Patent №
US 7,660,463
Granted
2010-02-09
Filed 2004
Owner
MICROSOFT CORPORATION
Lab
AI components
2
ml · vision
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
10861771
Techniques are disclosed to provide more efficient and improved extraction of a portion of a scene without requiring excessive user interaction. More particularly, the extraction may be achieved by using iterated graph cuts. In an implementation, a method includes segmenting an image into a foreground portion and a background portion (e.g., where an object or desired portion to be extracted is present in the foreground portion). The method determines the properties corresponding to the foreground and background portions of the image. Distributions may be utilized to model the foreground and background properties. The properties may be color in one implementation and the distributions may be a Gaussian Mixture Model in another implementation. The foreground and background properties are updated based on the portions. And, the foreground and background portions are updated based on the updated foreground and background properties.
AI classification
Ownership
MICROSOFT CORPORATION
assignment · 154430094
Assignors
BLAKE, ANDREW, ROTHER, CARSTEN CURT ECKARD, ANANDAN, PADMANABHAN
On an employer assignment, the assignors are typically the inventors.