JPWO2020091891A5 - - Google Patents

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JPWO2020091891A5
JPWO2020091891A5 JP2021512501A JP2021512501A JPWO2020091891A5 JP WO2020091891 A5 JPWO2020091891 A5 JP WO2020091891A5 JP 2021512501 A JP2021512501 A JP 2021512501A JP 2021512501 A JP2021512501 A JP 2021512501A JP WO2020091891 A5 JPWO2020091891 A5 JP WO2020091891A5
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style
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determining
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JP7373554B2 (ja
JP2022503647A5 (https=
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JP2021512501A 2018-10-31 2019-09-05 クロスドメイン画像変換 Active JP7373554B2 (ja)

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Application Number Priority Date Filing Date Title
CN201811294026.6 2018-10-31
CN201811294026.6A CN111127304B (zh) 2018-10-31 2018-10-31 跨域图像转换
PCT/US2019/049619 WO2020091891A1 (en) 2018-10-31 2019-09-05 Cross-domain image translation

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JP2022503647A JP2022503647A (ja) 2022-01-12
JP2022503647A5 JP2022503647A5 (https=) 2022-08-18
JPWO2020091891A5 true JPWO2020091891A5 (https=) 2022-08-18
JP7373554B2 JP7373554B2 (ja) 2023-11-02

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US (1) US11481869B2 (https=)
EP (1) EP3874458A1 (https=)
JP (1) JP7373554B2 (https=)
KR (1) KR102663519B1 (https=)
CN (1) CN111127304B (https=)
WO (1) WO2020091891A1 (https=)

Families Citing this family (39)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111127304B (zh) * 2018-10-31 2024-02-20 微软技术许可有限责任公司 跨域图像转换
US20200242736A1 (en) * 2019-01-29 2020-07-30 Nvidia Corporation Method for few-shot unsupervised image-to-image translation
US11556848B2 (en) * 2019-10-21 2023-01-17 International Business Machines Corporation Resolving conflicts between experts' intuition and data-driven artificial intelligence models
US12050639B2 (en) * 2019-11-12 2024-07-30 Yahoo Assets Llc Method and system for sketch based search
US11450008B1 (en) * 2020-02-27 2022-09-20 Amazon Technologies, Inc. Segmentation using attention-weighted loss and discriminative feature learning
US11501107B2 (en) * 2020-05-07 2022-11-15 Adobe Inc. Key-value memory network for predicting time-series metrics of target entities
US12505595B2 (en) 2020-05-15 2025-12-23 Nvidia Corporation Content-aware style encoding using neural networks
JP7477864B2 (ja) * 2020-05-18 2024-05-02 国立大学法人山梨大学 画像生成方法、プログラム及び画像生成装置
CN111508048B (zh) * 2020-05-22 2023-06-20 南京大学 一种可交互任意形变风格人脸漫画自动生成方法
CN111833238B (zh) * 2020-06-01 2023-07-25 北京百度网讯科技有限公司 图像的翻译方法和装置、图像翻译模型的训练方法和装置
US11508051B2 (en) * 2020-06-05 2022-11-22 Leica Microsystems Cms Gmbh Image and data analystics model compatibility regulation methods
CN111738910A (zh) * 2020-06-12 2020-10-02 北京百度网讯科技有限公司 一种图像处理方法、装置、电子设备和存储介质
US11574500B2 (en) * 2020-09-08 2023-02-07 Samsung Electronics Co., Ltd. Real-time facial landmark detection
WO2022053431A1 (en) * 2020-09-10 2022-03-17 Interdigital Ce Patent Holdings, Sas A method and an apparatus for generating a 3d face comprising at least one deformed region
US12333427B2 (en) 2020-10-16 2025-06-17 Adobe Inc. Multi-scale output techniques for generative adversarial networks
KR102770927B1 (ko) * 2020-11-04 2025-02-19 서울대학교산학협력단 손실 산입 학습 방법, 그의 장치, 기록 매체 및 이를 적용한 전자 디바이스
CN112991151B (zh) * 2021-02-09 2022-11-22 北京字跳网络技术有限公司 图像处理方法、图像生成方法、装置、设备和介质
US12136155B2 (en) * 2021-02-15 2024-11-05 Carnegie Mellon University System and method for photorealistic image synthesis using unsupervised semantic feature disentanglement
WO2022243250A1 (en) * 2021-05-18 2022-11-24 Interdigital Ce Patent Holdings, Sas A method and an apparatus for generating a 3d face comprising at least one deformed region
US12056849B2 (en) * 2021-09-03 2024-08-06 Adobe Inc. Neural network for image style translation
CN113762165A (zh) * 2021-09-09 2021-12-07 北京海航中软科技有限公司 一种嫌疑人识别追踪方法及系统
US11900519B2 (en) * 2021-11-17 2024-02-13 Adobe Inc. Disentangling latent representations for image reenactment
CN114359035B (zh) * 2021-12-27 2025-08-12 中山大学 一种基于生成对抗网络的人体风格迁移方法、设备及介质
US12450787B2 (en) 2021-12-28 2025-10-21 POSTECH Research and Business Development Foundation Automatic caricature generating method and apparatus
KR102678473B1 (ko) * 2021-12-28 2024-06-27 포항공과대학교 산학협력단 자동 캐리커처 생성 방법 및 장치
US12361614B2 (en) * 2021-12-30 2025-07-15 Snap Inc. Protecting image features in stylized representations of a source image
EP4457760A1 (en) * 2021-12-30 2024-11-06 Snap Inc. Protecting image features in stylized representations of a source image
US20230267652A1 (en) * 2022-02-24 2023-08-24 Adobe Inc. Generating artistic content from a text prompt or a style image utilizing a neural network model
US20230377324A1 (en) * 2022-05-19 2023-11-23 Nvidia Corporation Multi-domain generative adversarial networks for synthetic data generation
US20240029321A1 (en) * 2022-07-20 2024-01-25 Canon Kabushiki Kaisha Image processing method, image processing apparatus, storage medium, image processing system, method of generating machine learning model, and learning apparatus
US12249132B2 (en) * 2022-07-27 2025-03-11 Adobe Inc. Adapting generative neural networks using a cross domain translation network
US12322027B2 (en) * 2022-12-29 2025-06-03 Snap Inc. Avatar generation according to artistic styles
US12469217B2 (en) 2022-12-29 2025-11-11 Snap Inc. Infinite-scale city synthesis
WO2024206542A1 (en) * 2023-03-29 2024-10-03 Arizona Board Of Regents On Behalf Of Arizona State University Systems and methods for enhancing retinal color fundus images for retinopathy analysis
KR102636217B1 (ko) * 2023-04-14 2024-02-14 고려대학교산학협력단 가중 국소변환을 이용한 3차원 데이터 증강 방법 및 이를 위한 장치
US12591947B2 (en) 2023-05-25 2026-03-31 Samsung Electronics Co., Ltd. Distortion-based image rendering
KR102636155B1 (ko) * 2023-07-18 2024-02-13 주식회사 젠젠에이아이 콘텐츠 코드를 이용한 이미지 생성 방법 및 시스템
KR102803181B1 (ko) * 2023-11-09 2025-05-07 리벨리온 주식회사 마할라노비스 거리 기반의 지각 손실을 이용한 모델 훈련 방법 및 장치
WO2025100630A1 (ko) * 2023-11-09 2025-05-15 주식회사 사피온코리아 마할라노비스 거리 기반의 지각 손실을 이용한 모델 훈련 방법 및 장치

