建筑物形状特征分析表达与自适应化简方法
建筑物化简是地图制图领域关注的热点问题之一。集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略，但当前相关研究主要从局部结构模式或化简结果评价展开，缺乏对形状结构的整体分析视角和深层次认知。本文提出一种深度学习支持下的形状自适应建筑物化简方法。首先，利用图卷积自编码网络对建筑物形状进行深度认知，提取隐含在边界节点分布中的形状特征并进行编码表达；然后，通过监督学习方法建立形状编码与化简算法之间的映射关系，从而实现依据输入建筑物的形状特征选择适宜化简算法的自适应机制。试验表明，本文方法的化简结果在位置、方向、面积和形状保持指标上总体优于单一算法，具备较好的理论与应用价值。...
Saved in:
| Published in | Ce hui xue bao Vol. 51; no. 2; pp. 269 - 278 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | Chinese English |
| Published |
Beijing
Surveying and Mapping Press
01.02.2022
同济大学测绘与地理信息学院,上海200092%武汉大学资源与环境科学学院,湖北武汉430079%华中师范大学城市与环境科学学院,湖北武汉430079 |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1001-1595 1001-1595 |
| DOI | 10.11947/j.AGCS.2022.20210302 |
Cover
| Abstract | 建筑物化简是地图制图领域关注的热点问题之一。集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略，但当前相关研究主要从局部结构模式或化简结果评价展开，缺乏对形状结构的整体分析视角和深层次认知。本文提出一种深度学习支持下的形状自适应建筑物化简方法。首先，利用图卷积自编码网络对建筑物形状进行深度认知，提取隐含在边界节点分布中的形状特征并进行编码表达；然后，通过监督学习方法建立形状编码与化简算法之间的映射关系，从而实现依据输入建筑物的形状特征选择适宜化简算法的自适应机制。试验表明，本文方法的化简结果在位置、方向、面积和形状保持指标上总体优于单一算法，具备较好的理论与应用价值。 |
|---|---|
| AbstractList | P208; 建筑物化简是地图制图领域关注的热点问题之一.集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略,但当前相关研究主要从局部结构模式或化简结果评价展开,缺乏对形状结构的整体分析视角和深层次认知.本文提出一种深度学习支持下的形状自适应建筑物化简方法.首先,利用图卷积自编码网络对建筑物形状进行深度认知,提取隐含在边界节点分布中的形状特征并进行编码表达;然后,通过监督学习方法建立形状编码与化简算法之间的映射关系,从而实现依据输入建筑物的形状特征选择适宜化简算法的自适应机制.试验表明,本文方法的化简结果在位置、方向、面积和形状保持指标上总体优于单一算法,具备较好的理论与应用价值. 建筑物化简是地图制图领域关注的热点问题之一。集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略，但当前相关研究主要从局部结构模式或化简结果评价展开，缺乏对形状结构的整体分析视角和深层次认知。本文提出一种深度学习支持下的形状自适应建筑物化简方法。首先，利用图卷积自编码网络对建筑物形状进行深度认知，提取隐含在边界节点分布中的形状特征并进行编码表达；然后，通过监督学习方法建立形状编码与化简算法之间的映射关系，从而实现依据输入建筑物的形状特征选择适宜化简算法的自适应机制。试验表明，本文方法的化简结果在位置、方向、面积和形状保持指标上总体优于单一算法，具备较好的理论与应用价值。 |
| Author | 袁拓 刘鹏程 杨敏 晏雄锋 孔博 |
| AuthorAffiliation | 同济大学测绘与地理信息学院,上海200092%武汉大学资源与环境科学学院,湖北武汉430079%华中师范大学城市与环境科学学院,湖北武汉430079 |
| AuthorAffiliation_xml | – name: 同济大学测绘与地理信息学院,上海200092%武汉大学资源与环境科学学院,湖北武汉430079%华中师范大学城市与环境科学学院,湖北武汉430079 |
| Author_FL | LIU Pengcheng YANG Min KONG Bo YUAN Tuo YAN Xiongfeng |
| Author_FL_xml | – sequence: 1 fullname: YAN Xiongfeng – sequence: 2 fullname: YUAN Tuo – sequence: 3 fullname: YANG Min – sequence: 4 fullname: KONG Bo – sequence: 5 fullname: LIU Pengcheng |
| Author_xml | – sequence: 1 fullname: 晏雄锋 – sequence: 2 fullname: 袁拓 – sequence: 3 fullname: 杨敏 – sequence: 4 fullname: 孔博 – sequence: 5 fullname: 刘鹏程 |
| BookMark | eNpNj0FLw0AQhRepYK39CZ7EY-rObnazOZaiVSh4UM8lu9moRZLaWPRYPagVEQXtUdCTCnoRxFbMrzFJ_RemVNDLe8PjY2beNMr5ga8RmgVcArBNa6FRKlcrayWCCRkJYIrJBMoDxmAAs1nu3zyFimG4LTFmJrUYtfPIjj8G6fNV2n2MP-_Ts7e024-jw_j0OLm9HN49DKPo6_1iePL03TmKB9fxeS996SS9fvJ6M4MmPWcn1MVfL6CNpcX1yrJRW62uVMo1owlEgGEqpRxqSpcrDdwTNsVScs5xFgO4SnsOWIy5IGT2OpFCu1ozAK1MQgR3aAHNj_fuO77n-Jv1RtBu-dnFuto6kKPamGCAjJsbc81WsNvW4d4fSCxOLNPCQtAfu6dssw |
