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. 04, 2018

Filed:

Oct. 12, 2016
Applicant:

Samsung Electronics Co., Ltd., Suwon-si, KR;

Inventors:

Jung Soo Kim, Hwaseong-si, KR;

Jin Kwan Kim, Seongnam-si, KR;

Chung Sam Jun, Suwon-si, KR;

Yu sin Yang, Seoul, KR;

Soo Seok Lee, Hwaseong-si, KR;

Assignee:

SAMSUNG ELECTRONICS CO., LTD., Samsung-ro, Yeongtong-gu, Suwon-si, Gyeonggi-do, KR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 7/00 (2017.01); G06T 7/50 (2017.01); G06K 9/46 (2006.01); G01Q 30/02 (2010.01); H01J 37/28 (2006.01); G06T 7/529 (2017.01); G06T 7/41 (2017.01);
U.S. Cl.
CPC ...
G06T 7/0004 (2013.01); G01Q 30/02 (2013.01); G06K 9/4604 (2013.01); G06T 7/41 (2017.01); G06T 7/50 (2017.01); G06T 7/529 (2017.01); H01J 37/28 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/10061 (2013.01); G06T 2207/30148 (2013.01); H01J 2237/225 (2013.01); H01J 2237/281 (2013.01);
Abstract

A 3D profiling system of a semiconductor chip is provided and includes a storage unit that receives scanning electron microscope (SEM) images of a plurality of semiconductor devices having respective data with respect to a plurality of different components and gray levels of each SEM image. An extraction unit that performs principal component analysis (PCA) on the gray level of the SEM image and separates principal components from among the plurality of different components is also part of the system. Additionally, a calculation unit receives provision of actually measured values of the plurality of semiconductor devices, and applies a multiple linear regression to the principal components based on the measured values to complete a 3D profile of the semiconductor chip.


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