METHOD OF ANALYZING CELL OR THE LIKE HAVING LINEAR SHAPE, METHOD OF ANALYZING NERVE CELL AND APPARATUS AND PROGRAM FOR PERFORMING THESE METHODS

Patent №

US 8,077,945

Granted

2011-12-13

Filed 2008

Owner

UNIVERSITY OF TOKYO, THE

Lab

AI components

2

vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12086496

It is intended to propose a technique whereby a nerve cell is morphologically analyzed automatically based on a three-dimensional image of the nerve cell. First, a dendritic projection is traced by using the scale space method. In this step, irregularities are reduced by using the σ-convolution smoothing method and thus the center line of the dendritic projection is identified. Next, a negative curvature is searched for by the Hess tensor method. The part corresponding to the negative curvature in all coordinate axes is judged as the area occupied by “heads”. The center of this area (heads) is referred to as the spine position. Approximation is made on the assumption that the spine head has an ellipsoidal shape. Thus, the minor diameter, medium diameter and major diameter of the ellipsoid are calculated. From the spine position, a perpendicular line is dropped toward the dendritic projection closest thereto and this perpendicular line is considered as the column part. By combining the dendritic projection with the spine head and column thus obtained, the final morphological shape of the nerve cell is obtained.

VisionAI hardwareG06T 7/0012G01N 33/5026G01N 33/5058G06T 7/62G06T 7/64G06V 20/695G06T 2207/20044G06T 2207/30024+1 more

AI classification

Vision1.00
AI hardware0.86
Evolutionary computation0.06
Machine learning0.01
Natural language0.00
Knowledge representation0.00
Speech0.00
Planning0.00

Ownership

UNIVERSITY OF TOKYO, THE

assignment · 213930603

Assignors

KAWATO, SUGURU, MITSUHASHI, KENJI

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

From the same owner

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