发明名称 |
Segmenting biological structures from microscopy images |
摘要 |
A method performed by one or more processors, includes: receiving an image to be segmented into one or more representations of one or more biological structures; accessing data representing a set of biological structures that are derived from other biological structures delineated in a training image, wherein the training image is associated with a level of modality that corresponds to a level of modality associated with the image to be segmented; computing a normalized cross correlation of the received image against one or more of the biological structures in the set of biological structures; generating, based on computing, seed data representing an estimate of a spatial organization of the one or more biological structures in the received image; and segmenting, based on a normalized cross correction of the received image to the seed data, the received image into the one or more representations of the one or more biological structures. |
申请公布号 |
US9443128(B2) |
申请公布日期 |
2016.09.13 |
申请号 |
US201214348342 |
申请日期 |
2012.09.27 |
申请人 |
Carnegie Mellon University |
发明人 |
Chen Cheng;Rohde Gustavo Kunde;Ozolek John A.;Wang Wei |
分类号 |
G06K9/00;G06T7/00 |
主分类号 |
G06K9/00 |
代理机构 |
Fish & Richardson P.C. |
代理人 |
Fish & Richardson P.C. |
主权项 |
1. A method performed by one or more processors, comprising:
receiving an image to be segmented into one or more representations of one or more biological structures; accessing data representing a set of biological structures that are derived from other biological structures delineated in a training image, wherein the training image is associated with a level of modality that corresponds to a level of modality associated with the image to be segmented; computing a normalized cross correlation of the received image against one or more of the biological structures in the set of biological structures; generating, based on computing, seed data representing an estimate of a spatial organization of the one or more biological structures in the received image; and segmenting, based on a normalized cross correlation of the received image to the seed data, the received image into the one or more representations of the one or more biological structures. |
地址 |
Pittsburgh PA US |