Granted Patent B2

US 9,964,405 · App. 14/814,418 · Granted May 8, 2018

Abstract

Claims (30)

1. A method ( 100 ) for processing an image of an object (O) acquired by an imaging system ( 1 ), wherein the method comprises the following steps:

determining a distance between the object (O) and the imaging system ( 1 ), wherein said distance determination comprises the following sub-steps:

estimating ( 110 ) a modulation transfer function of the imaging system on the basis of an acquired image of the object (O),

determining ( 120 ) aberration frequencies of the estimated modulation transfer function, and generating an aberration frequency vector,

implementing ( 130 ) a principal component analysis of the aberration frequency vector, in order to determine a principal component of the vector, and

using the principal component obtained, determining ( 140 ) the distance between the object and the imaging system by comparing said principal component to a joint distribution of probability densities of principal components of aberration frequency vectors,

said distribution being obtained by interpolation between previously obtained principal components of aberration frequency vectors of modulation transfer functions for a plurality of other imaging systems, each corresponding to an other object, and

the distances between each of said other imaging systems and the corresponding other objects

using the determined distance of the object, selecting ( 200 ) a point spread function of the imaging system, and

deconvoluting ( 300 ) the acquired image of the object by using the selected spread function of the imaging system, in order to improve sharpness of the acquired image.

2. The method ( 100 ) according to claim 1 , further comprising a preliminary step ( 50 ) of elaborating the joint distribution of probability densities of previously determined principal components of aberration frequency vectors, comprising the steps of:

for the plurality of pairs comprising

an imaging system comprising a geometric aperture and

a distance of an object with respect to said system,

estimating ( 51 ) the modulation transfer function of the imaging system,

for each modulation transfer function estimated for each of the pairs, determining ( 52 ) the aberration frequencies of the system and generating an aberration frequency vector,

implementing ( 53 ) a principal component analysis of each aberration frequency vector, in order to determine the principal component of each vector, and

elaborating ( 54 ) the joint distribution via interpolation between the obtained principal components and each distance between objects and each of the imaging systems.

3. Method ( 100 ) according to claim 2 , wherein the preliminary step ( 50 ) of elaborating the joint distribution of probability densities comprises, for at least one imaging system, estimating ( 51 ) a modulation transfer function of the system at a plurality of distances between the object and the system.

4. Method ( 100 ) according to claim 2 , wherein the preliminary step ( 50 ) of elaborating the joint distribution of probability densities comprises estimating ( 51 ) modulation transfer functions and the generating ( 52 ) of aberration frequency vectors for a plurality of imaging systems comprising different geometric apertures.

5. Method ( 100 ) according to claim 4 , wherein the preliminary step ( 50 ) of elaborating the joint distribution of probability densities comprises estimating ( 51 ) modulation transfer functions for imaging systems comprising a centred circular aperture or a coded aperture of the type chosen from among the following group, and/or combinations of these:

a square aperture,

an aperture comprising an annular mask,

an aperture comprising a square mask,

an aperture comprising a periodic mask.

6. Method ( 100 ) according to claim 1 , wherein the joint distribution of probability density is a Gaussian distribution.

7. Method ( 100 ) according to preceding claim 1 , wherein each step of determining ( 120 , 52 ) aberration frequencies of a modulation transfer function comprises determining contrast inversion frequencies of the imaging system.

8. Method ( 100 ) according to claim 7 , wherein each step of determining ( 120 , 52 ) aberration frequencies of a modulation transfer function comprises determining the minima of the function.

9. Imaging system ( 1 ) comprising an image sensor ( 10 ), a unit for processing images ( 11 ) and a geometric aperture ( 12 ), wherein the processing unit is adapted for implementing the method according to claim 1 .

10. A non-transitory computer-readable medium containing code instructions for implementing the method of claim 1 , wherein said code instructions are executed by processing means of a processing unit.

Assignments (10)