METHODS AND SYSTEMS FOR MULTI VIEW POSE ESTIMATION USING DIGITAL COMPUTATIONAL TOMOGRAPHY
The present invention discloses several methods related to intra-body navigation of a radiopaque instrument through natural body cavities. One of the methods discloses the pose estimation of the imaging device using multiple images of radiopaque instrument acquired in the different poses of imaging device and previously acquired imaging. The other method resolves the radiopaque instrument localization ambiguity using several approaches, such as radiopaque markers and instrument trajectory tracking.
1 . A method, comprising:
obtaining a first image from a first imaging modality,
extracting at least one element from the first image from the first imaging modality, wherein the at least one element comprises an airway, a blood vessel, a body cavity, or any combination thereof;
obtaining, from a second imaging modality, at least (i) a first image of a radiopaque instrument in a first pose and (ii) a second image of the radiopaque instrument in a second pose,
wherein the radiopaque instrument is in a body cavity of a patient;
generating at least two augmented bronchograms,
wherein a first augmented bronchogram corresponds to the first image of the radiopaque instrument in the first pose, and
wherein a second augmented bronchogram corresponds to the second image of the radiopaque instrument in the second pose,
determining mutual geometric constraints between:
(i) the first pose of the radiopaque instrument, and
(ii) the second pose of the radiopaque instrument,
estimating the first pose of the radiopaque instrument and the second pose of the radiopaque instrument by comparing the first pose of the radiopaque instrument and the second pose of the radiopaque instrument to the first image of the first imaging modality,
wherein the comparing is performed using:
(i) the first augmented bronchogram,
(ii) the second augmented bronchogram, and
(iii) the at least one element, and
wherein the estimated first pose of the radiopaque instrument and the estimated second pose of the radiopaque instrument meets the determined mutual geometric constraints,
generating a third image; wherein the third image is an augmented image derived from the second imaging modality which highlights an area of interest,
wherein the area of interest is determined from data from the first imaging modality.
2 . The method of claim 1 , wherein the at least one element from the first image from the first imaging modality further comprises a rib, a vertebra, a diaphragm, or any combination thereof.
3 . The method of claim 1 , wherein the mutual geometric constraints are generated by:
a. estimating a difference between (i) the first pose and (ii) the second pose by comparing the first image of the radiopaque instrument and the second image of the radiopaque instrument,
wherein the estimating is performed using a device comprising a protractor, an accelerometer, a gyroscope, or any combination thereof, and wherein the device is attached to the second imaging modality;
b. extracting a plurality of image features to estimate a relative pose change,
wherein the plurality of image features comprises anatomical elements, non-anatomical elements, or any combination thereof,
wherein the image features comprise: patches attached to a patient, radiopaque markers positioned in a field of view of the second imaging modality, or any combination thereof,
wherein the image features are visible on the first image of the radiopaque instrument and the second image of the radiopaque instrument;
c. estimating a difference between (i) the first pose and (ii) the second pose by using a at least one camera,
wherein the camera comprises: a video camera, an infrared camera, a depth camera, or any combination thereof,
wherein the camera is at a fixed location,
wherein the camera is configured to track at least one feature,
wherein the at least one feature comprises: a marker attached the patient, a marker attached to the second imaging modality, or any combination thereof, and
tracking the at least one feature;
d. or any combination thereof.
4 . The method of claim 1 , wherein the method further comprises: tracking the radiopaque instrument for: identifying a trajectory, and using the trajectory as a further geometric constraint, wherein the radiopaque instrument comprises an endoscope, an endo-bronchial tool, or a robotic arm.
5 . A method, comprising:
generating a map of at least one body cavity of the patient,
wherein the map is generated using a first image from a first imaging modality, obtaining, from a second imaging modality, an image of a radiopaque instrument comprising at least two attached markers,
wherein the at least two attached markers are separated by a known distance,
identifying a pose of the radiopaque instrument from the second imaging modality relative to a map of at least one body cavity of a patient,
identifying a first location of the first marker attached to the radiopaque instrument on the second image from the second imaging modality,
identifying a second location of the second marker attached to the radiopaque instrument on the second image from the second imaging modality, and
measuring a distance between the first location of the first marker and the second location of the second marker,
projecting the known distance between the first marker and the second marker,
comparing the measured distance with the projected known distance between the first marker and the second marker to identify a specific location of the radiopaque instrument inside the at least one body cavity of the patient.
6 . The method of claim 5 , wherein the radiopaque instrument comprises an endoscope, an endo-bronchial tool, or a robotic arm.
