公开(公告)号：US10290107B1

公开(公告)日：2019-05-14

申请号：US15626821

申请日：2017-06-19

Applicant: Cadence Design Systems, Inc.

Inventor： Raúl Alejandro Casas ,  Samer Lutfi Hijazi ,  Rishi Kumar ,  Piyush Kaul ,  Xuehong Mao ,  Christopher Rowen ,  Himanshu Charaya

IPC: G06K9/00 ,  G06T7/11

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.