Article(id=1322961355761918326, tenantId=1146029695717560320, journalId=1249024232475115590, issueId=1322961355078246774, articleNumber=null, orderNo=null, doi=10.11834/jig.2600009, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=null, receivedDateStr=null, revisedDate=null, revisedDateStr=null, acceptedDate=null, acceptedDateStr=null, onlineDate=1793348166646, onlineDateStr=2026-10-30, pubDate=1789488000000, pubDateStr=2026-09-16, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1793348166646, onlineIssueDateStr=2026-10-30, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1793348166646, creator=13701087609, updateTime=1793348166646, updator=13701087609, issue=Issue{id=1322961355078246774, tenantId=1146029695717560320, journalId=1249024232475115590, year='2026', volume='31', issue='9', pageStart='3075', pageEnd='3440', issueExtLink='null', onlineDate='null', pubDate='1789488000000', pubDateStr='2026-09-16', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1793348166484, creator='13701087609', updateTime=1793348617535, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1322963246994555810, tenantId=1146029695717560320, journalId=1249024232475115590, issueId=1322961355078246774, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1322963246998750115, tenantId=1146029695717560320, journalId=1249024232475115590, issueId=1322961355078246774, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=3075, endPage=3076, ext={EN=ArticleExt(id=1322961356072296824, articleId=1322961355761918326, tenantId=1146029695717560320, journalId=1249024232475115590, language=EN, title=null, columnId=1322961355891941751, journalTitle=Journal of Image and Graphics, columnName=The intelligent empowerment of large models in the aviation field, runingTitle=null, highlight=null, articleAbstract=null, authors=null, authorsList=null, authorCompany=null, correspAuthors=null, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, 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=1322961356433006970, articleId=1322961355761918326, tenantId=1146029695717560320, journalId=1249024232475115590, language=CN, title=《中国图象图形学报》大模型在航空领域的智慧赋能专栏简介, columnId=1322961356168765817, journalTitle=中国图象图形学报, columnName=大模型在航空领域的智慧赋能, runingTitle=null, highlight=null, articleAbstract=null, authors=张艳宁1, 张磊1, 董晶2, 王明波3, 闫庆森1, 丁晨4, 曹聪琦1, 赵席彬5, *, authorsList=张艳宁, 张磊, 董晶, 王明波, 闫庆森, 丁晨, 曹聪琦, 赵席彬, authorCompany=null, correspAuthors=赵席彬, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=GcoUBxTlHfoSP23tYzhYjA==, magXml=7xzWiISPhl0xNW9RpVzWUA==, pdfUrl=null, pdf=6jSSXolYHUOinOPa+OkMtw==, pdfFileSize=936461, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=C86k6ALoz1vTbhP2wFvz+g==, mapNumber=null, fund=null)}, authors=[Author(id=1322961357351559560, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961357536108938, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961357351559560, language=CN, stringName=张艳宁, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961359247384972, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961359436128654, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961359247384972, language=CN, stringName=张磊, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961359624872336, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961359935250834, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961359624872336, language=CN, stringName=董晶, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 中国科学院自动化研究所，北京 100190, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356823077245, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=2, ext=[AuthorCompanyExt(id=1322961356865020286, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356823077245, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中国科学院自动化研究所，北京 100190)])]), Author(id=1322961360056885652, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360363069846, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360056885652, language=CN, stringName=王明波, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=3, address=3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356965683583, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=3, ext=[AuthorCompanyExt(id=1322961356978266496, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356965683583, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065)])]), Author(id=1322961360727974296, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360811860378, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360727974296, language=CN, stringName=闫庆森, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961360870580636, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360937689502, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360870580636, language=CN, stringName=丁晨, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=4, address=4 西安邮电大学，西安 710121, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961357066346881, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=4, ext=[AuthorCompanyExt(id=1322961357074735490, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357066346881, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 西安邮电大学，西安 