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.
Patent No.:
Date of Patent:
May. 14, 2019
Filed:
Jun. 19, 2017
Cadence Design Systems, Inc., San Jose, CA (US);
Raúl Alejandro Casas, Doylestown, PA (US);
Samer Lutfi Hijazi, San Jose, CA (US);
Rishi Kumar, Jalandhar, IN;
Piyush Kaul, New Delhi, IN;
Xuehong Mao, San Jose, CA (US);
Christopher Rowen, Santa Cruz, CA (US);
Himanshu Charaya, Alwar, IN;
Cadence Design Systems, Inc., San Jose, CA (US);
Abstract
Aspects of the present disclosure involve a transform domain regression convolutional neural network for image segmentation. Example embodiments include a system comprising a machine-readable storage medium storing instructions and computer-implemented methods for classifying one or more pixels in an image. The method may include analyzing the image to estimate one or more transform domain coefficients using a multi-layered function such as a convolutional neural network. The method may further include generating a segmented image by applying a change of basis transformation to the estimated one or more transform domain coefficients.