LOOPS: LOcally Optimized Polygon Simplification
Displaying polygonal vector data is essential in various application scenarios such as geometry visualization, vector graphics rendering, CAD drawing and in particular geographic, or cartographic visualization. Dealing with static polygonal datasets that has a large scale and are highly detailed pos...
Uložené v:
| Vydané v: | Computer graphics forum Ročník 41; číslo 3; s. 355 - 365 |
|---|---|
| Hlavní autori: | , , |
| Médium: | Journal Article |
| Jazyk: | English |
| Vydavateľské údaje: |
Oxford
Blackwell Publishing Ltd
01.06.2022
|
| Predmet: | |
| ISSN: | 0167-7055, 1467-8659 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | Displaying polygonal vector data is essential in various application scenarios such as geometry visualization, vector graphics rendering, CAD drawing and in particular geographic, or cartographic visualization. Dealing with static polygonal datasets that has a large scale and are highly detailed poses several challenges to the efficient and adaptive display of polygons in interactive geographic visualization applications. For linear vector data, only recently a GPU‐based level‐of‐detail (LOD) polyline simplification and rendering approach has been presented which can perform locally‐adaptive LOD visualization of large‐scale line datasets interactively. However, locally optimized LOD simplification and interactive display of large‐scale polygon data, consisting of filled vector line loops, remains still a challenge, specifically in 3D geographic visualizations where varying LOD over a scene is necessary. Our solution to this challenge is a novel technique for locally‐optimized simplification and visualization of 2D polygons over a 3D terrain which features a parallelized point‐inside‐polygon testing mechanism. Our approach is capable of employing any simplification algorithm that sequentially removes vertices such as Douglas‐Peucker and Wang‐Müller. Moreover, we generalized our technique to also visualizing polylines in order to have a unified method for displaying both data types. The results and performance analysis show that our new algorithm can handle large datasets containing polygons composed of millions of segments in real time, and has a lower memory demand and higher performance in comparison to prior methods of line simplification and visualization. |
|---|---|
| AbstractList | Displaying polygonal vector data is essential in various application scenarios such as geometry visualization, vector graphics rendering, CAD drawing and in particular geographic, or cartographic visualization. Dealing with static polygonal datasets that has a large scale and are highly detailed poses several challenges to the efficient and adaptive display of polygons in interactive geographic visualization applications. For linear vector data, only recently a GPU‐based level‐of‐detail (LOD) polyline simplification and rendering approach has been presented which can perform locally‐adaptive LOD visualization of large‐scale line datasets interactively. However, locally optimized LOD simplification and interactive display of large‐scale polygon data, consisting of filled vector line loops, remains still a challenge, specifically in 3D geographic visualizations where varying LOD over a scene is necessary. Our solution to this challenge is a novel technique for locally‐optimized simplification and visualization of 2D polygons over a 3D terrain which features a parallelized point‐inside‐polygon testing mechanism. Our approach is capable of employing any simplification algorithm that sequentially removes vertices such as Douglas‐Peucker and Wang‐Müller. Moreover, we generalized our technique to also visualizing polylines in order to have a unified method for displaying both data types. The results and performance analysis show that our new algorithm can handle large datasets containing polygons composed of millions of segments in real time, and has a lower memory demand and higher performance in comparison to prior methods of line simplification and visualization. |
