JP7477260B2 - 情報処理装置、情報処理プログラム及び情報処理方法 - Google Patents

情報処理装置、情報処理プログラム及び情報処理方法 Download PDF

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JP7477260B2
JP7477260B2 JP2018013489A JP2018013489A JP7477260B2 JP 7477260 B2 JP7477260 B2 JP 7477260B2 JP 2018013489 A JP2018013489 A JP 2018013489A JP 2018013489 A JP2018013489 A JP 2018013489A JP 7477260 B2 JP7477260 B2 JP 7477260B2
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coloring
image
neural network
partial image
trained neural
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JP2019133303A (ja
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泰山 米辻
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Preferred Networks Inc
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Preferred Networks Inc
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/10—Texturing; Colouring; Generation of textures or colours
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G06N3/0455—Auto-encoder networks; Encoder-decoder networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/56—Extraction of image or video features relating to colour
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/08—Feature extraction

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  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Multimedia (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Medical Informatics (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Processing Or Creating Images (AREA)
JP2018013489A 2018-01-30 2018-01-30 情報処理装置、情報処理プログラム及び情報処理方法 Active JP7477260B2 (ja)

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JP2018013489A JP7477260B2 (ja) 2018-01-30 2018-01-30 情報処理装置、情報処理プログラム及び情報処理方法
US16/261,117 US11288845B2 (en) 2018-01-30 2019-01-29 Information processing apparatus for coloring an image, an information processing program for coloring an image, and an information processing method for coloring an image

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JP2018013489A JP7477260B2 (ja) 2018-01-30 2018-01-30 情報処理装置、情報処理プログラム及び情報処理方法

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JP2019133303A5 JP2019133303A5 (https=) 2021-03-04
JP7477260B2 true JP7477260B2 (ja) 2024-05-01

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Families Citing this family (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP7242165B2 (ja) 2017-09-20 2023-03-20 株式会社Preferred Networks プログラム、情報処理装置、および方法
KR102216749B1 (ko) * 2019-03-05 2021-02-17 네이버웹툰 유한회사 타겟 이미지의 채색 완성 방법, 장치 및 컴퓨터 프로그램
JP7490957B2 (ja) * 2019-12-26 2024-05-28 セイコーエプソン株式会社 表示装置
JP7505256B2 (ja) * 2020-05-15 2024-06-25 オムロン株式会社 画像検査装置、画像検査方法及び学習済みモデル生成装置
CN112884866B (zh) * 2021-01-08 2023-06-06 北京奇艺世纪科技有限公司 一种黑白视频的上色方法、装置、设备及存储介质
JP7675367B2 (ja) * 2021-07-12 2025-05-13 Ｍａｎｔｒａ株式会社 画像着色方法及び装置、着色画像生成モデルの生成装置、並びにプログラム
CN115018953B (zh) * 2022-08-04 2023-02-10 广东时谛智能科技有限公司 鞋体颜色和纹理的确定方法、装置、电子设备及存储介质
JP2024029442A (ja) * 2022-08-22 2024-03-06 Ｔｏｐｐａｎホールディングス株式会社 画像着色装置、画像着色方法、およびプログラム

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JP2017151813A (ja) 2016-02-25 2017-08-31 ファナック株式会社 入力画像から検出した対象物を表示する画像処理装置
JP2017167987A (ja) 2016-03-17 2017-09-21 ヤフー株式会社 判定装置、および判定方法

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JP2004334814A (ja) * 2003-05-07 2004-11-25 Susumu Shiroyama モノクロ画像のカラー化手法、装置、プログラム
JP4984785B2 (ja) * 2006-09-21 2012-07-25 横河電機株式会社 Ｄフリップフロップ回路
JP2012033012A (ja) * 2010-07-30 2012-02-16 Casio Comput Co Ltd 画調変換装置、画調変換システム、画調変換方法及びプログラム
US10198839B2 (en) 2016-09-22 2019-02-05 Apple Inc. Style transfer-based image content correction
US10916001B2 (en) * 2016-11-28 2021-02-09 Adobe Inc. Facilitating sketch to painting transformations
CN108205813B (zh) * 2016-12-16 2022-06-03 微软技术许可有限责任公司 基于学习网络的图像风格化
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JP2017167987A (ja) 2016-03-17 2017-09-21 ヤフー株式会社 判定装置、および判定方法

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Ａｌｅｘ Ｙｏｎｇ－Ｓａｎｇ Ｃｈｉａ，"Ｓｅｍａｎｔｉｃ Ｃｏｌｏｒｉｚａｔｉｏｎ ｗｉｔｈ Ｉｎｔｅｒｎｅｔ Ｉｍａｇｅｓ"， ＡＣＭ Ｔｒａｎｓａｃｔｉｏｎｓ ｏｎ Ｇｒａｐｈｉｃｓ，（米国），Ａｓｓｏｃｉａｔｉｏｎ ｆｏｒ Ｃｏｍｐｕｔｉｎｇ Ｍａｃｈｉｎｅｒｙ，２０１１年１２月，Ｖｏｌ．３０，Ｎｏ．６， ａｒｔｉｃｌｅ１５６．
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片岡裕介、"深層学習における敵対的ネットワークを用いた漫画画像の自動カラー化"、情報処理学会研究報告コンピュータビジョンとイメージメディア、一般社団法人情報処理学会、２０１７年３月９日、Ｖｏｌ．２０１７－ＣＶＩＭ－２０６、Ｎｏ．６

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