7 . The method of claim 5 , further comprising identifying a depth of the radiopaque instrument by use of a trajectory of the radiopaque instrument.
8 . The method of claim 5 , wherein the first image from the first imaging modality is a pre-operative image.
9 . The method of claim 5 , wherein the at least one image of the radiopaque instrument from the second imaging modality is an intra-operative image.
10 . A method, comprising:
obtaining a first image from a first imaging modality,
extracting at least one element from the first image from the first imaging modality, wherein the at least one element comprises an airway, a blood vessel, a body cavity or any combination thereof;
obtaining, from a second imaging modality, at least (i) a one image of a radiopaque instrument and (ii) another image of the radiopaque instrument in two different poses of second imaging modality
wherein the first image of the radiopaque instrument is captured at a first pose of second imaging modality,
wherein the second image of the radiopaque instrument is captured at a second pose of second imaging modality, and
wherein the radiopaque instrument is in a body cavity of a patient;
generating at least two augmented bronchograms correspondent to each of two poses of the imaging device, wherein a first augmented bronchogram derived from the first image of the radiopaque instrument and the second augmented bronchogram derived from the second image of the radiopaque instrument,
determining mutual geometric constraints between:
(i) the first pose of the second imaging modality, and
(ii) the second pose of the second imaging modality,
estimating the two poses of the second imaging modality relatively to the first image of the first imaging modality, using the correspondent augmented bronchogram images and at least one element extracted from the first image of the first imaging modality;
wherein the two estimated poses satisfy the mutual geometric constrains.
generating a third image; wherein the third image is an augmented image derived from the second imaging modality highlighting the area of interest, based on data sourced from the first imaging modality.
11 . The method of claim 10 , wherein anatomical elements such as: a rib, a vertebra, a diaphragm, or any combination thereof, are extracted from the first imaging modality and from the second imaging modality.
12 . The method of claim 10 , wherein the mutual geometric constraints are generated by:
a. estimating a difference between (i) the first pose and (ii) the second pose by comparing the first image of the radiopaque instrument and the second image of the radiopaque instrument,
wherein the estimating is performed using a device comprising a protractor, an accelerometer, a gyroscope, or any combination thereof, and wherein the device is attached to the second imaging modality;
b. extracting a plurality of image features to estimate a relative pose change,
wherein the plurality of image features comprises anatomical elements, non-anatomical elements, or any combination thereof,
wherein the image features comprise: patches attached to a patient, radiopaque markers positioned in a field of view of the second imaging modality, or any combination thereof,
wherein the image features are visible on the first image of the radiopaque instrument and the second image of the radiopaque instrument;
c. estimate a difference between (i) the first pose and (ii) the second pose by using a at least one camera,
wherein the camera comprises: a video camera, an infrared camera, a depth camera, or any combination thereof,
wherein the camera is at a fixed location,
wherein the camera is configured to track at least one feature,
wherein the at least one feature comprises: a marker attached the patient, a marker attached to the second imaging modality, or any combination thereof, and
tracking the at least one feature;
d. or any combination thereof.
13 . The method of claim 10 , further comprising tracking the radiopaque instrument to identify a trajectory and using such trajectory as additional geometric constrains, wherein the radiopaque instrument comprises an endoscope, an endo-bronchial tool, or a robotic arm.
14 . A method to identify the true instrument location inside the patient, comprising:
using a map of at least one body cavity of a patient generated from a first image of a first imaging modality,
obtaining, from a second imaging modality, an image of the radiopaque instrument with at least two markers attached to it and having the defined distance between them, that may be perceived from the image as located in at least two different body cavities inside the patient,
obtaining the pose of the second imaging modality relative to the map
identifying a first location of the first marker attached to the radiopaque instrument on the second image from the second imaging modality,
identifying a second location of the second marker attached to the radiopaque instrument on the second image from the second imaging modality, and
measuring a distance between the first location of the first marker and the second location of the second marker.
projecting the known distance between markers on each of the perceived location of the radiopaque instrument using the pose of the second imaging modality
comparing the measured distance to each of projected distances between the two markers to identify the true instrument location inside the body.
15 . The method of claim 14 , wherein the radiopaque instrument comprises an endoscope, an endo-bronchial tool, or a robotic arm.
16 . The method of claim 14 , further comprising: identifying a depth of the radiopaque instrument by use of a trajectory of the radiopaque instrument.
17 . The method of claim 14 , wherein the first image from the first imaging modality is a pre-operative image.
18 . The method of claim 14 , wherein the at least one image of the radiopaque instrument from the second imaging modality is an intra-operative image.