Article(id=1242137064418915149, tenantId=1146029695717560320, journalId=1146031591421210625, issueId=1242137051269772083, articleNumber=null, orderNo=10, doi=10.3981/j.issn.1000-7857.2018.17.008, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1531929600000, receivedDateStr=2018-07-19, revisedDate=1533744000000, revisedDateStr=2018-08-09, acceptedDate=null, acceptedDateStr=null, onlineDate=1537233511637, onlineDateStr=2018-09-18, pubDate=1536768000000, pubDateStr=2018-09-13, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1537233511637, onlineIssueDateStr=2018-09-18, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1774078153944, creator=sys-migrate, updateTime=1774078153944, updator=sys-migrate, issue=Issue{id=1242137051269772083, tenantId=1146029695717560320, journalId=1146031591421210625, year='2018', volume='36', issue='17', pageStart='1', pageEnd='112', issueExtLink='null', onlineDate='null', pubDate='1536768000000', pubDateStr='2018-09-13', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=3, issueType=-1, specialIssue=null, createTime=1774078150809, creator='sys-migrate', updateTime=1774078150809, updator='sys-migrate', preIssue=null, nextIssue=null, articleTotal=null, ext=null, issueFiles=null, downloadFileDto=null}, startPage=68, endPage=74, ext={EN=ArticleExt(id=1242137069284307820, articleId=1242137064418915149, tenantId=1146029695717560320, journalId=1146031591421210625, language=EN, title=Recent advances on blind vision, columnId=1242137061583561604, journalTitle=Science & Technology Review, columnName=Exclusive: Artificial Intelligence, runingTitle=null, highlight=null, articleAbstract=With the rapid development of multimedia technology and the Internet, privacy protection of multimedia data is facing more and more challenges. The widespread application of cloud computing and big data, on the other hand, has further exacerbated people's concerns about privacy security. However, multiparty computation, homomorphic cryptography, functional encryption and other cryptographic techniques have made possible the blind computation of data under ciphertext. In particular, visual blind computing is to detect, identify, search, and deal with data without touching their original contents such as images and videos. As a new direction in the combination of computer vision and cryptography, it has a wide range of applications in video monitor, multimedia data sharing, cloud computing, mobile computing and other fields. This paper reviews the development history of visual blind computing technology, summaries the key technologies for video monitor, face detection, face recognition, face retrieval, machine learning and so on, and looks into the development trend of visual blind computing technology., authors=LI Xiaodong1,2, JIN Xin1,2, ZHOU Bin3, ZOU Dongqing4, SUN Hongbo1, LIU Zhenzhong5, authorsList=LI Xiaodong, JIN Xin, ZHOU Bin, ZOU Dongqing, SUN Hongbo, LIU Zhenzhong, authorCompany=1. Department of Cyber Security, Beijing Electronics Science and Technology Institute, Beijing 100070, China;
2. CETC Big Data Research Institute Co., Ltd., Guiyang 550018, China;
3. School of Computer Science and Engineering, Beihang University, Beijing 100191, China;
4. Sense Time, Beijing 100084, China;
5. Tantan App., Beijing 100020, China, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=yTJE71rUJN0s9gcSW89Qvg==, pdfFileSize=3041371, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1242137066197300061, articleId=1242137064418915149, tenantId=1146029695717560320, journalId=1146031591421210625, language=CN, title=视觉盲计算技术研究进展, columnId=1242137060631454589, journalTitle=科技导报, columnName=专题:人工智能, runingTitle=null, highlight=null, articleAbstract=云计算和大数据的广泛应用使得多媒体数据的隐私保护面临越来越严峻的挑战,而多方计算、同态密码、函数加密等密码技术为数据在密文下的盲计算奠定了基础。视觉盲计算是在不接触图像、视频等视觉数据原始内容的情况下对其进行检测、识别、检索及更复杂的处理,是计算机视觉与密码学等领域学科交叉的新方向,在视频监控、多媒体数据共享、云计算、移动计算等领域有广泛的应用前景。本文回顾视觉盲计算技术的发展历史,从隐私保护的视频监控、人脸检测、人脸识别、人脸检索、机器学习等方面综述了该领域关键技术的发展情况,展望了视觉盲计算技术的发展趋势。, authors=李晓东1,2, 金鑫1,2, 周彬3, 邹冬青4, 孙红波1, 柳振中5, authorsList=李晓东, 金鑫, 周彬, 邹冬青, 孙红波, 柳振中, authorCompany=1. 北京电子科技学院网络空间安全系, 北京 100070;
2. 中电科大数据研究院有限公司, 贵阳 550018;
3. 北京航空航天大学计算机学院, 北京 100191;
4. 北京市商汤科技开发有限公司, 北京 100084;
5. 探探科技(北京)有限公司, 北京 100020, correspAuthors=null, authorNote=李晓东,副教授,研究方向为网络空间安全,电子信箱:lxd@besti.edu.cn, correspAuthorsNote=金鑫(通信作者),讲师,研究方向为计算美学、虚拟现实、计算机视觉,电子信箱:jinxin@besti.edu.cn, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=hHhsW7F23ywOJnjRdNkzBw==, pdfFileSize=3041371, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=国家自然科学基金项目(61772047))}, authors=null, keywords=[Keyword(id=1242137065689789267, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=CN, orderNo=1, keyword=视觉计算), Keyword(id=1242137065777869654, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=CN, orderNo=1, keyword=云计算), Keyword(id=1242137065903698776, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=CN, orderNo=1, keyword=同态密码), Keyword(id=1242137065987584858, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=CN, orderNo=1, keyword=多方计算), Keyword(id=1242137066067276635, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=CN, orderNo=1, keyword=隐私保护), Keyword(id=1242137066897748832, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=EN, orderNo=1, keyword=visual