US4965840A
Expired / Lapsed
US
⏱️ 0.0 years remaining
Method and apparatus for determining the distances between surface-patches of a three-dimensional spatial scene and a camera system
Assignee: State University of New York at Albany
•
Filing: 1987-11-27
•
Granted: 1990-10-23
•
Expires: 2007-11-27
Abstract
Abstract The present invention concerns a method of determining the distance between a surface patch of a 3-D spatial scene and a camera system (1). The distance of the surface patch is determined on the basis of at least a pair of images, each image formed using a camera system (1) with either a finite or infinitesimal change in the value of at least one camera parameter. A first and second image of the 3-D scene are formed using the camera system which is characterized by a first and second set of camera parameters, and a point spread function, respectively, where the first and second set of camera parameters have at least one dissimilar camera parameter value. A first and second subimage is selected from the first and second images so formed, where the subimages correspond to the surface patch of the 3-D scene, the distance from which to the camera system, is to be determined. On the basis of the first and second subimages, a first constraint is derived between the spread parameters of the point spread function which corresponds to the first and second subimages. On the basis of the values of the camera parameters, a second constraint is derived between the spread parameters of the point spread function which corresponds to the first and second subimages. Using the first and second constraints, the spread parameters are then determined. On the basis of at least one of the spread parameters and the first and second sets of camera parameters, the distance between the camera system and the surface patch in the 3-D scene is determined. Using the distance finding method of the present invention, depth-maps of the scene are provided in real-time and in a computationally efficient manner. In addition, the present method is used to automatically focus the camera system and to generate improved-focus images.
Inventors
- 👤 Muralidhara Subbarao
Bibliographic Details
Application Number
—
Jurisdiction
US
Data Source
google_patents
Last Synchronized
2026-10-26 04:10
CPC Classifications
G; G01; G01C; G01C3/00; G01C3/02; G01C3/06; G01C3/08; G01C3/085
Claims Analysis
Total Claims: 31
Claim 1
Independent Claim
313 words
A method of determining the distance between a surface patch in a three-dimensional spatial scene and a camera system which includes an image forming system, said camera system characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) selecting from said first and second two-dimensional images, a first and a second subimage, respectively, which correspond to the surface patch of said three-dimensional spatial scene, the distance from which to said camera system is to be determined; (d) on the basis of said first and second subimages, deriving a first constraint between said spread parameters; (e) deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining said spread parameters using said first and second constraints derived in steps (d) and (e), respectively; and (g) on the basis of at least one of said spread parameters determined in step (f) and said first and second set of camera parameters, determining the distance between said camera system and the surface patch in said three-dimensional spatial scene.
Claim 2
Independent Claim
313 words
A method of determining the distance between a surface patch in a three-dimensional spatial scene and a camera system which includes an image forming system, said camera system characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) selecting from said first and second two-dimensional images, a first and a second subimage, respectively, which correspond to the surface patch of said three-dimensional spatial scene, the distance from which to said camera system is to be determined; (d) on the basis of said first and second subimages, deriving a first constraint between said spread parameters; (e) deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining said spread parameters using said first and second constraints derived in steps (d) and (e), respectively; and (g) on the basis of at least one of said spread parameters determined in step (f) and said first and second set of camera parameters, determining the distance between said camera system and the surface patch in said three-dimensional spatial scene.
Claim 3
Dependent Claim
54 words
The method of claim 1, wherein step (d) includes: computing first and second power spectral density functions corresponding to said first and second subimages, respectively; formulating a ratio expression using said first and second power spectral density functions, and on the basis of said ratio expression, formulating said first constraint between said spread parameters.
Claim 4
Dependent Claim
73 words
The method of claim 1, wherein said image forming system forms a blur circle having a diameter and corresponding to every point on said surface patch in said three-dimensional spatial scene, and wherein step (e) includes formulating a relationship between said spread parameters and the diameter of said blur circle corresponding to said surface patch in said three-dimensional spatial scene, and using said relationship to derive said second constraint between said spread parameters.
Claim 5
Dependent Claim
14 words
The method of claim 1, wherein said point spread function is of Gaussian form.
Claim 6
Independent Claim
412 words
A method of, determining the distance between a surface patch in a three-dimensional spatial scene and a camera system which includes an image forming system, said camera system characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, wherein said camera system is disposed at a distance from said surface patch in said three-dimensional spatial scene, and includes a camera aperture and an image detector plane, wherein said image forming system is characterizable by first and second principal planes and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, and wherein said three camera parameters are (i) the distance between said second principal plane and said image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) selecting from said first and second two-dimensional images, a first and a second subimage, respectively, which correspond to the surface patch of said three-dimensional spatial scene, the distance from which to said camera system is to be determined; (d) on the basis of said first and second subimages, deriving a first constraint between said spread parameters; (e) deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining said spread parameters using said first and second constraints derived in steps (d) and (e), respectively; and (g) on the basis of at least one of said spread parameters determined in step (f) and said first and second set of camera parameters, determining the distance between said camera system and the surface patch in said three-dimensional spatial scene.
