基于多尺度分析的自动人脸照片移植
针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题，提出了一种基于多尺度分析的自动人脸照片移植方法。通过多线性模型从单张图像中恢复三维人脸模型，从而自动变换输入图像中的人脸姿态。提出了一种多尺度增强与融合算法，根据目标图像的细节特征对输入图像自动调整，并通过无缝融合合成新的人脸照片。实验结果表明，该方法可以使输入图像有效匹配目标图像的明暗变化与颜色分布，并自适应调整局部细节。该方法对各种人脸图像之间的移植鲁棒性高，合成照片真实感强。...
Saved in:
| Published in | 计算机应用研究 Vol. 34; no. 11; pp. 3510 - 3513 |
|---|---|
| Main Author | |
| Format | Journal Article |
| Language | Chinese |
| Published |
西北工业大学电子信息学院,西安,710129
2017
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1001-3695 |
| DOI | 10.3969/j.issn.1001-3695.2017.11.069 |
Cover
| Abstract | 针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题，提出了一种基于多尺度分析的自动人脸照片移植方法。通过多线性模型从单张图像中恢复三维人脸模型，从而自动变换输入图像中的人脸姿态。提出了一种多尺度增强与融合算法，根据目标图像的细节特征对输入图像自动调整，并通过无缝融合合成新的人脸照片。实验结果表明，该方法可以使输入图像有效匹配目标图像的明暗变化与颜色分布，并自适应调整局部细节。该方法对各种人脸图像之间的移植鲁棒性高，合成照片真实感强。 |
|---|---|
| AbstractList | TP391.41; 针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题,提出了一种基于多尺度分析的自动人脸照片移植方法.通过多线性模型从单张图像中恢复三维人脸模型,从而自动变换输入图像中的人脸姿态.提出了一种多尺度增强与融合算法,根据目标图像的细节特征对输入图像自动调整,并通过无缝融合合成新的人脸照片.实验结果表明,该方法可以使输入图像有效匹配目标图像的明暗变化与颜色分布,并自适应调整局部细节.该方法对各种人脸图像之间的移植鲁棒性高,合成照片真实感强. 针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题，提出了一种基于多尺度分析的自动人脸照片移植方法。通过多线性模型从单张图像中恢复三维人脸模型，从而自动变换输入图像中的人脸姿态。提出了一种多尺度增强与融合算法，根据目标图像的细节特征对输入图像自动调整，并通过无缝融合合成新的人脸照片。实验结果表明，该方法可以使输入图像有效匹配目标图像的明暗变化与颜色分布，并自适应调整局部细节。该方法对各种人脸图像之间的移植鲁棒性高，合成照片真实感强。 |
| Abstract_FL | The major challenge in the face photo transfer is that the source and target images have various face poses,lighting conditions and color distributions.This paper proposed a face transfer method based on multi-scale analysis.It used the multi-linear model to reconstruct 3D models for the source and target faces,and then it automatically transformed the source image.It developed a new multi-scale image synthesizing algorithm,which could adapt the source image details to the target and smoothly blend images.The experimental result shows that this method can effectively match the shading and the color of the target image,and also automatically adjust the local details.The synthesizing photos exhibit normal and realistic faces,without any facial artifacts.The final results show that this method is robust for various facial images. |
| Author | 黄炎辉 樊养余 苏旭辉 |
| AuthorAffiliation | 西北工业大学电子信息学院,西安710129 |
| AuthorAffiliation_xml | – name: 西北工业大学电子信息学院,西安,710129 |
| Author_FL | Su Xuhui Huang Yanhui Fan Yangyu |
| Author_FL_xml | – sequence: 1 fullname: Huang Yanhui – sequence: 2 fullname: Fan Yangyu – sequence: 3 fullname: Su Xuhui |
| Author_xml | – sequence: 1 fullname: 黄炎辉 樊养余 苏旭辉 |
| BookMark | eNo9jz1Lw0Acxm-oYFv9EuLgkvj_310uuVGKb1Bw0D0cl6Qm6EUTRLJXq4Li3EGXYsXJUeLXaZp-DCMVpwcefjwvHdIyqQkJ2USwmRRyO7HjPDc2AqDFhHRsCujaiDYI2SLtf3-VdPI8AeAUJbQJVK_lrHyqJuPqs6zKt-rudv7yXI-Hi9FH9fA-K8vF8Ku-mdb3o3r6PZ88rpGVSJ3l4fqfdsnx3u5J78DqH-0f9nb6lhYgLR1K7VBwXUV55CEXjkcjBZRzhiqCZg0L0AuUdALXDULUWjoqCJnSPKIOZV2ytUy9ViZSZuAn6VVmmj4_yZOiKJLfd4jNtwbdWKL6NDWDy7iBL7L4XGWFL1zGmeAS2A8B4WUy |