| ClassificationCodes | P208 |
| ContentType | Journal Article |
| Copyright | Feb 2022. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| Copyright_xml | – notice: Feb 2022. This work is published under https://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved. |
| DBID | 3V. 7X2 8FE 8FH 8FK ABUWG AEUYN AFKRA ATCPS AZQEC BBNVY BENPR BHPHI BKSAR CCPQU DWQXO GNUQQ HCIFZ LK8 M0K M7P PATMY PCBAR PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS PYCSY 2B. 4A8 92I 93N PSX TCJ |
| DOI | 10.11947/j.AGCS.2022.20210302 |
| DatabaseName | ProQuest Central (Corporate) Agricultural Science Collection ProQuest SciTech Collection ProQuest Natural Science Journals ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest One Sustainability ProQuest Central UK/Ireland ProQuest Agricultural & Environmental Science Collection ProQuest Central Essentials Biological Science Collection ProQuest Central Natural Science Collection ProQuest Earth, Atmospheric & Aquatic Science Collection ProQuest One ProQuest Central ProQuest Central Student SciTech Premium Collection Biological Sciences Agriculture Science Database Biological Science Database Environmental Science Database Earth, Atmospheric & Aquatic Science Database ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Environmental Science Collection 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) |
| DatabaseTitle | Agricultural Science Database Publicly Available Content Database ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Natural Science Collection ProQuest Central China Earth, Atmospheric & Aquatic Science Collection ProQuest Central ProQuest One Applied & Life Sciences ProQuest One Sustainability Natural Science Collection ProQuest Central Korea Agricultural & Environmental Science Collection Biological Science Collection ProQuest Central (New) ProQuest Biological Science Collection ProQuest One Academic Eastern Edition Earth, Atmospheric & Aquatic Science Database Agricultural Science Collection Biological Science Database ProQuest SciTech Collection Environmental Science Collection ProQuest One Academic UKI Edition Environmental Science Database ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) |
| DatabaseTitleList | Agricultural Science Database |
| Database_xml | – sequence: 1 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Astronomy & Astrophysics |
| DocumentTitle_FL | An adaptive building simplification approach based on shape analysis and representation |
| EISSN | 1001-1595 |
| EndPage | 278 |
| ExternalDocumentID | chxb202202011 |
