AUTOMATED SEPARATION OF BINARY OVERLAPPING TREES

摘要

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.

主权项

1. A method for image analysis, comprising:
receiving an image with a plurality of overlapping tree structures; generating a potential connectivity map (PCM) based on the plurality of tree structures, wherein the PCM comprises segments; determining potential connectivity between segments and a corresponding cost for each potential connectivity; processing the PCM to separate the plurality of overlapping tree structures into separate tree structures with a minimal cost; and outputting the separate tree structures having minimal cost.