SYSTEM AND METHOD FOR TOBOGGAN BASED OBJECT SEGMENTATION USING DIVERGENT GRADIENT FIELD RESPONSE IN IMAGES

Patent №

US 7,526,115

Granted

2009-04-28

Filed 2005

Owner

SIEMENS CORPORATE RESEARCH INC.

+2 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11062411

A method and device for segmenting one or more candidates in an image having image elements is disclosed. The method includes identifying a location for one of the candidates in the image, where the location is based at a given image element, and computing one or more response values at neighboring image elements that are in a neighborhood of the location. Image element clusters are created from the computed response values and one or more of the image element clusters are selected as object segmentations for one or more of the candidates.

Machine learningVisionAI hardwareG06T 7/11G06T 7/155G06V 10/267G06V 10/34G06T 2207/10072G06T 2207/20152G06T 2207/30032

AI classification

Vision1.00
AI hardware0.98
Machine learning0.54
Knowledge representation0.10
Planning0.01
Evolutionary computation0.00
Natural language0.00
Speech0.00

Ownership

SIEMENS CORPORATE RESEARCH INC.

assignment · 158770401

SIEMENS MEDICAL SOLUTIONS USA, INC.

correct · 159140728

SIEMENS HEALTHCARE GMBH

assignment · 512600264

Assignors

BOGONI, LUCA, LIANG, JIANMING, PERIASWAMY, SENTHIL

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

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