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Patent Searching and Data


Title:
IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, AND RECORDING MEDIUM
Document Type and Number:
WIPO Patent Application WO/2018/173800
Kind Code:
A1
Abstract:
An image processing device provided with: an extraction unit for extracting image data using a prescribed sliding window in an original image; a learning unit for performing machine learning using a teacher signal that represents the classification of image data in learning data that includes the image data, and thereby generating a prediction model; and furthermore a selection unit for selecting other image data, from among other image data different from the image data, in which an error in classification based on the prediction model is greater than than a prescribed threshold value, and adding the selected other image data to the learning data, the learning unit repeating the machine learning in the learning data to which the other image data was added and thereby updating the prediction model.

Inventors:
NAKAYAMA HIKARU (JP)
Application Number:
PCT/JP2018/009197
Publication Date:
September 27, 2018
Filing Date:
March 09, 2018
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Assignee:
NEC CORP (JP)
International Classes:
G06T7/00
Domestic Patent References:
WO2010047019A12010-04-29
Foreign References:
JPH05257917A1993-10-08
JP2001175870A2001-06-29
Other References:
SHIRAI, SATOSHI ET AL.: "Detection of the Gaze Direction for Detection of the Driver's Status", IEICE TECHNICAL REPORT, vol. 103, no. 453, 14 November 2003 (2003-11-14), pages 67 - 72
AMANO, TOSHIYUKI ET AL.: "Image Interpolation by the High Dimensional Nonlinear Projection Using kBPLP Method", THE TRANSACTIONS OF THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS, vol. J86-D-II, no. 4, 1 April 2003 (2003-04-01), pages 525 - 534
Attorney, Agent or Firm:
OKABE, Yuzuru et al. (JP)
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