METHOD AND ARRANGEMENT FOR 3D IMAGE PRODUCTION

Patent №

US 9,747,707

Granted

2017-08-29

Filed 2014

Owner

EIGENOR OY

Lab

AI components

3

ml · vision · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14196600

An image is produced of a target region from tomographic measurements through statistical inversion. The target region is mapped with a grid of voxels. Unknowns in the voxels are the components of a vector-valued variable. A next version of the vector-valued variable is repeatedly generated by drawing for each component a value from a conditional distribution. Elements of a theory matrix indicate, what is the contribution of each voxel in the grid to a detection result. The non-zero elements of the theory matrix are stored in a compressed form. A proper subset of the elements of the theory matrix is decompressed for either updating the quantity Ax and/or calculating the quantity AjT(Ax), where A is the theory matrix, x is the vector-valued variable and AjT is the transpose of the j:th column of the theory matrix.

AI classification

Vision1.00
Evolutionary computation0.83
Machine learning0.63
AI hardware0.39
Natural language0.00
Speech0.00
Planning0.00
Knowledge representation0.00

Ownership

EIGENOR OY

assignment · 323470645

Assignors

SUNDBERG, PAULI, MARKKANEN, MARKKU, SIERWALD, JORN, MULTAMAKI, TIMO

On an employer assignment, the assignors are typically the inventors.

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