710121)])]), Author(id=1322961361080295840, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=6, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961361155793314, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961361080295840, language=CN, stringName=曹聪琦, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961361222902180, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=7, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={CN=AuthorExt(id=1322961361306788262, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961361222902180, language=CN, stringName=赵席彬, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=5, *, address=5 《中国图象图形学报》编辑部，北京 100190, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961357221536131, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=5, ext=[AuthorCompanyExt(id=1322961357234119044, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357221536131, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=5 《中国图象图形学报》编辑部，北京 100190)])])], keywords=null, refs=null, funds=null, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)]), AuthorCompany(id=1322961356823077245, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=2, ext=[AuthorCompanyExt(id=1322961356865020286, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356823077245, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中国科学院自动化研究所，北京 100190)]), AuthorCompany(id=1322961356965683583, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=3, ext=[AuthorCompanyExt(id=1322961356978266496, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356965683583, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065)]), AuthorCompany(id=1322961357066346881, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=4, ext=[AuthorCompanyExt(id=1322961357074735490, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357066346881, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 西安邮电大学，西安 710121)]), AuthorCompany(id=1322961357221536131, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=5, ext=[AuthorCompanyExt(id=1322961357234119044, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357221536131, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=5 《中国图象图形学报》编辑部，北京 100190)])], figs=null, attaches=null, journal=Journal(id=1249023527618129992, delFlag=0, nameCn=中国图象图形学报, nameEn=Journal of Image and Graphics, nameHistory1=null, nameHistory2=null, issn=1006-8961, eissn=null, cn=11-3758, coden=CODEN ZTTXFZ, periodic=0, language=CN, oaType=null, 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=uirXtX858YS3zEpFXZttJA==, journalPrice=null, startedYear=null, abbrevIsoEn=Journal of Image and Graphics, journalRemark=null, publicationField=null, createdTime=1775720014721, updatedTime=1788951488513, createdBy=18614031015, updatedBy=13041195026, firstLetterCn=Z, firstLetterEn=Z, subjectCode=Electronic Information, subjectName=null, subjectCodeEn=Electronic Information, subjectNameEn=null, picCn=uirXtX858YS3zEpFXZttJA==, picEn=bud7qaxfvWHeFsbyBTAiKQ==, jcr=null, cjcr=null, exts=[JournalExt(id=1304520351199814396, language=CN, name=中国图象图形学报, 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=, createdTime=1788951488542, updatedTime=1788951488542, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-author&redirect_uri=https%3A%2F%2Fcjig.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=e6369def-2842-41d8, submissionEditorUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-editor&redirect_uri=https%3A%2F%2Fcjigeditor.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=9ccec05b-6bd, submissionReviewUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-author&redirect_uri=https%3A%2F%2Fcjig.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=1e8a31c8-5434-4f78, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""}), JournalExt(id=1304520351250146045, language=EN, name=Journal of Image and Graphics, 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=, createdTime=1788951488554, updatedTime=1788951488554, createdBy=13041195026, updatedBy=13041195026, submissionGuidelinesUrl=, submissionAuthorUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-author&redirect_uri=https%3A%2F%2Fcjig.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=e6369def-2842-41d8, submissionEditorUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-editor&redirect_uri=https%3A%2F%2Fcjigeditor.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=9ccec05b-6bd, submissionReviewUrl=https://journal.ids.fzyun.cn/auth/realms/journal/protocol/openid-connect/auth?client_id=journal-cjig-author&redirect_uri=https%3A%2F%2Fcjig.portal.founderss.cn%2Foauth%2Fcallback&response_type=code&scope=phone+openid+email+profile&state=1e8a31c8-5434-4f78, submissionCeEditorUrl=, submissionAeEditorUrl=, option={"copyright":""})], databaseList=null, tenantJournalId=1249024232475115590, websiteList=[Website(id=1249025782459334881, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1249024232475115590, 