| Author | Pajarola, Renato Amiraghdam, Alireza Diehl, Alexandra |
| Author_xml | – sequence: 1 givenname: Alireza orcidid: 0000-0003-4690-1595 surname: Amiraghdam fullname: Amiraghdam, Alireza email: amiraghdam@ifi.uzh.ch organization: University of Zürich – sequence: 2 givenname: Alexandra orcidid: 0000-0002-2943-4051 surname: Diehl fullname: Diehl, Alexandra email: diehl@ifi.uzh.ch organization: University of Zürich – sequence: 3 givenname: Renato orcidid: 0000-0002-6724-526X surname: Pajarola fullname: Pajarola, Renato email: pajarola@ifi.uzh.ch organization: University of Zürich |
| BookMark | eNp1kE1Lw0AQhhepYFs9-A8Cnjykncl-db1JsVUIpFA9L-t2t2xJszFpkfjrjcarc5k5PPO-8EzIqIqVI-QWYYb9zO3ez5BxJi7IGJmQ6UJwNSJjwP6WwPkVmbTtAQCYFHxM5nlRbLYPSV5YU5ZdUtSncAxfbpdsYtntY5Vsw7Eugw_WnEKsrsmlN2Xrbv72lLytnl6Xz2lerF-Wj3lqcSFFiuCQASJ3zFMmnBCwo5KhsjbzEp3iCqijHE3mwQi7cNa9M-uo5Yb7HaNTcjfk1k38OLv2pA_x3FR9pc4kgFKMqqyn7gfKNrFtG-d13YSjaTqNoH986N6H_vXRs_OB_Qyl6_4H9XK9Gj6-AQQIYRA |
| Cites_doi | 10.1109/GeoInformatics.2011.5980917 10.1179/caj.1993.30.1.46 10.1016/0198-9715(92)90036-Q 10.1007/s11432-010-0091-z 10.1145/3190834.3190851 10.1080/15481603.2013.820060 10.1109/SIBGRA.2003.1240992 10.1016/B978-008044531-1/50454-1 10.3138/JX16-7262-8161-24L6 10.1109/ICISE.2009.880 10.1016/j.cageo.2016.10.011 10.1145/585147.585170 10.1007/3-540-26772-7_28 10.1007/3-540-26772-7_7 10.1109/IITA-GRS.2010.5603277 10.4103/0256-4602.107338 10.3138/FM57-6770-U75U-7727 10.1080/15230406.2020.1770128 10.1111/cgf.13294 10.1559/152304098782441750 10.1007/978-0-387-35973-1_450 10.1007/3-540-52208-5_31 10.1145/177424.178097 10.1109/IV.2019.00054 10.1145/3002151.3002157 10.1111/cgf.13993 10.1007/s10707-006-9832-y 10.1145/1869790.1869819 |
| ContentType | Journal Article |
| Copyright | 2022 The Author(s) Computer Graphics Forum © 2022 The Eurographics Association and John Wiley & Sons Ltd. Published by John Wiley & Sons Ltd. 2022 The Eurographics Association and John Wiley & Sons Ltd. |
| Copyright_xml | – notice: 2022 The Author(s) Computer Graphics Forum © 2022 The Eurographics Association and John Wiley & Sons Ltd. Published by John Wiley & Sons Ltd. – notice: 2022 The Eurographics Association and John Wiley & Sons Ltd. |
| DBID | AAYXX CITATION 7SC 8FD JQ2 L7M L~C L~D |
| DOI | 10.1111/cgf.14546 |
| DatabaseName | CrossRef Computer and Information Systems Abstracts Technology Research Database ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
| DatabaseTitle | CrossRef Computer and Information Systems Abstracts Technology Research Database Computer and Information Systems Abstracts – Academic Advanced Technologies Database with Aerospace ProQuest Computer Science Collection Computer and Information Systems Abstracts Professional |
| DatabaseTitleList | Computer and Information Systems Abstracts CrossRef |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1467-8659 |
| EndPage | 365 |
| ExternalDocumentID | 10_1111_cgf_14546 CGF14546 |
| Genre | article |
| GrantInformation_xml | – fundername: Swiss National Science Foundation (SNSF) funderid: 200021_169628 |
