特徴量変換モジュール、パターン識別装置、パターン識別方法、およびプログラム

Title:

特徴量変換モジュール、パターン識別装置、パターン識別方法、およびプログラム

Document Type and Number:

Japanese Patent JP6851634

Kind Code:

B2

Abstract:

A characteristic amount conversion module (characteristic amount conversion means) (500) to which the present invention is applied is equipped with: a learning data input unit (510); an intermediate layer setting unit (520), which inputs learning data that has been input to the learning data input unit into a learning model configured from a function comprising a formula having, as factors, a weighting and a bias having a second dimensional number satisfying an optical calculation constraint condition, and which sets an intermediate layer having the second dimensional number; an output calculation unit (530); an error calculation unit (540); a determination unit (550); a weighting bias changing unit (560); a learning model output unit (570); and a control unit (580).

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Inventors:

Eriko Watanabe
Hiroyoshi Fujiyoshi
Yasushi Taniguchi
Kanami Ikeda
Wakita Hide
Hidenori Suzuki

Application Number:

JP2018500181A

Publication Date:

March 31, 2021

Filing Date:

February 15, 2017

Export Citation:

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Assignee:

The University of Electro-Communications

International Classes:

G06T7/00; G03H1/04; G03H1/22; G06G7/60

Domestic Patent References:

JP5101025A
JP8043768A
JP5210141A
JP2001512264A

Foreign References:

US20130019084
US20130011051

Attorney, Agent or Firm:

Sumio Tanai
Junichi Kobayashi
Yuichiro Shimizu

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