computing), Keyword(id=1242137066990023521, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=EN, orderNo=1, keyword=cloud computing), Keyword(id=1242137067090686818, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=EN, orderNo=1, keyword=homomorphic cryptography), Keyword(id=1242137067182957475, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=EN, orderNo=1, keyword=multiparty computation), Keyword(id=1242137068705489829, tenantId=1146029695717560320, journalId=1146031591421210625, articleId=1242137064418915149, language=EN, orderNo=1, keyword=privacy protection)], refs=null, funds=null, companyList=null, figs=null, attaches=null, journal=Journal(id=1125356956822126595, delFlag=0, nameCn=科技导报, nameEn=Science & Technology Review, nameHistory1=null, nameHistory2=null, issn=1000-7857, eissn=, cn=11-1421/N, coden=null, periodic=3, language=CN, oaType=0, ccby=null, superviseOffice=null, ownerOffice=null, pubOffice=null, editorOffice=null, officeType=null, aims=null, clcCode=null, officeProv=null, officeCity=null, officeAddr=null, officeZip=null, officeEmail=null, officePhone=null, editDirector=null, officeDirector=null, officeDirectorPhone=null, officeStaffNum=null, officeEmpNum=null, coverPicUrl=wfghvu3bhh/dKxuZ+ucVHA==, journalPrice=null, startedYear=null, abbrevIsoEn=Sci Technol Rev, journalRemark=null, publicationField=null, createdTime=null, updatedTime=1784015846012, createdBy=null, updatedBy=13041195026, firstLetterCn=K, firstLetterEn=K, subjectCode=Natural Sciences, subjectName=自然科学, subjectCodeEn=Natural Sciences, subjectNameEn=null, picCn=wfghvu3bhh/dKxuZ+ucVHA==, picEn=yjSfclmpNm7ihn9NbTZ69g==, jcr=null, cjcr=null, exts=[JournalExt(id=1283818766098219763, language=CN, name=科技导报, nameHistory1=null, nameHistory2=null, managedBy=中国科学技术协会, sponsoredBy=中国科学技术协会, publishedBy=科技导报社, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/CN/home, createdTime=1784015846037, updatedTime=1784015846037, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/CN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.cast.org.cn/webm, submissionEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionReviewUrl=https://kjdbauthor.cast.org.cn/webm, submissionCeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, submissionAeEditorUrl=https://kjdbeditor.cast.org.cn/webm/, option={"copyright":""}), JournalExt(id=1283818766144357108, language=EN, name=Science & Technology Review, nameHistory1=null, nameHistory2=null, managedBy=, sponsoredBy=, publishedBy=, editorOffice=, officeProv=null, officeCity=null, officeAddr=, officeZip=, editDirector=, officeDirector=null, officePhone=null, coverPicUrl=null, journalRemark=, submitArticleUrl=null, websiteUrl=http://www.kjdb.org/EN/home, createdTime=1784015846048, updatedTime=1784015846048, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=http://www.kjdb.org/EN/column/column7.shtml, submissionAuthorUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionReviewUrl=https://kjdbauthor.manuscriptcloud.com/login, submissionCeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, submissionAeEditorUrl=https://kjdbeditor.manuscriptcloud.com/login, option={"copyright":""})], databaseList=null, tenantJournalId=1146031591421210625, websiteList=[Website(id=1146104741081231361, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/CN, language=CN, createTime=1751182263881, createBy=18614031015, updateTime=1751778001962, updateBy=18614031015, name=科技导报, tplId=1146099689490845704, title=科技导报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1148021146403992296, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=articleTextType, value=kx, createTime=1751639170504, updateTime=1751639170504, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146378826469, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=banner, value=null, createTime=1751639170498, updateTime=1751639170498, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146366243556, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1751639170495, updateTime=1751639170495, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146395603687, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/CN/file/pic, createTime=1751639170502, updateTime=1751639170502, creator=18614031015, updator=18614031015), WebsiteProps(id=1148021146387215078, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146104741081231361, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1751639170500, updateTime=1751639170500, creator=18614031015, updator=18614031015)]), Website(id=1146105254833139715, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1146031591421210625, journalNameCn=null, journalNameEn=null, grayFlag=null, tenantId=1146029695717560320, platformId=null, journalGroupId=null, journalGroupNameCn=null, journalGroupNameEn=null, type=1, domain=https://castjournals.cast.org.cn/joweb/kjdb/EN, language=EN, createTime=1751182386363, createBy=18614031015, updateTime=1753500121937, updateBy=18614031015, name=科技导报, tplId=1146101810881728533, title=Science & Technology