Ali Kamen,Shanhui Sun,Terrence Chen,Tommaso Mansi,Alexander Michael Gigler,Patra Charalampaki,Maximillian Fleischer,Dorin Comaniciu
申请号：
US15568219
公开号：
US10635924B2
申请日:
2015.05.11
申请国别(地区):
US
年份:
2020
代理人:
摘要：
Systems and methods for image classification include receiving imaging data of in-vivo or excised tissue of a patient during a surgical procedure. Local image features are extracted from the imaging data. A vocabulary histogram for the imaging data is computed based on the extracted local image features. A classification of the in-vivo or excised tissue of the patient in the imaging data is determined based on the vocabulary histogram using a trained classifier, which is trained based on a set of sample images with confirmed tissue types.