Family Cites Families (22)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US7483553B2 (en) 2004-03-29 2009-01-27 Microsoft Corporation Caricature exaggeration
US7660482B2 (en) * 2004-06-23 2010-02-09 Seiko Epson Corporation Method and apparatus for converting a photo to a caricature image
CN102096934B (zh) 2011-01-27 2012-05-23 电子科技大学 一种基于机器学习的人脸卡通画生成方法
US10366306B1 (en) * 2013-09-19 2019-07-30 Amazon Technologies, Inc. Item identification among item variations
US9646195B1 (en) * 2015-11-11 2017-05-09 Adobe Systems Incorporated Facial feature liquifying using face mesh
CN106548208B (zh) 2016-10-28 2019-05-28 杭州米绘科技有限公司 一种照片图像快速智能风格化方法
JPWO2018092869A1 (ja) 2016-11-21 2019-10-17 パナソニック インテレクチュアル プロパティ コーポレーション オブ アメリカPanasonic Intellectual Property Corporation of America 画像符号化装置、画像復号装置、画像符号化方法及び画像復号方法
US10916001B2 (en) * 2016-11-28 2021-02-09 Adobe Inc. Facilitating sketch to painting transformations
US10474929B2 (en) * 2017-04-25 2019-11-12 Nec Corporation Cyclic generative adversarial network for unsupervised cross-domain image generation
US10504267B2 (en) * 2017-06-06 2019-12-10 Adobe Inc. Generating a stylized image or stylized animation by matching semantic features via an appearance guide, a segmentation guide, and/or a temporal guide
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
US10430455B2 (en) * 2017-06-09 2019-10-01 Adobe Inc. Sketch and style based image retrieval
CN109426858B (zh) * 2017-08-29 2021-04-06 京东方科技集团股份有限公司 神经网络、训练方法、图像处理方法及图像处理装置
US10748314B2 (en) * 2018-02-15 2020-08-18 Microsoft Technology Licensing, Llc Controllable conditional image generation
CN108257195A (zh) * 2018-02-23 2018-07-06 深圳市唯特视科技有限公司 一种基于几何对比生成对抗网络的面部表情合成方法
CN108596024B (zh) * 2018-03-13 2021-05-04 杭州电子科技大学 一种基于人脸结构信息的肖像生成方法
EP3605465B1 (en) * 2018-07-30 2020-12-30 Siemens Healthcare GmbH A method for determining a correspondence between a source image and a reference image
US11430084B2 (en) * 2018-09-05 2022-08-30 Toyota Research Institute, Inc. Systems and methods for saliency-based sampling layer for neural networks
CN111127304B (zh) * 2018-10-31 2024-02-20 微软技术许可有限责任公司 跨域图像转换
KR102708715B1 (ko) * 2018-11-16 2024-09-24 삼성전자주식회사 영상 처리 장치 및 그 동작방법
WO2020117975A1 (en) * 2018-12-04 2020-06-11 IsoPlexis Corporation Systems, devices and methods for identification, selective ablation, and selection and collection of single cells
CN112926372B (zh) * 2020-08-22 2023-03-10 清华大学 基于序列变形的场景文字检测方法及系统

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