CA3132064A1 - Style transfer - Google Patents

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Publication number
CA3132064A1
CA3132064A1 CA3132064A CA3132064A CA3132064A1 CA 3132064 A1 CA3132064 A1 CA 3132064A1 CA 3132064 A CA3132064 A CA 3132064A CA 3132064 A CA3132064 A CA 3132064A CA 3132064 A1 CA3132064 A1 CA 3132064A1
Authority
CA
Canada
Prior art keywords
style
reference image
target object
editable
implementations
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CA3132064A
Other languages
English (en)
French (fr)
Inventor
Jinpeng WANG
Chin-Yew Lin
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Microsoft Technology Licensing LLC
Original Assignee
Microsoft Technology Licensing LLC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Microsoft Technology Licensing LLC filed Critical Microsoft Technology Licensing LLC
Publication of CA3132064A1 publication Critical patent/CA3132064A1/en
Pending legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
    • G06F40/18—Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheets
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/40—Document-oriented image-based pattern recognition
    • G06V30/41—Analysis of document content
    • G06V30/412—Layout analysis of documents structured with printed lines or input boxes, e.g. business forms or tables
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/103—Formatting, i.e. changing of presentation of documents
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
    • 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
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • 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
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/00—Two-dimensional [2D] image generation
    • G06T11/20—Drawing from basic elements
    • G06T11/26—Drawing of charts or graphs
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/40—Document-oriented image-based pattern recognition

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Computational Linguistics (AREA)
  • General Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Evolutionary Computation (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Biomedical Technology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Processing Or Creating Images (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
CA3132064A 2019-03-04 2020-02-03 Style transfer Pending CA3132064A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
CN201910161417.9 2019-03-04
CN201910161417.9A CN111651969B (zh) 2019-03-04 2019-03-04 样式迁移
PCT/US2020/016309 WO2020180437A1 (en) 2019-03-04 2020-02-03 Style transfer

Publications (1)

Publication Number Publication Date
CA3132064A1 true CA3132064A1 (en) 2020-09-10

Family

ID=69726841

Family Applications (1)

Application Number Title Priority Date Filing Date
CA3132064A Pending CA3132064A1 (en) 2019-03-04 2020-02-03 Style transfer

Country Status (7)

Country Link
US (2) US11580292B2 (https=)
EP (1) EP3935556A1 (https=)
JP (1) JP7502312B2 (https=)
KR (1) KR20210132060A (https=)
CN (2) CN111651969B (https=)
CA (1) CA3132064A1 (https=)
WO (1) WO2020180437A1 (https=)

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CN111651969B (zh) 2019-03-04 2023-10-27 微软技术许可有限责任公司 样式迁移
KR102034827B1 (ko) * 2019-05-14 2019-11-18 주식회사 뷰노 훈련된 심층 신경망 모델의 재현 성능을 개선하는 방법 및 이를 이용한 장치
US12340440B2 (en) * 2020-11-16 2025-06-24 Disney Enterprises, Inc. Adaptive convolutions in neural networks
US20220237838A1 (en) * 2021-01-27 2022-07-28 Nvidia Corporation Image synthesis using one or more neural networks
KR20240082905A (ko) * 2022-12-02 2024-06-11 삼성전자주식회사 문서 스타일을 조정하는 방법, 전자 디바이스, 및 기록 매체
EP4589464A4 (en) * 2022-12-02 2025-12-24 Samsung Electronics Co Ltd METHOD, ELECTRONIC DEVICE AND RECORDING MEDIUM FOR ADJUSTING A DOCUMENT STYLE

