CN111651969B - 样式迁移 - Google Patents
样式迁移 Download PDFInfo
- Publication number
- CN111651969B CN111651969B CN201910161417.9A CN201910161417A CN111651969B CN 111651969 B CN111651969 B CN 111651969B CN 201910161417 A CN201910161417 A CN 201910161417A CN 111651969 B CN111651969 B CN 111651969B
- Authority
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- China
- Prior art keywords
- style
- target object
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- representation
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- 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.)
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Classifications
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- 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)
Priority Applications (9)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202311308278.0A CN117291162A (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
| CN201910161417.9A CN111651969B (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
| US17/431,377 US11580292B2 (en) | 2019-03-04 | 2020-02-03 | Style transfer |
| EP20708391.6A EP3935556A1 (en) | 2019-03-04 | 2020-02-03 | Style transfer |
| PCT/US2020/016309 WO2020180437A1 (en) | 2019-03-04 | 2020-02-03 | Style transfer |
| CA3132064A CA3132064A1 (en) | 2019-03-04 | 2020-02-03 | Style transfer |
| JP2021546228A JP7502312B2 (ja) | 2019-03-04 | 2020-02-03 | スタイル変換 |
| KR1020217028160A KR20210132060A (ko) | 2019-03-04 | 2020-02-03 | 스타일 트랜스퍼 |
| US18/106,802 US12293142B2 (en) | 2019-03-04 | 2023-02-07 | Style transfer |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910161417.9A CN111651969B (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311308278.0A Division CN117291162A (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111651969A CN111651969A (zh) | 2020-09-11 |
| CN111651969B true CN111651969B (zh) | 2023-10-27 |
Family
ID=69726841
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910161417.9A Active CN111651969B (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
| CN202311308278.0A Pending CN117291162A (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
Family Applications After (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202311308278.0A Pending CN117291162A (zh) | 2019-03-04 | 2019-03-04 | 样式迁移 |
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=) |
Families Citing this family (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN108921894A (zh) * | 2018-06-08 | 2018-11-30 | 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 |
Family Cites Families (36)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| 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 |
| US20190279075A1 (en) * | 2018-03-09 | 2019-09-12 | Nvidia Corporation | Multi-modal image translation using neural networks |
| 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 |
| 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 |
-
2019
- 2019-03-04 CN CN201910161417.9A patent/CN111651969B/zh active Active
- 2019-03-04 CN CN202311308278.0A patent/CN117291162A/zh active Pending
-
2020
- 2020-02-03 JP JP2021546228A patent/JP7502312B2/ja active Active
- 2020-02-03 CA CA3132064A patent/CA3132064A1/en active Pending
- 2020-02-03 US US17/431,377 patent/US11580292B2/en active Active
- 2020-02-03 KR KR1020217028160A patent/KR20210132060A/ko active Pending
- 2020-02-03 EP EP20708391.6A patent/EP3935556A1/en active Pending
- 2020-02-03 WO PCT/US2020/016309 patent/WO2020180437A1/en not_active Ceased
-
2023
- 2023-02-07 US US18/106,802 patent/US12293142B2/en active Active
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| 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 |
| CN108921894A (zh) * | 2018-06-08 | 2018-11-30 | 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 |
Also Published As
| Publication number | Publication date |
|---|---|
| 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 |
| CA3132064A1 (en) | 2020-09-10 |
| 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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