| ClassificationCodes | TP391.41 |
| ContentType | Journal Article |
| Copyright | Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| Copyright_xml | – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| DBID | 2RA 92L CQIGP W92 ~WA 2B. 4A8 92I 93N PSX TCJ |
| DOI | 10.3969/j.issn.1001-3695.2017.11.069 |
| DatabaseName | 维普期刊资源整合服务平台 中文科技期刊数据库-CALIS站点 维普中文期刊数据库 中文科技期刊数据库-工程技术 中文科技期刊数据库- 镜像站点 Wanfang Data Journals - Hong Kong WANFANG Data Centre Wanfang Data Journals 万方数据期刊 - 香港版 China Online Journals (COJ) China Online Journals (COJ) |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| DocumentTitleAlternate | Automatic face photo transfer based on multi-scale analysis |
| DocumentTitle_FL | Automatic face photo transfer based on multi-scale analysis |
| EndPage | 3513 |
| ExternalDocumentID | jsjyyyj201711069 673436490 |
| GrantInformation_xml | – fundername: 陕西省科技统筹创新工程重点实验室资助项目 funderid: (2013SZS15-K02) |
| GroupedDBID | -0Y 2B. 2C0 2RA 5XA 5XJ 92H 92I 92L ACGFS ALMA_UNASSIGNED_HOLDINGS CCEZO CQIGP CUBFJ CW9 TCJ TGT U1G U5S W92 ~WA 4A8 93N ABJNI PSX |
| ID | FETCH-LOGICAL-c609-ce9c52077a24f8146582fa024431af01003d18da95d77de1cc95ade3ac4f2523 |
| ISSN | 1001-3695 |
| IngestDate | Thu May 29 03:54:51 EDT 2025 Wed Feb 14 09:55:52 EST 2024 |
| IsPeerReviewed | false |
| IsScholarly | true |
| Issue | 11 |
| Keywords | multi-linear model 多线性模型 face transfer 多尺度分析 人脸移植 multi-scale analysis |
| Language | Chinese |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c609-ce9c52077a24f8146582fa024431af01003d18da95d77de1cc95ade3ac4f2523 |
| Notes | 51-1196/TP The major challenge in the face photo transfer is that the source and target images have various face poses, lighting conditions and color distributions. This paper proposed a face transfer method based on multi-scale analysis. It used the multi-linear model to reconstruct 3D models for the source and target faces, and then it automatically transformed the source image. It developed a new multi-scale image synthesizing algorithm, which could adapt the source image details to the target and smoothly blend images. The experimental result shows that this method can effectively match the shading and the color of the target image, and also automatically adjust the local details. The synthesizing photos exhibit normal and realistic faces, without any facial artifacts. The final results show that this method is robust for various facial images face transfer; multi-linear model; multi-scale analysis Huang Yanhui, Fan Yangyu, Su Xuhui （ School of Electronics ＆ Information, Northwestern Polytechnical University |
| PageCount | 4 |
| ParticipantIDs | wanfang_journals_jsjyyyj201711069 chongqing_primary_673436490 |
| PublicationCentury | 2000 |
| PublicationDate | 2017 |
| PublicationDateYYYYMMDD | 2017-01-01 |
| PublicationDate_xml | – year: 2017 text: 2017 |
| PublicationDecade | 2010 |
| PublicationTitle | 计算机应用研究 |