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CA2285877A1 (en) 1999-10-15 2001-04-15 Ibm Canada Limited-Ibm Canada Limitee System and method for capturing document style by example
US6871319B2 (en) * 2001-03-27 2005-03-22 Microsoft Corporation Table styles inference engine
US7747944B2 (en) * 2005-06-30 2010-06-29 Microsoft Corporation Semantically applying style transformation to objects in a graphic
US20070061714A1 (en) 2005-09-09 2007-03-15 Microsoft Corporation Quick styles for formatting of documents
US20070162848A1 (en) * 2006-01-09 2007-07-12 Apple Computer, Inc. Predictive styling
US7522176B2 (en) * 2006-11-14 2009-04-21 Microsoft Corporation Dynamically generating mini-graphs to represent style and template icons
US20090006967A1 (en) 2007-06-26 2009-01-01 Microsoft Corporation Live copy-paste
US9558172B2 (en) * 2008-03-12 2017-01-31 Microsoft Technology Licensing, Llc Linking visual properties of charts to cells within tables
US8314798B2 (en) * 2009-10-02 2012-11-20 Business Objects Software Limited Dynamic generation of contextual charts based on personalized visualization preferences
WO2013009710A1 (en) * 2011-07-08 2013-01-17 Steamfunk Labs, Inc. Automated presentation of information using infographics
US20130093782A1 (en) * 2011-10-13 2013-04-18 Microsoft Corporation Color Selection and Chart Styles
US20140165037A1 (en) * 2012-12-12 2014-06-12 Microsoft Corporation Reusable application user experience
US20160012129A1 (en) * 2014-07-14 2016-01-14 Microsoft Technology Licensing, Llc Visualization suggestions
US9805483B2 (en) * 2014-08-21 2017-10-31 Microsoft Technology Licensing, Llc Enhanced recognition of charted data
US9665930B1 (en) 2015-11-10 2017-05-30 Adobe Systems Incorporated Selective editing of images using editing tools with persistent tool settings
US9857953B2 (en) * 2015-11-17 2018-01-02 Adobe Systems Incorporated Image color and tone style transfer
WO2018020462A1 (en) * 2016-07-27 2018-02-01 Wix.Com Ltd. System and method for implementing containers which extract and apply semantic page knowledge
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
JP2018132855A (ja) * 2017-02-14 2018-08-23 国立大学法人電気通信大学 画像スタイル変換装置、画像スタイル変換方法および画像スタイル変換プログラム
US10867416B2 (en) * 2017-03-10 2020-12-15 Adobe Inc. Harmonizing composite images using deep learning
US10311326B2 (en) * 2017-03-31 2019-06-04 Qualcomm Incorporated Systems and methods for improved image textures
US10565757B2 (en) * 2017-06-09 2020-02-18 Adobe Inc. Multimodal style-transfer network for applying style features from multi-resolution style exemplars to input images
US10832387B2 (en) * 2017-07-19 2020-11-10 Petuum Inc. Real-time intelligent image manipulation system
US10789694B1 (en) * 2017-09-11 2020-09-29 Apple Inc. Real-time adjustment of temporal consistency constraints for video style
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
US10984286B2 (en) * 2018-02-02 2021-04-20 Nvidia Corporation Domain stylization using a neural network model
US10872399B2 (en) * 2018-02-02 2020-12-22 Nvidia Corporation Photorealistic image stylization using a neural network model
US10825132B2 (en) * 2018-02-20 2020-11-03 Element Ai Inc. Training method for convolutional neural networks for use in artistic style transfers for video
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US10950021B2 (en) * 2018-04-23 2021-03-16 Accenture Global Solutions Limited AI-driven design platform
US10650495B2 (en) * 2018-06-04 2020-05-12 Adobe Inc. High resolution style transfer
CN108921894B (zh) * 2018-06-08 2021-06-29 百度在线网络技术（北京）有限公司 对象定位方法、装置、设备和计算机可读存储介质
KR102640234B1 (ko) * 2018-09-28 2024-02-23 삼성전자주식회사 디스플레이 장치의 제어 방법 및 그에 따른 디스플레이 장치
US10839493B2 (en) * 2019-01-11 2020-11-17 Adobe Inc. Transferring image style to content of a digital image
CN111651969B (zh) 2019-03-04 2023-10-27 微软技术许可有限责任公司 样式迁移
US11295494B2 (en) * 2019-06-26 2022-04-05 Adobe Inc. Image modification styles learned from a limited set of modified images
CN114327418B (zh) * 2020-09-30 2025-06-24 微软技术许可有限责任公司 电子设备和计算机实现的方法

Also Published As

Publication number Publication date
CN111651969B (zh) 2023-10-27
EP3935556A1 (en) 2022-01-12
KR20210132060A (ko) 2021-11-03
US12293142B2 (en) 2025-05-06
WO2020180437A1 (en) 2020-09-10
US11580292B2 (en) 2023-02-14
JP7502312B2 (ja) 2024-06-18
JP2022523754A (ja) 2022-04-26
CN117291162A (zh) 2023-12-26
CN111651969A (zh) 2020-09-11
US20230252220A1 (en) 2023-08-10
US20220138398A1 (en) 2022-05-05

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