| GrantInformation_xml | – fundername: (国家自然科学基金); (国家自然科学基金); (国家自然科学基金); (数字制图与国土信息应用工程国家测绘地理信息局重点实验室开放研究基金) funderid: (国家自然科学基金); (国家自然科学基金); (国家自然科学基金); (数字制图与国土信息应用工程国家测绘地理信息局重点实验室开放研究基金) |
| GroupedDBID | -01 3V. 5VS 5XA 5XB 7X2 8FE 8FH 8FK 92E 92I ABJNI ABUWG ACGFS AEUYN AFKRA ALMA_UNASSIGNED_HOLDINGS ATCPS AZQEC BBNVY BENPR BHPHI BKSAR CCEZO CCPQU CCVFK CW9 DWQXO GNUQQ HCIFZ LK8 M0K M7P OK1 P2P PATMY PCBAR PHGZM PHGZT PIMPY PKEHL PQEST PQGLB PQQKQ PQUKI PRINS PYCSY TCJ TGP U1G U5K 2B. 4A8 93N IPNFZ PMFND PSX RIG |
| ID | FETCH-LOGICAL-p1281-4ccca34bd6ce16f8930bb6660cca11dcefa1755d18b1032b8edee511ec42286a3 |
| IEDL.DBID | BENPR |
| ISSN | 1001-1595 |
| IngestDate | Thu May 29 04:11:08 EDT 2025 Sun Jul 13 05:21:12 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | false |
| IsScholarly | true |
| Issue | 2 |
| Keywords | 建筑物化简;形状表达;自适应化简;图卷积编码器 |
| Language | Chinese English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-p1281-4ccca34bd6ce16f8930bb6660cca11dcefa1755d18b1032b8edee511ec42286a3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| OpenAccessLink | https://www.proquest.com/docview/2762747088?pq-origsite=%requestingapplication%&accountid=15518 |
| PQID | 2762747088 |
| PQPubID | 5229093 |
| PageCount | 10 |
| ParticipantIDs | wanfang_journals_chxb202202011 proquest_journals_2762747088 |
| PublicationCentury | 2000 |
| PublicationDate | 2022-02-01 |
| PublicationDateYYYYMMDD | 2022-02-01 |
| PublicationDate_xml | – month: 02 year: 2022 text: 2022-02-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | Beijing |
| PublicationPlace_xml | – name: Beijing |
| PublicationTitle | Ce hui xue bao |
| PublicationTitle_FL | Acta Geodaetica et Cartographica Sinica |
| PublicationYear | 2022 |
| Publisher | Surveying and Mapping Press 同济大学测绘与地理信息学院,上海200092%武汉大学资源与环境科学学院,湖北武汉430079%华中师范大学城市与环境科学学院,湖北武汉430079 |
| Publisher_xml | – name: Surveying and Mapping Press – name: 同济大学测绘与地理信息学院,上海200092%武汉大学资源与环境科学学院,湖北武汉430079%华中师范大学城市与环境科学学院,湖北武汉430079 |
| SSID | ssib005437539 ssib038074662 ssib051373695 ssib002263888 ssib000862384 ssj0058465 |
| Score | 2.3433197 |
| Snippet | 建筑物化简是地图制图领域关注的热点问题之一。集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略，但当前相关研究主要从局部结构模式或化简结果... P208; 建筑物化简是地图制图领域关注的热点问题之一.集成不同算法构建形状特征自适应的化简模型是应对建筑物多样化形态的有效策略,但当前相关研究主要从局部结构模式或化... |
| SourceID | wanfang proquest |
| SourceType | Aggregation Database |
| StartPage | 269 |
| SubjectTerms | Algorithms Cartography Deep learning Machine learning Position measurement Simplification Structural analysis Supervised learning |
| Title | 建筑物形状特征分析表达与自适应化简方法 |
| URI | https://www.proquest.com/docview/2762747088 https://d.wanfangdata.com.cn/periodical/chxb202202011 |
