Abstract: Provided are systems and methods for analyzing images. An exemplary method can comprise receiving at least one image having one or more annotations indicating a feature. The method can comprise generating training images from the at least one image. Each training image can be based on a respective section of the at least one image. The training images can comprise positive images having the feature and negative images without the feature. The method can comprise generating a feature space based on the positive images and the negative images. The method can further comprise identifying the feature in one or more unclassified images based upon the feature space.
Type:
Application
Filed:
March 14, 2014
Publication date:
February 4, 2016
Applicants:
UNIVERSITY OF IOWA RESEARCH FOUNDATION, THE UNITED STATES OF AMERICA, as Represented by THE SECRETARY OF THE DEPT. OF VETERANS AFFAIRS
Inventors:
Michael D. Abramoff, Mona K. Garvin, Hu Qiao