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/zgtxtxxb/CN, language=CN, createTime=1775720552315, createBy=18614031015, updateTime=1775720586268, updateBy=18614031015, name=中国图象图形学报-中文, tplId=1146099689490845704, title=中国图象图形学报, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1249026166254928133, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=articleTextType, value=kx, createTime=1775720643819, updateTime=1775720643819, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166221373698, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=banner, value=null, createTime=1775720643811, updateTime=1775720643811, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166271705352, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=grayFlag, value=0, createTime=1775720643823, updateTime=1775720643823, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166212985089, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=logo, value=https://castjournals.cast.org.cn/joweb/zgtxtxxb/CN/file/pic?fileId=TDRjKTHfgAnvFKZaDA70wA==, createTime=1775720643809, updateTime=1775720643809, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166288482570, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=minRunFlag, value=0, createTime=1775720643827, updateTime=1775720643827, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166246539524, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zgtxtxxb/CN/file/pic, createTime=1775720643817, updateTime=1775720643817, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166280093961, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=silenceFlag, value=0, createTime=1775720643825, updateTime=1775720643825, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166233956611, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_cn_619/, createTime=1775720643814, updateTime=1775720643814, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166259122438, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=themeColor, value=null, createTime=1775720643820, updateTime=1775720643820, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026166267511047, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782459334881, code=themeStyle, value=null, createTime=1775720643822, updateTime=1775720643822, creator=18614031015, updator=18614031015)]), Website(id=1249025782681633001, webName=null, webTitle=null, webDomain=null, webCopyrigh=null, webIpcNo=null, seoTitle=null, seoKeywords=null, seoDescription=null, tenantJournalId=null, journalId=1249024232475115590, 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/zgtxtxxb/EN, language=EN, createTime=1775720552368, createBy=18614031015, updateTime=1775720607118, updateBy=18614031015, name=中国图象图形学报-英文, tplId=1146101810881728533, title=Journal of Image and Graphics, delFlag=0, indexPage=/home, props=[WebsiteProps(id=1249026195371786511, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=articleTextType, value=kx, createTime=1775720650761, updateTime=1775720650761, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195355009292, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=banner, value=null, createTime=1775720650757, updateTime=1775720650757, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195392758034, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=grayFlag, value=0, createTime=1775720650766, updateTime=1775720650766, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195342426379, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=logo, value=https://castjournals.cast.org.cn/joweb/zgtxtxxb/EN/file/pic?fileId=TDRjKTHfgAnvFKZaDA70wA==, createTime=1775720650754, updateTime=1775720650754, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195409535252, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=minRunFlag, value=0, createTime=1775720650770, updateTime=1775720650770, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195367592206, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=picServerUrl, value=https://castjournals.cast.org.cn/joweb/zgtxtxxb/EN/file/pic, createTime=1775720650760, updateTime=1775720650760, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195401146643, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=silenceFlag, value=0, createTime=1775720650768, updateTime=1775720650768, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195359203597, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=staticResourcePath, value=https://castjournals.cast.org.cn/joweb/cast_kjdb_en_623/, createTime=1775720650758, updateTime=1775720650758, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195380175120, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=themeColor, value=null, createTime=1775720650763, updateTime=1775720650763, creator=18614031015, updator=18614031015), WebsiteProps(id=1249026195388563729, tenantId=1146029695717560320, journalId=null, journalGroupId=null, siteId=1249025782681633001, code=themeStyle, value=null, createTime=1775720650765, updateTime=1775720650765, creator=18614031015, updator=18614031015)])], journalTitle=中国图象图形学报, weixinUrl=null, journalUrl=https://www.cjig.cn/, iacademicId=null, status=1, seqNo=null, journalTitleEn=Journal of Image and Graphics, journalPhotoCn=uirXtX858YS3zEpFXZttJA==, journalPhotoEn=bud7qaxfvWHeFsbyBTAiKQ==, journalFirstLetter=Z, journalRecommend=null, journalNew=null, journalCollection=null, jcrJf=null, cjcrJf=null, 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/zgtxtxxb/CN/10.11834/jig.2600009, detailUrlEn=https://castjournals.cast.org.cn/joweb/zgtxtxxb/EN/10.11834/jig.2600009, pdfUrlCn=https://castjournals.cast.org.cn/joweb/zgtxtxxb/CN/PDF/10.11834/jig.2600009, pdfUrlEn=https://castjournals.cast.org.cn/joweb/zgtxtxxb/EN/PDF/10.11834/jig.2600009, aliStartDate=0, aliEndDate=0, collectionFlag=false, citedCount=null, citedUrl=null, previewStatus=0, delFlag=0, hasFullText=1, orderTime=1789488000000, fullTextJson=null, articleText=null, reference=null)