Claim 7
Independent Claim
412 words
A method of, determining the distance between a surface patch in a three-dimensional spatial scene and a camera system which includes an image forming system, said camera system characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, wherein said camera system is disposed at a distance from said surface patch in said three-dimensional spatial scene, and includes a camera aperture and an image detector plane, wherein said image forming system is characterizable by first and second principal planes and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, and wherein said three camera parameters are (i) the distance between said second principal plane and said image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) selecting from said first and second two-dimensional images, a first and a second subimage, respectively, which correspond to the surface patch of said three-dimensional spatial scene, the distance from which to said camera system is to be determined; (d) on the basis of said first and second subimages, deriving a first constraint between said spread parameters; (e) deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining said spread parameters using said first and second constraints derived in steps (d) and (e), respectively; and (g) on the basis of at least one of said spread parameters determined in step (f) and said first and second set of camera parameters, determining the distance between said camera system and the surface patch in said three-dimensional spatial scene.
Claim 8
Dependent Claim
44 words
The method of claim 5, wherein the steps (a) and (b) comprise forming said first and second two-dimensional images of said three-dimensional spatial scene, using said camera system, said three camera parameters defined in claim 2 having at least one dissimilar camera parameter value.
Claim 9
Dependent Claim
14 words
The method of claim 5, wherein said image forming system comprises a lens system.
Claim 10
Dependent Claim
16 words
The method of claim 5, wherein said image forming system comprises an image forming mirror system.
Claim 11
Dependent Claim
138 words
The method of claim 5, wherein said distance determined between said camera system and the surface patch in said three-dimensional spatial scene is used for automatically focusing said camera system by a method which comprises: (a) determining said distance between said camera system and said surface patch in said three-dimensional spatial scene; (b) on the basis of said distance determined in step (a), using an image forming system formula derived from camera configuration and characteristics of said camera system to determine one of the following camera parameters, (i) said focal length of said image forming system and (ii) the distance between said second principle plane and said image detector plane, which brings said surface patch into focus; and (c) setting the camera parameter determined in step (b) to the value thereof determined using said image forming system formula.
Claim 12
Dependent Claim
84 words
The method of claim 9, wherein step (b) comprises determining one of said focal length of said image forming system and the distance between the second principal plane and the image detector plane, using said image forming system formula expressed in terms of said focal length of said image forming system, the distance between said camera system and said surface patch in said three-dimensional spatial scene, and the distance between said image detector plane and said second principal plane for a focused two-dimensional subimage.
Claim 13
Independent Claim
364 words
A method of determining the distances of a plurality of surface patches in a three-dimensional spatial scene, measured from a camera system which includes an image forming system, said camera system being characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterizable by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterizable by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) dividing said first and second two-dimensional images into a plurality of two-dimensional subimages, each two-dimensional subimage in said first two-dimensional image corresponding to one two-dimensional subimage in said second two-dimensional image, and each corresponding two-dimensional subimage of said first and second two-dimensional images corresponding to one of said surface patches of said three-dimensional spatial scene; (d) on the basis of each first and second corresponding subimage, deriving a first constraint between the spread parameters of said point spread function corresponding to each first and second corresponding subimages; (e) for each first and second corresponding subimage, deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining for each first and second corresponding subimage, said spread parameters, using said first and second constraints derived in steps (d) and (e) respectively; and (g) on the basis of at least one of said spread parameters determined in step (f), determining the distance between said camera system and each surface patch in said three-dimensional spatial scene, whereby a depth-map of said three-dimensional spatial scene is obtained.
Claim 14
Independent Claim
364 words
A method of determining the distances of a plurality of surface patches in a three-dimensional spatial scene, measured from a camera system which includes an image forming system, said camera system being characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterizable by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterizable by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) dividing said first and second two-dimensional images into a plurality of two-dimensional subimages, each two-dimensional subimage in said first two-dimensional image corresponding to one two-dimensional subimage in said second two-dimensional image, and each corresponding two-dimensional subimage of said first and second two-dimensional images corresponding to one of said surface patches of said three-dimensional spatial scene; (d) on the basis of each first and second corresponding subimage, deriving a first constraint between the spread parameters of said point spread function corresponding to each first and second corresponding subimages; (e) for each first and second corresponding subimage, deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining for each first and second corresponding subimage, said spread parameters, using said first and second constraints derived in steps (d) and (e) respectively; and (g) on the basis of at least one of said spread parameters determined in step (f), determining the distance between said camera system and each surface patch in said three-dimensional spatial scene, whereby a depth-map of said three-dimensional spatial scene is obtained.
