Invention Grant
- Patent Title: Methods and systems for fast automatic brain matching via spectral correspondence
- Patent Title (中): 通过频谱对应快速自动脑匹配的方法和系统
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Application No.: US13107002Application Date: 2011-05-13
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Publication No.: US08965077B2Publication Date: 2015-02-24
- Inventor: Leo Grady , Herve Jun Alfred Lombaert , Jonathan Rizzo Polimeni , Farida Cheriet
- Applicant: Leo Grady , Herve Jun Alfred Lombaert , Jonathan Rizzo Polimeni , Farida Cheriet
- Applicant Address: US NJ Iselin US MA Boston
- Assignee: Siemens Corporation,The General Hospital Corporation
- Current Assignee: Siemens Corporation,The General Hospital Corporation
- Current Assignee Address: US NJ Iselin US MA Boston
- Main IPC: G06K9/00
- IPC: G06K9/00 ; A61B5/00 ; G06T7/00 ; A61B5/055

Abstract:
Methods and systems determine a correspondence of two sets of data, each data set represents an object. A weighted graph is created from each data set, and a Laplacian is determined for each weighted graph, from which spectral components are determined. The spectral components determine a coordinate of a node in a weighted graph. Nodes of a weighted graph are weighted with a quantified feature related to anode. A coordinate related to a quantified feature of a node is added to the coordinate based on the spectral components. Spectral components related to a weighted graph are reordered to a common ordering. Reordered spectral components related to the first and second data set are aligned and a correspondence is determined. An object may be a brain and a feature may be a sulcal depth. Other objects for which a correspondence may be determined include an electrical network, an image and a social network.
Public/Granted literature
- US20110295515A1 METHODS AND SYSTEMS FOR FAST AUTOMATIC BRAIN MATCHING VIA SPECTRAL CORRESPONDENCE Public/Granted day:2011-12-01
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