中国图象图形学报
|大模型在航空领域的智慧赋能
2026
, 31
(9) :
3075
-3076
《中国图象图形学报》大模型在航空领域的智慧赋能专栏简介
全屏
[Author(id=1322961357351559560, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961357536108938, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961357351559560, language=CN, stringName=张艳宁, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961359247384972, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=1, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961359436128654, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961359247384972, language=CN, stringName=张磊, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961359624872336, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=2, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961359935250834, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961359624872336, language=CN, stringName=董晶, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=2, address=2 中国科学院自动化研究所，北京 100190, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356823077245, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=2, ext=[AuthorCompanyExt(id=1322961356865020286, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356823077245, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=2 中国科学院自动化研究所，北京 100190)])]), Author(id=1322961360056885652, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=3, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360363069846, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360056885652, language=CN, stringName=王明波, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=3, address=3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356965683583, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=3, ext=[AuthorCompanyExt(id=1322961356978266496, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356965683583, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065)])]), Author(id=1322961360727974296, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=4, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360811860378, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360727974296, language=CN, stringName=闫庆森, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961360870580636, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=5, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961360937689502, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961360870580636, language=CN, stringName=丁晨, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=4, address=4 西安邮电大学，西安 710121, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961357066346881, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=4, ext=[AuthorCompanyExt(id=1322961357074735490, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357066346881, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=4 西安邮电大学，西安 710121)])]), Author(id=1322961361080295840, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=6, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={CN=AuthorExt(id=1322961361155793314, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961361080295840, language=CN, stringName=曹聪琦, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=1, address=1 西北工业大学，西安 710129, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961356722413947, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=1, ext=[AuthorCompanyExt(id=1322961356734996860, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961356722413947, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=1 西北工业大学，西安 710129)])]), Author(id=1322961361222902180, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, orderNo=7, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=null, emailSecond=null, emailThird=null, correspondingAuthor=1, authorType=1, ext={CN=AuthorExt(id=1322961361306788262, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, authorId=1322961361222902180, language=CN, stringName=赵席彬, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=5, *, address=5 《中国图象图形学报》编辑部，北京 100190, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null)}, companyList=[AuthorCompany(id=1322961357221536131, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, xref=5, ext=[AuthorCompanyExt(id=1322961357234119044, tenantId=1146029695717560320, journalId=1249024232475115590, articleId=1322961355761918326, companyId=1322961357221536131, language=CN, country=null, province=null, city=null, postcode=null, companyName=null, departmentName=null, remark=5 《中国图象图形学报》编辑部，北京 100190)])])]
张艳宁1, 张磊1, 董晶2, 王明波3, 闫庆森1, 丁晨4, 曹聪琦1, 赵席彬5, *
作者信息
- 1 西北工业大学，西安 710129
- 2 中国科学院自动化研究所，北京 100190
- 3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065
- 4 西安邮电大学，西安 710121
- 5 《中国图象图形学报》编辑部，北京 100190
通讯作者:
赵席彬
Affiliations
出版时间: 2026-09-16
doi: 10.11834/jig.2600009
文章导航
张艳宁, 张磊, 董晶, 王明波, 闫庆森, 丁晨, 曹聪琦, 赵席彬.
《中国图象图形学报》大模型在航空领域的智慧赋能专栏简介.
中国图象图形学报,
2026
, 31
(9)
: 3075
-3076
.
DOI: 10.11834/jig.2600009
.
Journal of Image and Graphics,
2026
, 31
(9)
: 3075
-3076
.