| Volume | 51 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAFT databaseName: Open Access Digital Library customDbUrl: eissn: 1001-1595 dateEnd: 99991231 omitProxy: true ssIdentifier: ssib005437539 issn: 1001-1595 databaseCode: KQ8 dateStart: 20120101 isFulltext: true titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html providerName: Colorado Alliance of Research Libraries – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 eissn: 1001-1595 dateEnd: 20221231 omitProxy: true ssIdentifier: ssj0058465 issn: 1001-1595 databaseCode: BENPR dateStart: 20100201 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwY2BQMUkFnRhjlqKbZGSYqAs6AUzXMtXcTBd0J06qWXJKinEiaDeyr5-ZR6iJV4RpBBODH2wvDGhZJaxMBBfUKfnJoDFyfSNz0C0x5sBMYV9QqAu6NQo0uwq7QiMRerVCii34iDFmBlYj0MlYLAysTq5-AUEoDXhjC-QKDZj-kA7sMjUxBrbf4RU86DR2EzPEgXqmhsbmxmaW8AY2qPY2Bc-nAjvlwIaBKXSPkKGlibl-lp6ju3MwsAtqBNrwZQS6z8sIpR3LXp6Yl5aYl45UobkJMvBDW6IKjpCkI8TAVJUhzCDhWAwaG8_PrVRQUwCzIUMfxSIMlk9373q-duLzzpVP9y563rXteefOp_san3a0PZs34cXCFS_27Xuyo-9F-6qXDU1Pd0152jPt-bqGZ9N2Pts8VZQh1M01xNlDF3rxgm4BaGJN1yQZGK_GJkkpZsmphmZpwCaNQVISsJ9jABQ2NExJTk1LBLY6TFMMLZJA5_ElWaSmpKYCW26pyaADxcwSjcUYWPLy81IlGBSSLUxNk8wsLZMME0HbYEHtyWRgE8wS2LAwNkgxSpNkkIEFSDw09xTHI-JakkEOGkgI2eSMiiRQoBqA2i5S-PVLM3CBlEKWWcswsJQUlabKAlsRJUly0KQhx8DsHWgBABqH0Fk |
| linkProvider | ProQuest |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwY2BQMUkFnRhjlqKbZGSYqAs6AUzXMtXcTBd0J06qWXJKinEiaDeyr5-ZR6iJV4RpBBPDPtheGNCySliZCC6oU_KTQWPk-kbmoFtizIGZwr6gUBd0axRodhV2hUYi9GqFFFvwEWPQjR3eqZXlwC5csa2nCzC-VY2M3FxDnD10obcM6BaAZpF0TZKBnjA2SUoxS041NEsD1t8GSUnARr0BUNjQMCU5NS0RWMWaphhaJIEOn0uySE1JTQU2U1KTQadnmSUaA81lZmA1MTaxBHb-WJ1c_QKCUDoMxhbIFSgwvSMdEGZqYgzsL8AbFKDT303MEAf4mRoamxubWcIb9KDWgil4_tbAUBfYEDGF7kkytDQx18_Sc3R3DgZ2eY1AG8yMQPeHGaG0m9nLE_PSEvPSkSpQN0EGfmjLV8ERklSFGJiqMoQZJByLQWPx-bmVCmoKYDZkqKVYhMHy6e5dz9dOfN658uneRc-7tj3v3Pl0X-PTjrZn8ya8WLjixb59T3b0vWhf9bKh6emuKU97pj1f1_Bs2s5nm6eKMoTSJArEGFjy8vNSJRgUki1MTZPMLC2TDBNB225B7ddkYJPPEtiQMTZIMUqTZJCBBUg8NLcWxyPSliSDHDSQELLJGRVJoEA1ALWVpPDrl2fg9Ajx9Yn38fTzlmbgAmmDLPGWYWApKSpNlQW2YEqS5KDJRIEhgdYpEwCRYQ1l |
| 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%BB%BA%E7%AD%91%E7%89%A9%E5%BD%A2%E7%8A%B6%E7%89%B9%E5%BE%81%E5%88%86%E6%9E%90%E8%A1%A8%E8%BE%BE%E4%B8%8E%E8%87%AA%E9%80%82%E5%BA%94%E5%8C%96%E7%AE%80%E6%96%B9%E6%B3%95&rft.jtitle=Ce+hui+xue+bao&rft.au=%E6%99%8F%E9%9B%84%E9%94%8B&rft.au=%E8%A2%81%E6%8B%93&rft.au=%E6%9D%A8%E6%95%8F&rft.au=%E5%AD%94%E5%8D%9A&rft.date=2022-02-01&rft.pub=Surveying+and+Mapping+Press&rft.issn=1001-1595&rft.eissn=1001-1595&rft.volume=51&rft.issue=2&rft.spage=269&rft_id=info:doi/10.11947%2Fj.AGCS.2022.20210302 |
| thumbnail_s | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fchxb%2Fchxb.jpg |