Claim 15
Dependent Claim
84 words
The method of claim 11, wherein step (d) includes: computing first and second power spectral density functions corresponding to each first and second corresponding subimage, respectively; formulating a ratio expression corresponding to each first and second corresponding subimage, using said first and second power spectral density functions corresponding to each first and second corresponding subimages; and on the basis of said ratio expression for each first and second subimage, formulating said first constraint between said spread parameters for each first and second corresponding subimage.
Claim 16
Dependent Claim
75 words
The method of claim 11, wherein said image forming system forms a blur circle having a diameter corresponding to every point on said plurality of surface patches in said three-dimensional spatial scene, and wherein step (e) includes formulating a relationship between said spread parameters of said camera system and said diameter of said blur circle, and using said relationship to derive said second constraint between said spread parameters for each first and second corresponding subimage.
Claim 17
Dependent Claim
14 words
The method of claim 11, wherein said point spread function is of Gaussian form.
Claim 18
Dependent Claim
191 words
The method of claim 11, wherein the spread parameters corresponding to each first and second corresponding subimages are used in generating an improved-focus two-dimensional image from said first or second two-dimensional images, by a method which comprises: on the basis of said spread parameters determined in step (f) which correspond to each first and second corresponding subimages, for at least one of said first and second images, determining the optical transfer function of said camera system corresponding to each first and second corresponding subimage; computing the two-dimensional Fourier transform of each first and second corresponding subimage; on the basis of the transfer function of said camera system for each corresponding first and second subimage, and the corresponding two-dimensional Fourier transform of each first and second subimage, computing the two-dimensional Fourier transform for each improved-focus first and second corresponding subimage by dividing each said two-dimensional Fourier transform by the corresponding optical transfer function of said camera system; computing the inverse Fourier transform for each two-dimensional Fourier transform determined in the above step to provide the improved-focus two-dimensional subimage corresponding thereto; and synthesizing each improved-focus two-dimensional subimage to form said improved-focus two-dimensional image.
Claim 19
Independent Claim
449 words
A method of, determining the distances of a plurality of surface patches in a three-dimensional spatial scene, measured from a camera system which includes an image forming system, said camera system being characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, wherein said camera system includes a camera aperture and an image detector plane, wherein said image forming system is characterizable by a first and a second principal plane and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, and wherein said three camera parameters are (i) the distance between said second principal plane and said image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) dividing said first and second two-dimensional images into a plurality of two-dimensional subimages, each two-dimensional subimage in said first two-dimensional image corresponding to one two-dimensional subimage in said second two-dimensional image, and each corresponding two-dimensional subimage of said first and second two-dimensional images corresponding to one of said surface patches of said three-dimensional spatial scene; (d) on the basis of each first and second corresponding subimage, deriving a first constraint between the spread parameters of said point spread functions corresponding to each first and second corresponding subimages; (e) for each first and second corresponding subimage, deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining for each first and second corresponding subimage, said spread parameters, using said first and second constraints derived in steps (d) and (e) respectively; and (g) on the basis of at least one of said spread parameters determined in step (f), determining the distance between said camera system and each surface patch in said three-dimensional spatial scene, whereby a depth-map of said three-dimensional spatial scene is obtained.
Claim 20
Independent Claim
449 words
A method of, determining the distances of a plurality of surface patches in a three-dimensional spatial scene, measured from a camera system which includes an image forming system, said camera system being characterizable by a point spread function having a spread parameter and by three camera parameters, one or more of which can be set to a different camera parameter value during the image formation process and all of which are quantifiably determinable to provide a first and second set of camera parameters which have at least one dissimilar camera parameter value, wherein said camera system includes a camera aperture and an image detector plane, wherein said image forming system is characterizable by a first and a second principal plane and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, and wherein said three camera parameters are (i) the distance between said second principal plane and said image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system, said method comprising: (a) forming a first two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a first set of camera parameters and a first spread parameter of said point spread function; (b) forming a second two-dimensional image of said three-dimensional spatial scene using said camera system characterized by a second set of camera parameters and a second spread parameter of said point spread function, said first and second set of camera parameters having at least one dissimilar camera parameter value; (c) dividing said first and second two-dimensional images into a plurality of two-dimensional subimages, each two-dimensional subimage in said first two-dimensional image corresponding to one two-dimensional subimage in said second two-dimensional image, and each corresponding two-dimensional subimage of said first and second two-dimensional images corresponding to one of said surface patches of said three-dimensional spatial scene; (d) on the basis of each first and second corresponding subimage, deriving a first constraint between the spread parameters of said point spread functions corresponding to each first and second corresponding subimages; (e) for each first and second corresponding subimage, deriving a second constraint between said spread parameters on the basis of the values of said first and second set of camera parameters; (f) determining for each first and second corresponding subimage, said spread parameters, using said first and second constraints derived in steps (d) and (e) respectively; and (g) on the basis of at least one of said spread parameters determined in step (f), determining the distance between said camera system and each surface patch in said three-dimensional spatial scene, whereby a depth-map of said three-dimensional spatial scene is obtained.
