PRIOR-CONSTRAINED MEAN SHIFT ANALYSIS

Patent №

US 7,680,335

Granted

2010-03-16

Filed 2006

Owner

SIEMENS CORPORATE RESEARCH, INC.

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11371698

A system and method are provided for prior-constrained mean shift analysis of a data array, the system including a processor, an input adapter in signal communication with the processor for receiving at least one data array, and a prior constraints unit in signal communication with the processor for performing a prior-constrained mean shift analysis on the at least one data array; and the method including receiving initialization data, selecting an initial point relative to the initialization data, Gaussian fitting with a prior-constrained mean shift responsive to the initial point to parse a structure, and setting the parsed structure as a prior constraint.

Machine learningVisionAI hardwareG06T 7/0012G06F 18/2321G06T 7/11G06T 7/143G06V 10/763G06T 2207/10081G06T 2207/20101G06T 2207/30064

AI classification

Vision1.00
Machine learning0.99
AI hardware0.85
Planning0.21
Natural language0.00
Knowledge representation0.00
Speech0.00
Evolutionary computation0.00

Ownership

SIEMENS CORPORATE RESEARCH, INC.

assignment · 178270413

SIEMENS MEDICAL SOLUTIONS USA, INC.

assignment · 178270467

Assignors

OKADA, KAZUNORI, RAMESH, VISVANATHAN, SINGH, MANEESH K.

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

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