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1. EP3794549 - METHOD FOR ESTIMATING MEASURABLE PROPERTIES IN A THREE-DIMENSIONAL VOLUME OF MATERIAL

Office
European Patent Office
Application Number 19730956
Application Date 16.05.2019
Publication Number 3794549
Publication Date 24.03.2021
Publication Kind A1
IPC
G06T 7/00
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7Image analysis
CPC
G06T 7/0002
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7Image analysis
0002Inspection of images, e.g. flaw detection
G06T 2207/20081
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20081Training; Learning
G06T 2207/20084
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
2207Indexing scheme for image analysis or image enhancement
20Special algorithmic details
20084Artificial neural networks [ANN]
G06N 3/08
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3Computer systems based on biological models
02using neural network models
08Learning methods
G06N 20/10
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
NCOMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
20Machine learning
10using kernel methods, e.g. support vector machines [SVM]
Applicants BIORETICS S R L
Inventors ROFFILLI MATTEO
Designated States
Title
(DE) VERFAHREN ZUR SCHÄTZUNG MESSBARER EIGENSCHAFTEN IN EINEM DREIDIMENSIONALEN MATERIALVOLUMEN
(EN) METHOD FOR ESTIMATING MEASURABLE PROPERTIES IN A THREE-DIMENSIONAL VOLUME OF MATERIAL
(FR) PROCÉDÉ D'ESTIMATION DE PROPRIÉTÉS MESURABLES DANS UN VOLUME TRIDIMENSIONNEL DE MATÉRIAU
Abstract
(EN) Method for estimating measurable properties in a three-dimensional volume of material, in particular, the present method providing for the estimation of physical, chemical, biological and/or statistical properties of a volume of material, be it solid, liquid or gaseous; wherein a two-dimensional digital image is obtained, representing a single projection of said volume, which is obtained from a single view position in transmissive or partially reflective mode and wherein said two-dimensional digital image is subjected to analysis by means of machine learning algorithms in supervised mode.
(FR) La présente invention concerne un procédé pour estimer des propriétés mesurables dans un volume tridimensionnel de matériau. En particulier, le présent procédé, qui fournit l’estimation de propriétés physiques, chimiques, biologiques et/ou statistiques d’un volume de matériau, qu’il soit solide, liquide ou gazeux, comprend l’obtention d’une image numérique bidimensionnelle qui représente une seule projection dudit volume, qui est obtenue depuis une seule position de vue dans un mode transmissif ou partiellement réflectif, et la soumission de ladite image numérique bidimensionnelle à une analyse au moyen d’algorithmes d’apprentissage automatique dans un mode supervisé.
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