Title:
APPARATUS AND METHOD FOR IMAGE ANALYSIS USING VIRTUAL THREE-DIMENSIONAL DEEP NEURAL NETWORK
Document Type and Number:
WIPO Patent Application WO/2018/174623
Kind Code:
A1
Abstract:
Disclosed are an apparatus and a method for image analysis using a virtual three-dimensional deep neural network. The apparatus for image analysis comprises: an image acquisition unit for stacking a plurality of two-dimensional image data in a predetermined order; a three-dimensional image generation unit for generating a plurality of three-dimensional data on the basis of different types of multiple items of information for the plurality of two-dimensional image data in a stacked form from the image acquisition unit; and a deep learning algorithm analysis unit for applying a two-dimensional convolutional neural network to each of the plurality of three-dimensional data from the three-dimensional image generation unit, and combining results of applying the two-dimensional convolutional neural network to the plurality of three-dimensional data.
Inventors:
KIM DONGMIN (KR)
BACK JONGHWAN (KR)
LEE MYUNG JAE (KR)
SON JISOO (KR)
KANG SHIN UK (KR)
KIM TAE WON (KR)
KIM DONG-EOG (KR)
BACK JONGHWAN (KR)
LEE MYUNG JAE (KR)
SON JISOO (KR)
KANG SHIN UK (KR)
KIM TAE WON (KR)
KIM DONG-EOG (KR)
Application Number:
PCT/KR2018/003404
Publication Date:
September 27, 2018
Filing Date:
March 23, 2018
Export Citation:
Assignee:
JLK INSPECTION (KR)
International Classes:
G06T17/30; G06N3/08; G06T3/00; G06T3/40; G06T3/60
Foreign References:
| KR20160101973A | 2016-08-26 | |||
| JP2000105838A | 2000-04-11 | |||
| KR20160061856A | 2016-06-01 | |||
| KR20160122452A | 2016-10-24 |
Other References:
LEE, BEOM-JIN ET AL.: "RGB-D-T Face Recognition Using Convolutional-recursive Deep Learning", 2014 KOREAN INSTITUTE OF INFORMATION SCIENTISTS AND ENGINEERS THE 41 ST ANNUAL MEETING AND WINTER CONFERENCE, December 2014 (2014-12-01), pages 616 - 618, XP009516851
TTH, BLINT PI ET AL.: "Deep Learning and SVM Classification for Plant Recognition in Content-Based Large Scale Image Retrieval", WORKING NOTES OF CLEF 2016-CONFERENCE AND LABS OF THE EVALUATION FORUM, 5 September 2016 (2016-09-05), pages 569 - 578, XP055559756
See also references of EP 3605472A4
TTH, BLINT PI ET AL.: "Deep Learning and SVM Classification for Plant Recognition in Content-Based Large Scale Image Retrieval", WORKING NOTES OF CLEF 2016-CONFERENCE AND LABS OF THE EVALUATION FORUM, 5 September 2016 (2016-09-05), pages 569 - 578, XP055559756
See also references of EP 3605472A4
Attorney, Agent or Firm:
KIM, In Han (KR)
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