Review, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1155838567709528217, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=articleTextType, value=kx, createTime=1753502988984, updateTime=1753502988984, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567692750998, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=banner, value=null, createTime=1753502988980, updateTime=1753502988980, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567688556693, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=logo, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic?fileId=9GHSf7eGlIPH0Tv/OOdstA==, createTime=1753502988979, updateTime=1753502988979, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567705333912, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/kjdb/EN/file/pic, createTime=1753502988983, updateTime=1753502988983, creator=18614031015, updator=18614031015), WebsiteProps(id=1155838567701139607, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1146105254833139715, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1753502988982, updateTime=1753502988982, creator=18614031015, updator=18614031015)])], journalTitle=科技导报, weixinUrl=null, journalUrl=null, iacademicId=null, status=1, seqNo=null, journalTitleEn=Science & Technology Review, journalPhotoCn=wfghvu3bhh/dKxuZ+ucVHA==, journalPhotoEn=yjSfclmpNm7ihn9NbTZ69g==, journalFirstLetter=K, journalRecommend=null, journalNew=null, journalCollection=1, jcrJf=null, cjcrJf=0.91, jcrJfStr=null, cjcrJfStr=null, submissionFirstDecision=null, sciSubjectClassification=null, casSubjectClassification=null, citeScore=null, totalCitationFrequency=null, icpCode=null, psCode=null, advertisingLicenseCode=null, copyrightInformation=null, country=null, option=, provinceCode=null, provinceName=null, collectFlag=false, interPubPlatform=, interPubPlatformUrl=null), detailUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.17.008, detailUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/10.3981/j.issn.1000-7857.2018.17.008, pdfUrlCn=https://castjournals.cast.org.cn/joweb/kjdb/CN/PDF/10.3981/j.issn.1000-7857.2018.17.008, pdfUrlEn=https://castjournals.cast.org.cn/joweb/kjdb/EN/PDF/10.3981/j.issn.1000-7857.2018.17.008, aliStartDate=null, aliEndDate=null, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=0, orderTime=1536768000000, fullTextJson=null, articleText=null, reference=null)
收藏切换
视觉盲计算技术研究进展
收藏切换
PDF下载
科技导报 | 专题:人工智能 2018,36(17): 68-74
收起
收藏切换
科技导报 |专题:人工智能 2018 , 36 (17) : 68 -74
视觉盲计算技术研究进展
全屏
李晓东1,2, 金鑫1,2, 周彬3, 邹冬青4, 孙红波1, 柳振中5
作者信息
    1. 北京电子科技学院网络空间安全系, 北京 100070;
    2. 中电科大数据研究院有限公司, 贵阳 550018;
    3. 北京航空航天大学计算机学院, 北京 100191;
    4. 北京市商汤科技开发有限公司, 北京 100084;
    5. 探探科技(北京)有限公司, 北京 100020
通讯作者:
金鑫(通信作者),讲师,研究方向为计算美学、虚拟现实、计算机视觉,电子信箱:jinxin@besti.edu.cn
作者简介:
李晓东,副教授,研究方向为网络空间安全,电子信箱:lxd@besti.edu.cn
Recent advances on blind vision
  • LI Xiaodong1,2, JIN Xin1,2, ZHOU Bin3, ZOU Dongqing4, SUN Hongbo1, LIU Zhenzhong5
  • Affiliations
      1. Department of Cyber Security, Beijing Electronics Science and Technology Institute, Beijing 100070, China;
      2. CETC Big Data Research Institute Co., Ltd., Guiyang 550018, China;
      3. School of Computer Science and Engineering, Beihang University, Beijing 100191, China;
      4. Sense Time, Beijing 100084, China;
      5. Tantan App., Beijing 100020, China
    出版时间: 2018-09-13 doi: 10.3981/j.issn.1000-7857.2018.17.008
    文章导航
    收藏切换
    云计算和大数据的广泛应用使得多媒体数据的隐私保护面临越来越严峻的挑战,而多方计算、同态密码、函数加密等密码技术为数据在密文下的盲计算奠定了基础。视觉盲计算是在不接触图像、视频等视觉数据原始内容的情况下对其进行检测、识别、检索及更复杂的处理,是计算机视觉与密码学等领域学科交叉的新方向,在视频监控、多媒体数据共享、云计算、移动计算等领域有广泛的应用前景。本文回顾视觉盲计算技术的发展历史,从隐私保护的视频监控、人脸检测、人脸识别、人脸检索、机器学习等方面综述了该领域关键技术的发展情况,展望了视觉盲计算技术的发展趋势。
    视觉计算  /  云计算  /  同态密码  /  多方计算  /  隐私保护
    With the rapid development of multimedia technology and the Internet, privacy protection of multimedia data is facing more and more challenges. The widespread application of cloud computing and big data, on the other hand, has further exacerbated people's concerns about privacy security. However, multiparty computation, homomorphic cryptography, functional encryption and other cryptographic techniques have made possible the blind computation of data under ciphertext. In particular, visual blind computing is to detect, identify, search, and deal with data without touching their original contents such as images and videos. As a new direction in the combination of computer vision and cryptography, it has a wide range of applications in video monitor, multimedia data sharing, cloud computing, mobile computing and other fields. This paper reviews the development history of visual blind computing technology, summaries the key technologies for video monitor, face detection, face recognition, face retrieval, machine learning and so on, and looks into the development trend of visual blind computing technology.
    visual computing  /  cloud computing  /  homomorphic cryptography  /  multiparty computation  /  privacy protection
    李晓东, 金鑫, 周彬, 邹冬青, 孙红波, 柳振中. 视觉盲计算技术研究进展. 科技导报, 2018 , 36 (17) : 68 -74 . DOI: 10.3981/j.issn.1000-7857.2018.17.008
    LI Xiaodong, JIN Xin, ZHOU Bin, ZOU Dongqing, SUN Hongbo, LIU Zhenzhong. Recent advances on blind vision[J]. Science & Technology Review, 2018 , 36 (17) : 68 -74 . DOI: 10.3981/j.issn.1000-7857.2018.17.008

