Title:
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2017/125980
Kind Code:
A1
Abstract:
This information processing device is a multiply and accumulate circuit composed of a hierarchy of a plurality of deep learning neural network blocks, and is provided with: a machine learning module which synthesizes, using machine learning, an algorithm representing filter characteristics for desired image processing; a debugging module which analyzes the digital filter characteristics of each deep learning neural network block on the basis of the input and output data of the machine learning module; and a grading module which performs gain adjustment on the basis of the results of the analysis by the debugging module and develops an output image from an input image.
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Inventors:
ARAI HIROSHI (JP)
Application Number:
PCT/JP2016/005060
Publication Date:
July 27, 2017
Filing Date:
December 05, 2016
Export Citation:
Assignee:
SONY CORP (JP)
International Classes:
G06T5/00; G06N3/02; G06V10/764
Foreign References:
| JPH06231245A | 1994-08-19 | |||
| JP2015036939A | 2015-02-23 |
Other References:
OKATANI, TAKAYUKI ET AL.: "Deep Learning", IPSJ SIG NOTES COMPUTER VISION AND IMAGE MEDIA (CVIM), vol. 2013-CVIM-185, no. 19, 16 January 2013 (2013-01-16), pages 1 - 17
Attorney, Agent or Firm:
OMORI, Junichi (JP)
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