Title:
INFORMATION PROCESSING METHOD, PROGRAM, AND INFORMATION PROCESSING SYSTEM
Document Type and Number:
WIPO Patent Application WO/2020/059564
Kind Code:
A1
Abstract:
According to the present invention, learning images, which reduce cost and have high accuracy, are generated evenly on a large scale. A processor includes: automatically cutting out a region including an object from a material image and generating an automatic cut out image; and performing learning pertaining to detection of the object on the basis of the automatic cut out image, wherein the generating of the automatic cut out image further includes generating the automatic cut out image by using an automatic cut-out apparatus that is generated by learning on the basis of manual cut out images obtained by manually cutting out a region including the object from the material image.
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Inventors:
ISHIKAWA HIROTAKA (JP)
OGAWA KANJI (JP)
YAMAUCHI TOSHIYUKI (JP)
MUTO AKIHIRO (JP)
OOOKA TOMOKI (JP)
OGAWA KANJI (JP)
YAMAUCHI TOSHIYUKI (JP)
MUTO AKIHIRO (JP)
OOOKA TOMOKI (JP)
Application Number:
PCT/JP2019/035395
Publication Date:
March 26, 2020
Filing Date:
September 09, 2019
Export Citation:
Assignee:
SONY SEMICONDUCTOR SOLUTIONS CORP (JP)
International Classes:
G06T7/00; G06V10/25
Other References:
FUJISANX: "CNN (Automated image data cropping using CNN and openCV", STARTING MACHINE LEARNING FROM SCRATCH, 3 July 2017 (2017-07-03), pages 1 - 11, Retrieved from the Internet > [retrieved on 20191112]
WATANABE, N. ET AL.: "Recognition of Car Images Using A Multi-Layered Neural Network", IEICE TECHNICAL REPORT, vol. 93, no. 537, 25 March 1994 (1994-03-25), pages 191 - 198
KENNEDY, L. ET AL.: "Learning Crop Regions for Content-Aware Generation of Thumbnail Images", PROCEEDINGS OF THE 1ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL (ICMR'LL, 20 April 2011 (2011-04-20), pages 1 - 8, XP055160844, ISBN: 978-1-4503-0336-1, DOI: 10.1145/1991996.1992026
WATANABE, N. ET AL.: "Recognition of Car Images Using A Multi-Layered Neural Network", IEICE TECHNICAL REPORT, vol. 93, no. 537, 25 March 1994 (1994-03-25), pages 191 - 198
KENNEDY, L. ET AL.: "Learning Crop Regions for Content-Aware Generation of Thumbnail Images", PROCEEDINGS OF THE 1ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL (ICMR'LL, 20 April 2011 (2011-04-20), pages 1 - 8, XP055160844, ISBN: 978-1-4503-0336-1, DOI: 10.1145/1991996.1992026
Attorney, Agent or Firm:
SAKAI INTERNATIONAL PATENT OFFICE (JP)
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