Claim 21
Dependent Claim
44 words
The method of claim 16, wherein the steps (a) and (b) comprise forming said first and second two-dimensional images of said three-dimensional spatial scene, using said camera system, said three camera parameters defined in claim 12 having at least one dissimilar camera parameter value.
Claim 22
Dependent Claim
14 words
The method of claim 16, wherein said image forming system comprises a lens system.
Claim 23
Dependent Claim
15 words
The method of claim 16, wherein said image forming system comprises an image forming mirror.
Claim 24
Dependent Claim
232 words
Apparatus for determining the distances between one or more surface patches in a three-dimensional spatial scene and a camera system located therefrom, said apparatus comprising: (a) a camera system including an image detector plane, a camera aperture, and an image forming system characterizable by first and second principal planes and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, said camera system having at least three camera parameters including, (i) the distance between said second principal plane and image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system; (b) camera parameter value varying means for varying the value of at least one of said camera parameters for forming two-dimensional images of said surface patches on said image detector plane using a set of camera parameter values; (c) means for quantitatively measuring the value of each of said camera parameters including the changes in said camera parameter values effected by said camera parameter value varying means; (d) means for acquiring two-dimensional images from said image detector and generating digital image data corresponding to each acquired two-dimensional image; and (e) an image processing computer for receiving said digital image data corresponding to each acquired two-dimensional image and processing said digital image data to determine the distance between said surface patch and said camera system.
Claim 25
Dependent Claim
232 words
Apparatus for determining the distances between one or more surface patches in a three-dimensional spatial scene and a camera system located therefrom, said apparatus comprising: (a) a camera system including an image detector plane, a camera aperture, and an image forming system characterizable by first and second principal planes and a focal length, said second principal plane being closer to said image detector plane than said first principal plane, said camera system having at least three camera parameters including, (i) the distance between said second principal plane and image detector plane, (ii) the diameter of said camera aperture, and (iii) said focal length of said image forming system; (b) camera parameter value varying means for varying the value of at least one of said camera parameters for forming two-dimensional images of said surface patches on said image detector plane using a set of camera parameter values; (c) means for quantitatively measuring the value of each of said camera parameters including the changes in said camera parameter values effected by said camera parameter value varying means; (d) means for acquiring two-dimensional images from said image detector and generating digital image data corresponding to each acquired two-dimensional image; and (e) an image processing computer for receiving said digital image data corresponding to each acquired two-dimensional image and processing said digital image data to determine the distance between said surface patch and said camera system.
Claim 26
Dependent Claim
28 words
The apparatus of claim 20, which further comprises visual display means for visually displaying the values of said camera parameters and the changes effected in said camera parameters.
Claim 27
Dependent Claim
14 words
The apparatus of claim 20, wherein said image forming system comprises a lens system.
Claim 28
Dependent Claim
16 words
The apparatus of claim 20, wherein said image forming system comprises an image forming mirror system.
Claim 29
Dependent Claim
16 words
The apparatus of claim 20, wherein said image detector plane comprises a charge coupled device array.
Claim 30
Dependent Claim
13 words
The apparatus of claim 20, wherein said image detector plane comprises photographic film.
Claim 31
Dependent Claim
16 words
The apparatus of claim 21, wherein said visual display means comprises a cathode ray tube device.
References Cited (Backward Citations)
US4141032A
Cited
US4410804A
Cited
US4404594A
Cited
US4636624A
Cited
US4573191A
Cited
US4661986A
Cited
US4601053A
Cited
US4640620A
Cited
US4634278A
Cited
US4584704A
Cited
US4792694A
Cited
US4723139A
Cited
US4728980A
Cited
USPTO Annuity & Maintenance Windows
| Annuity Stage | Window Opens | Payment Deadline | Surcharge Period Until | Estimated Fee | Status |
|---|---|---|---|---|---|
| 3.5 Years (Year 4) | 1993-10-22 | 1994-04-23 | 1994-10-23 | $2000.00 | Window Closed / Lapsed |
| 7.5 Years (Year 8) | 1997-10-22 | 1998-04-23 | 1998-10-23 | $3760.00 | Window Closed / Lapsed |
| 11.5 Years (Year 12) | 2001-10-22 | 2002-04-23 | 2002-10-23 | $7700.00 | Window Closed / Lapsed |