| GroupedDBID | .3N .4S .DC .GA .Y3 05W 0R~ 10A 15B 1OB 1OC 29F 31~ 33P 3SF 4.4 50Y 50Z 51W 51X 52M 52N 52O 52P 52S 52T 52U 52W 52X 5GY 5HH 5LA 5VS 66C 6J9 702 7PT 8-0 8-1 8-3 8-4 8-5 8UM 8VB 930 A03 AAESR AAEVG AAHHS AAHQN AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABDBF ABDPE ABEML ABPVW ACAHQ ACBWZ ACCFJ ACCZN ACFBH ACGFS ACPOU ACRPL ACSCC ACUHS ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADNMO ADOZA ADXAS ADZMN ADZOD AEEZP AEGXH AEIGN AEIMD AEMOZ AENEX AEQDE AEUQT AEUYR AFBPY AFEBI AFFNX AFFPM AFGKR AFPWT AFWVQ AFZJQ AHBTC AHEFC AHQJS AITYG AIURR AIWBW AJBDE AJXKR AKVCP ALAGY ALMA_UNASSIGNED_HOLDINGS ALUQN ALVPJ AMBMR AMYDB ARCSS ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI BY8 CAG COF CS3 CWDTD D-E D-F DCZOG DPXWK DR2 DRFUL DRSTM DU5 EAD EAP EBA EBO EBR EBS EBU EDO EJD EMK EST ESX F00 F01 F04 F5P FEDTE FZ0 G-S G.N GODZA H.T H.X HF~ HGLYW HVGLF HZI HZ~ I-F IHE IX1 J0M K1G K48 LATKE LC2 LC3 LEEKS LH4 LITHE LOXES LP6 LP7 LUTES LW6 LYRES MEWTI MK4 MRFUL MRSTM MSFUL MSSTM MXFUL MXSTM N04 N05 N9A NF~ O66 O9- OIG P2W P2X P4D PALCI PQQKQ Q.N Q11 QB0 QWB R.K RDJ RIWAO RJQFR ROL RX1 SAMSI SUPJJ TH9 TN5 TUS UB1 V8K W8V W99 WBKPD WIH WIK WOHZO WQJ WRC WXSBR WYISQ WZISG XG1 ZL0 ZZTAW ~IA ~IF ~WT AAMMB AAYXX ADMLS AEFGJ AEYWJ AGHNM AGQPQ AGXDD AGYGG AIDQK AIDYY AIQQE CITATION O8X 7SC 8FD JQ2 L7M L~C L~D |
| ID | FETCH-LOGICAL-c1876-10e140115e4f346e660d37419cc2f71e95903e351a2f0a6c8eceb4ce3c5a5fd43 |
| IEDL.DBID | DRFUL |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000842261500031&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0167-7055 |
| IngestDate | Fri Jul 25 04:13:18 EDT 2025 Sat Nov 29 03:41:21 EST 2025 Wed Jan 22 16:25:06 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 3 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c1876-10e140115e4f346e660d37419cc2f71e95903e351a2f0a6c8eceb4ce3c5a5fd43 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0002-2943-4051 0000-0002-6724-526X 0000-0003-4690-1595 |
| PQID | 2700994392 |
| PQPubID | 30877 |
| PageCount | 11 |
| ParticipantIDs | proquest_journals_2700994392 crossref_primary_10_1111_cgf_14546 wiley_primary_10_1111_cgf_14546_CGF14546 |
| PublicationCentury | 2000 |
| PublicationDate | June 2022 2022-06-00 20220601 |
| PublicationDateYYYYMMDD | 2022-06-01 |
| PublicationDate_xml | – month: 06 year: 2022 text: June 2022 |
| PublicationDecade | 2020 |
| PublicationPlace | Oxford |
| PublicationPlace_xml | – name: Oxford |
| PublicationTitle | Computer graphics forum |
| PublicationYear | 2022 |
| Publisher | Blackwell Publishing Ltd |
| Publisher_xml | – name: Blackwell Publishing Ltd |
| References | 2010; 53 1973; 10 2011 2010 2006; 10 2020; 39 2009 2008; 37 2008 1995 2005 1994 2003 2002 1992; 16 1998; 25 2004; 39 2017; 99 2013; 50 2013; 30 1993; 30 2019 2018 2020; 47 2016 2018; 37 1989 e_1_2_9_30_2 e_1_2_9_10_2 e_1_2_9_33_2 e_1_2_9_34_2 e_1_2_9_12_2 e_1_2_9_31_2 e_1_2_9_11_2 e_1_2_9_32_2 Dai C. (e_1_2_9_6_2) 2008; 37 Van Oosterom P. (e_1_2_9_24_2) 1995 e_1_2_9_14_2 e_1_2_9_13_2 e_1_2_9_16_2 e_1_2_9_18_2 e_1_2_9_17_2 e_1_2_9_19_2 e_1_2_9_21_2 e_1_2_9_20_2 Sun M. (e_1_2_9_15_2) 2008; 37 e_1_2_9_23_2 e_1_2_9_22_2 e_1_2_9_7_2 e_1_2_9_5_2 e_1_2_9_4_2 e_1_2_9_3_2 e_1_2_9_2_2 e_1_2_9_9_2 e_1_2_9_8_2 e_1_2_9_25_2 e_1_2_9_27_2 e_1_2_9_26_2 e_1_2_9_29_2 e_1_2_9_28_2 |
| References_xml | – volume: 47 start-page: 452 issue: 5 year: 2020 end-page: 470 article-title: Local terrain modification method considering physical feature constraints for vector elements publication-title: Cartography and Geographic Information Science – volume: 50 start-page: 473 issue: 4 year: 2013 end-page: 482 article-title: A new approach and procedure for generalising vector‐based maps of real‐world features publication-title: GIScience & Remote Sensing – year: 2005 – start-page: 107 year: 2002 end-page: 112 – volume: 37 start-page: 338 issue: 1 year: 2018 end-page: 349 article-title: Large‐scale pixel‐precise deferred