      国家自然科学基金项目(61772047)

    参考文献 引证文献
    排序方式:
    2018年第36卷第17期
    PDF下载
    375
    54
    引用本文
    BibTeX
    文章信息
    doi: 10.3981/j.issn.1000-7857.2018.17.008
    • 接收时间:2018-07-19
    • 首发时间:2018-09-18
    • 出版时间:2018-09-13
    补充材料
    相关文章
    文章信息
    作者
    出版历史
    • 收稿日期:2018-07-19
    • 修回日期:2018-08-09
    基金
    作者信息

    通讯作者:

    金鑫(通信作者),讲师,研究方向为计算美学、虚拟现实、计算机视觉,电子信箱:jinxin@besti.edu.cn
    参考文献
    分享链接
    https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2018.17.008
    分享至
    全文二维码

    扫描看全文

    引用本文
    BibTeX
    本文的引用情况
    2种不同金属材料的力学参数

    Family
    属数
    Number of
    genus
    种数
    Number of
    species
    占总种数比例
    Percentage of
    total species (%)

    Genus
    种数
    Number of
    species
    占总种数比例
    Percentage of total
    species (%)
    鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
    小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
    多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
    红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
    小菇属 Mycena 11 5.26
    光柄菇属 Pluteus 5 2.39
    红菇属 Russula 17 8.13
    栓菌属 Trametes 5 2.39
    关闭全屏