DOI: 10.11834/jig.2600009
随着人工智能技术的迅猛发展，大模型已成为驱动航空领域技术变革的关键，是我国推动航空产业智能化转型升级的战略支点。以视觉基础模型、多模态大模型为代表的新一代人工智能技术，正在重塑航空系统的感知、认知、决策与控制方式。在航空制造环节，大模型为智能设计与缺陷检测提供了新范式；在航空遥感领域，多模态大模型提升了多源异构数据的解译精度与效率，推动智能解译向开放词汇、跨模态推理演进；在航空安全方面，大模型驱动的态势感知与辅助决策为飞行安全提供了更可靠的保障。
在中国科协年会支持下，中国图像图形学会联合《中国图象图形学报》组织"大模型在航空领域的智慧赋能"专题，围绕大模型赋能航空制造、航空遥感、航空安全及人机协同等方向征文，并邀业内专家策划推出同名专栏。本专栏兼具理论意义与工程价值：推动航空智能信息处理理论体系完善与新型算法突破，并梳理典型场景与工程实践，加速成果向真实场景转化。
专栏收到领域内学者积极投稿。经严格评审，共收录学术论文13篇，其中综述9篇、算法论文4篇。
《大模型赋能下的航空图像复原技术研究进展》（作者：郑萌萌，郭宸瑞*，张磊，魏巍）针对航空图像噪声、模糊、低光及多退化耦合，梳理单一与多退化联合建模脉络，从视觉基础模型、多模态大模型及智能体三类方法分析驱动复原技术，归纳多退化耦合建模、语义信息利用等挑战。
《航空光谱图像智能处理：方法、应用与挑战》（作者：赵兴兵，郭宸瑞，李羽珊，张磊*，魏巍）针对航空光谱数据高维、强相关、噪声复杂等特点，梳理光谱—空间特征提取、分类、检测、变化检测及光谱解混关键技术，总结其在精准农业、环境灾害监测的应用，剖析数据稀缺与空天地协同困难，展望遥感基础模型、自监督学习与空天地一体化协同。
《航空遥感场景跨域少样本目标检测进展研究》（作者：陈布衣，郭宸瑞*，单淳，张磊，魏巍）针对航空遥感中标注样本稀缺与域间分布差异并存的难题，梳理跨域少样本目标检测的任务边界与域偏移，从迁移与域对齐、元学习、生成式增强、视觉语言对齐及大模型五类方法综述。
《多模态信息融合研究进展》（作者：胡玉梅*，王晓华，邓豹，赵洋洋，赵艺阳）梳理从早期、晚期到混合融合的演进脉络，阐述基于注意力的交互建模、基于对比学习的语义对齐及以大语言模型为载体的生成式融合三方式，探讨其在战场态势感知与无人系统协同中的应用。
《开放词汇语义分割研究进展》（作者：刘明怡，谢国森*，舒祥波，张磊）围绕突破闭集语义分割对固定类别集合的依赖展开，指出以CLIP为代表的视觉—语言预训练模型侧重图像级语义对齐、难满足像素级密集预测需求；进而沿零样本分割、图文监督、双阶段和单阶段方法等路线归纳代表性方法的思想与局限。
《面向无人机的多模态视觉理解大模型研究进展》（作者：余雅婷，曹聪琦*，王昭颖，张艳宁）构建“基础感知—语义推理—决策规划”三层能力框架，归纳基础目标感知、事件语义分析与飞行决策规划等任务；回顾从视觉基础模型感知建模到大语言模型与多模态大模型语义推理、再到具身视觉—语言—行动模型决策规划的演进路径。
《具身智能视角下无人机视觉语言导航研究进展》（作者：郑周一，郭宸瑞，单淳，张磊*，魏巍）围绕无人机据自然语言指令在非结构化三维环境自主导航这一空中具身智能方向，归纳三类仿真平台特点并对比主流数据集差异；从感知表征、推理范式、记忆存储和具身控制四模块剖析跨模态对齐、大模型推理与长程记忆等关键技术。
《人工智能辅助的单机长飞行驾驶技术综述》（作者：袁林，李阳，苗延飞，李枭扬，曹聪琦*）围绕单机长体制中填补副驾驶认知与决策空缺这一核心瓶颈，构建"感知—认知—推理—交互决策—安全监控"系统分析框架，阐述基于脑电图、功能性近红外光谱与计算机视觉的多模态生理行为感知技术，归纳大模型与深度强化学习协同的智能航路规划方法。
《大模型赋能航空遥感智能解译的进展与思考》（作者：郎晋伟*，李娅星，刘帅，康晓东，程俊强）指出传统解译依赖单源传感器与单任务学习模型、难应对目标尺度多变、时空异质性强的复杂场景，重点讨论跨传感器多尺度融合、空间语义推理与模型可解释性评估。