| PublicationTitleAlternate | Application Research of Computers |
| PublicationTitle_FL | Application Research of Computers |
| PublicationYear | 2017 |
| Publisher | 西北工业大学电子信息学院,西安,710129 |
| Publisher_xml | – name: 西北工业大学电子信息学院,西安,710129 |
| SSID | ssj0042190 ssib001102940 ssib002263599 ssib023646305 ssib051375744 ssib025702191 |
| Score | 2.0858643 |
| Snippet | 针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题，提出了一种基于多尺度分析的自动人脸照片移植方法。通过多线性模型从单张图像中恢复三维人... TP391.41; 针对人脸移植中输入图像与目标图像的脸部姿态、光照环境与颜色分布不一致的问题,提出了一种基于多尺度分析的自动人脸照片移植方法.通过多线性模型从单张图像中恢... |
| SourceID | wanfang chongqing |
| SourceType | Aggregation Database Publisher |
| StartPage | 3510 |
| SubjectTerms | 人脸移植 多尺度分析 多线性模型 |
| Title | 基于多尺度分析的自动人脸照片移植 |
| URI | http://lib.cqvip.com/qk/93231X/201711/673436490.html https://d.wanfangdata.com.cn/periodical/jsjyyyj201711069 |
| Volume | 34 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVEBS databaseName: Academic Search Ultimate - eBooks issn: 1001-3695 databaseCode: ABDBF dateStart: 20130901 customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn isFulltext: true dateEnd: 99991231 titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn omitProxy: true ssIdentifier: ssib025702191 providerName: EBSCOhost |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnR3LbtQw0Fq2EuLCG1EKaJHqE8qSTRzHPibdrCoOXChSbytvHq32sAW6PWzPhQISiHMPcKko4oQ4ofA7TbefwYzjzUaoqoCLNbHHM-NMMh6P7DEhy7FQvq9Sx-J2xiwGDquleCez4oxlauBzJZTe5fuErz5jj9e99UbjR23X0s540I53zzxX8j9ahTrQK56S_QfNVkShAmDQL5SgYSj_Ssc08qjs0TCgEcNSRFgTMCoDBEJbN3lYBhwBIagAgFMZUWnTyEdMwWgE9T4NNLIAZGEIYneBCKFAZAHEfQ1IxAcAHsMQCQJT0a17utgxiGjQ0WjAztd8V-YiSaYFYJod4NimJpA0rOKFNJLIQegW4eghChpGIMJDzVegwCi2pyUBUbtUYhs0QL-e5gpEu1W_eqCjPNFprDLu-3J5eRvnzGybGKj5PDs1I-x6ZqdsOnt0z5osXMmlniyQR7vigdv9_DZmdi3vkPkjHTf3XeZyJu0LZMHBGFCTLARhN-zNnVDw2epJCR3M9zNf9GHGfl6zsniNIEwblZUFaX1P30lQ-hMMGsucGkbAi2TZSP_oPNkxWcjm1mjjBbhA-kTaKFOjjZrztHaVXDarnlZQfsLXSGN38zq5MrtRpGUmmBvELj7nx_mH4vCg-J4X-ZfizeuTTx-nB3un-9-Kd1-P8_x07-f01dH07f706NfJ4fub5GkvWltZtcydHlbMbWnFqYw9xwbz4LAMo8-ecDIFfiL4sSqzYSBu0hGJkl7i-0naiWPpqSR1Vcwyx3PcW6Q52hqlt0nLGbA0EzKNpctg0aFkgpkbs4ErgFSi3EWyVA2__7zM3NKvlLdIHpgX0jf_83Z_uD2cTCZDfIWgQi7vnEthiVxCzDIad5c0xy930nvgn44H980H8RvOq2yt |
| linkProvider | EBSCOhost |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=%E5%9F%BA%E4%BA%8E%E5%A4%9A%E5%B0%BA%E5%BA%A6%E5%88%86%E6%9E%90%E7%9A%84%E8%87%AA%E5%8A%A8%E4%BA%BA%E8%84%B8%E7%85%A7%E7%89%87%E7%A7%BB%E6%A4%8D&rft.jtitle=%E8%AE%A1%E7%AE%97%E6%9C%BA%E5%BA%94%E7%94%A8%E7%A0%94%E7%A9%B6&rft.au=%E9%BB%84%E7%82%8E%E8%BE%89+%E6%A8%8A%E5%85%BB%E4%BD%99+%E8%8B%8F%E6%97%AD%E8%BE%89&rft.date=2017&rft.issn=1001-3695&rft.volume=34&rft.issue=11&rft.spage=3510&rft.epage=3513&rft_id=info:doi/10.3969%2Fj.issn.1001-3695.2017.11.069&rft.externalDocID=673436490 |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fimage.cqvip.com%2Fvip1000%2Fqk%2F93231X%2F93231X.jpg http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fjsjyyyj%2Fjsjyyyj.jpg |