 (en) * 1996-08-22 1998-02-26 Synthes Ag Chur 3d ultrasound recording device
GB2347573A (en) * 1999-03-01 2000-09-06 Marconi Electronic Syst Ltd Head tracker system
WO2000063658A2 (en) * 1999-04-15 2000-10-26 Ultraguide Ltd. Apparatus and method for detecting the bending of medical invasive tools in medical interventions
WO2000063719A1 (en) * 1999-04-20 2000-10-26 Synthes Ag Chur Device for the percutaneous obtainment of 3d-coordinates on the surface of a human or animal organ

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11431990B2 (en) 2015-06-04 2022-08-30 Thales Holdings Uk Plc Video compression with increased fidelity near horizon

Also Published As

Publication number Publication date
GB0028939D0 (en) 2001-01-10
GB0124423D0 (en) 2001-12-05

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