The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 02, 2014

Filed:

Oct. 03, 2011
Applicants:

Neda Salamati, Chavannes-pres-Renens, CH;

Diane Larlus, Venon, FR;

Gabriela Csurka, Crolles, FR;

Craig Saunders, Grenoble, FR;

Inventors:

Neda Salamati, Chavannes-pres-Renens, CH;

Diane Larlus, Venon, FR;

Gabriela Csurka, Crolles, FR;

Craig Saunders, Grenoble, FR;

Assignee:

Xerox Corporation, Norwalk, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/34 (2006.01); G06K 9/62 (2006.01); G06T 7/00 (2006.01);
U.S. Cl.
CPC ...
G06T 7/0087 (2013.01); G06T 2207/20076 (2013.01); G06T 2207/10048 (2013.01); G06T 2207/20072 (2013.01); G06T 2207/20081 (2013.01); G06T 7/0093 (2013.01);
Abstract

A method for segmenting an image includes extracting unary potentials for pixels of the input image. These can be based for each of a set of possible labels, on information for a first channel in the image, such as in the visible range of the spectrum. Pairwise potentials are extracted for neighboring pairs of pixels of the image. These can be based on information for a second channel in the image, such as in the infrared range of the spectrum. An objective function is optimized over pixels of the input image to identify labels for the pixels. The objective function is based on a combination of ones of the extracted unary and pairwise potentials. The image is then segmented, based on the identified pixel labels. The method and system can provide an improvement in segmentation over methods which use only the visible information.


Find Patent Forward Citations

Loading…