《时间差引导的高光谱图像变化检测网络》（作者：丁晨*，张景博，郝小锋，郑思睿，闫松）针对现有方法难充分利用多层级时间差异信息，提出TDG-Net：以Vision Mamba为主干构建孪生架构，设计时间存储器模块提取显式时间差特征，并通过时域差引导策略转化为空间注意力权重反馈至特征提取网络。
《大模型语义增强的多时相多模态遥感影像匹配方法》（作者：张旺，陈涛，裴根生，李宝晨，韦明韬，姚亚洲*）针对多时相、多模态影像在光谱差异与季节变化下匹配稳定性不足，基于SeCo数据集构建含15000对可见光与近红外跨时相样本的匹配基准，并提出以XoFTR为主干、引入冻结DINOv3提取稠密语义特征的匹配方法。
《双时相特征增强引导的多关系差异耦合遥感变化字幕生成》（作者：于洁潇，付雨杰，刘婧*）针对关键变化区域表征不足、双时相差异关系建模不充分，采用RemoteCLIP-RN50提取双时相影像深层语义特征并自适应强化关键变化区域，构建多关系差异耦合框架对原始特征、绝对差异、乘积交互和相似性信息建模。
《模态可靠性建模的航空遥感可见光—红外目标检测》（作者：余东，张淳杰*，张晓宇，郑晓龙）针对现有方法难随成像条件自适应调节模态贡献，构建面向无人机场景的模态质量属性描述数据集，利用视觉语言模型编码语义先验并引导检测网络学习检测导向的模态可靠性表征，从全局与局部两层面联合建模实现自适应融合。
我们期待广大读者和科技人员通过“大模型在航空领域的智慧赋能”专栏，更深入地了解该领域的最新方法和应用，共同推动大模型与航空领域的深度交叉融合，为我国航空事业发展贡献智慧。
专栏编委会
张艳宁，中国科学院院士，西北工业大学教授，主要研究方向为图像处理、计算机视觉、空间环境探测动态视觉计算理论与技术。
张磊，西北工业大学教授，主要研究方向为计算机视觉、光谱重建、图像超分重建和压缩感知。
董晶，中国科学院自动化研究所研究员，主要研究方向为多媒体取证与安全、网络内容分析和人工智能安全。
王明波，中国航空工业集团公司西安航空计算技术研究所正高级工程师，主要研究方向为航空领域人工智能应用、航空科研设计与生产制造智能化。
闫庆森，西北工业大学教授，主要研究方向为计算机视觉、图像处理、人工智能和机器学习。
丁晨，西安邮电大学副教授，主要研究方向为图像处理、机器学习和模式识别。
曹聪琦，西北工业大学副教授，主要研究方向为计算机视觉、智能视频理解、数据高效学习与时空预测。
专栏责编
赵席彬，编辑，主要研究方向为学术出版和媒体传播等。E-mail：zhaoxibin@aircas.ac.cn。
2026年第31卷第9期
PDF下载
17
9
引用本文
BibTeX
文章信息
doi: 10.11834/jig.2600009
- 首发时间：2026-10-30
- 出版时间：2026-09-16
1 西北工业大学，西安 710129
2 中国科学院自动化研究所，北京 100190
3 中国航空工业集团公司西安航空计算技术 研究所，西安 710065
4 西安邮电大学，西安 710121
5 《中国图象图形学报》编辑部，北京 100190
通讯作者:
https://castjournals.cast.org.cn/joweb/zgtxtxxb/CN/10.11834/jig.2600009
引用本文
BibTeX
2种不同金属材料的力学参数
科
Family | 属数
Number of
genus | 种数
Number of
species | 占总种数比例
Percentage of
total species (%) | 属
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
- BibTeX
- EndNote
- RefWorks
- TxT
北京市海淀区学院南路86号
010-62662699（运营及技术支持）
qkjq@cast.org.cn