vector maps publication-title: Computer Graphics Forum – volume: 30 start-page: 46 issue: 1 year: 1993 end-page: 51 article-title: Line generalisation by repeated elimination of points publication-title: The cartographic journal – start-page: 215 year: 2010 end-page: 218 – start-page: 2125 year: 2009 end-page: 2128 – start-page: 85 year: 2005 end-page: 96 – start-page: 281 year: 2019 end-page: 286 – start-page: 383 year: 1994 end-page: 384 – start-page: 1 year: 2011 end-page: 5 – year: 2016 – year: 2018 – volume: 10 start-page: 359 issue: 3 year: 2006 end-page: 394 article-title: MultiVMap: A multi‐scale model for vector maps publication-title: Geoinformatica – start-page: 339 year: 2008 end-page: 344 – start-page: 60 year: 2003 end-page: 66 – volume: 37 start-page: 643 year: 2008 end-page: 647 article-title: Rendering 3D vector data using the theory of stencil shadow volumes publication-title: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – volume: 53 start-page: 1122 issue: 6 year: 2010 end-page: 1129 article-title: An efficient rendering method for large vector data on large terrain models publication-title: Science China Information Sciences – volume: 99 start-page: 19 year: 2017 end-page: 27 article-title: A parallelized screen‐based method for rendering polylines and polygons on terrain surfaces publication-title: Computers & Geosciences – volume: 10 start-page: 112 issue: 2 year: 1973 end-page: 122 article-title: Algorithms for the reduction of the number of points required to represent a digitized line or its caricature publication-title: Cartographica: the international journal for geographic information and geovisualization – volume: 39 start-page: 443 issue: 3 year: 2020 end-page: 453 article-title: LOCALIS: Locally‐adaptive line simplification for GPU‐based geographic vector data visualization publication-title: Computer Graphics Forum – start-page: 509 year: 2005 end-page: 518 – volume: 37 start-page: 507 year: 2008 end-page: 511 article-title: Large‐scale vector data displaying for interactive manipulation in 3D landscape map publication-title: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – start-page: 253 year: 1989 end-page: 269 – volume: 39 start-page: 37 issue: 4 year: 2004 end-page: 44 article-title: A new approach for the simplification of contours publication-title: Cartographica: The International Journal for Geographic Information and Geovisualization – start-page: 192 year: 2010 end-page: 201 – start-page: 213 year: 2003 end-page: 222 – year: 1995 – start-page: 369 year: 2005 end-page: 380 – volume: 30 start-page: 38 issue: 1 year: 2013 end-page: 46 article-title: Survey of shadow volume algorithms in computer graphics publication-title: IETE Technical Review – volume: 25 start-page: 3 issue: 1 year: 1998 end-page: 15 article-title: Line generalization based on analysis of shape characteristics publication-title: Cartography and Geographic Information Systems – volume: 16 start-page: 239 issue: 3 year: 1992 end-page: 247 article-title: A storage structure for a multi‐scale database: The reactive‐tree publication-title: Computers, environment and urban systems – ident: e_1_2_9_13_2 doi: 10.1109/GeoInformatics.2011.5980917 – ident: e_1_2_9_26_2 doi: 10.1179/caj.1993.30.1.46 – ident: e_1_2_9_23_2 doi: 10.1016/0198-9715(92)90036-Q – ident: e_1_2_9_33_2 doi: 10.1007/s11432-010-0091-z – ident: e_1_2_9_7_2 doi: 10.1145/3190834.3190851 – ident: e_1_2_9_14_2 doi: 10.1080/15481603.2013.820060 – ident: e_1_2_9_31_2 doi: 10.1109/SIBGRA.2003.1240992 – ident: e_1_2_9_4_2 doi: 10.1016/B978-008044531-1/50454-1 – ident: e_1_2_9_8_2 doi: 10.3138/JX16-7262-8161-24L6 – ident: e_1_2_9_29_2 doi: 10.1109/ICISE.2009.880 – volume: 37 start-page: 507 year: 2008 ident: e_1_2_9_15_2 article-title: Large‐scale vector data displaying for interactive manipulation in 3D landscape map publication-title: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ident: e_1_2_9_18_2 doi: 10.1016/j.cageo.2016.10.011 – ident: e_1_2_9_11_2 doi: 10.1145/585147.585170 – ident: e_1_2_9_34_2 doi: 10.1007/3-540-26772-7_28 – ident: e_1_2_9_3_2 doi: 10.1007/3-540-26772-7_7 – ident: e_1_2_9_32_2 doi: 10.1109/IITA-GRS.2010.5603277 – ident: e_1_2_9_12_2 doi: 10.4103/0256-4602.107338 – ident: e_1_2_9_5_2 doi: 10.3138/FM57-6770-U75U-7727 – ident: e_1_2_9_17_2 – ident: e_1_2_9_16_2 doi: 10.1080/15230406.2020.1770128 – ident: e_1_2_9_20_2 doi: 10.1111/cgf.13294 – ident: e_1_2_9_30_2 doi: 10.1559/152304098782441750 – ident: e_1_2_9_27_2 doi: 10.1007/978-0-387-35973-1_450 – ident: e_1_2_9_28_2 – ident: e_1_2_9_25_2 doi: 10.1007/3-540-52208-5_31 – ident: e_1_2_9_9_2 doi: 10.1145/177424.178097 – ident: e_1_2_9_21_2 doi: 10.1109/IV.2019.00054 – volume: 37 start-page: 643 year: 2008 ident: e_1_2_9_6_2 article-title: Rendering 3D vector data using the theory of stencil shadow volumes publication-title: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ident: e_1_2_9_19_2 doi: 10.1145/3002151.3002157 – ident: e_1_2_9_2_2 doi: 10.1111/cgf.13993 – ident: e_1_2_9_22_2 doi: 10.1007/s10707-006-9832-y – ident: e_1_2_9_10_2 doi: 10.1145/1869790.1869819 – volume-title: The GAP‐Tree, an Approach to ‘on‐the‐fly’ Map Generalization of an Area Partitioning year: 1995 ident: e_1_2_9_24_2 |
| SSID | ssj0004765 |
| Score | 2.3418558 |
| Snippet | Displaying polygonal vector data is essential in various application scenarios such as geometry visualization, vector graphics rendering, CAD drawing and in... |
| SourceID | proquest crossref wiley |
| SourceType | Aggregation Database Index Database Publisher |
| StartPage | 355 |
| SubjectTerms | Algorithms Apexes Cartography CCS Concepts Computing methodologies → Rendering Datasets Human‐centered computing → Geographic visualization Polygons Rasterization Rendering Simplification Theory of computation → Computational geometry Visualization Visualization techniques |
| Title | LOOPS: LOcally Optimized Polygon Simplification |
| URI | https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcgf.14546 https://www.proquest.com/docview/2700994392 |
| Volume | 41 |
| WOSCitedRecordID | wos000842261500031&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVWIB databaseName: Wiley Online Library - Journals customDbUrl: eissn: 1467-8659 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0004765 issn: 0167-7055 databaseCode: DRFUL dateStart: 19970101 isFulltext: true titleUrlDefault: https://onlinelibrary.wiley.com providerName: Wiley-Blackwell |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1NT8JAEJ0geNCD30YUTWM8eGlsux9l9WTQ6qGhRCTh1rTbWUKCxQCa4K93W1rAg4mJtz20ze7svNm30523AFduwpmIiWVSRGVSFjNTsxCiW5xYcaykleTq-r7bbjf7fdGpwF1ZC7PQh1gm3DJk5PE6A3gUT9dALgdKw5xRvgE1R_stq0Lt4cXr-auySJezUto7E40phIWygzzLl38uRyuOuc5U86XG2_1XJ_dgp2CYxv3CJfahgukBbK_pDh7CjR8Ene6t4Qd6hkZzI9Bx4234hYnRGY_mg3FqdIfZSXNVJPSOoOc9vraezeLmBFPaOrzp2IrZxslmSBWhHDm3EqK5g5DSUa6NggmLIGF25Cgr4rKJEmMqkUgWMZVQcgzVdJziCRjI0bKVJI6iLhVExpamdA66iZ7gSMRRHS5LA4bvC4GMsNxY6NGH-ejr0ChNGxYYmYbZL28hNCFy6nCdG_H3D4StJy9vnP790TPYcrJahTxl0oDqbPKB57ApP2fD6eSicJZvbXO_qw |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3PS8MwFH7oJqgHf4vTqUU8eCm2zY8a8SLTObGuw03wVtr0RQbaiU5B_3qTrt3mQRC85dCW5OV9L19e874AHPopZyIhjk0RlU1ZwmzNQohuceIkiZJOmqvrB367ffLwIDozcFbWwoz0IcYJN4OMPF4bgJuE9BTK5aPSOGeUz0KVajfS_l29uGveB5O6SJ-zUtvbqMYUykLmJM_45Z_r0YRkTlPVfK1pLv-vlyuwVHBM63zkFKswg9kaLE4pD67DcRCGne6pFYR6jp4-rVBHjuf-F6ZWZ_D0-TjIrG7fnDVXRUpvA-6bl71Gyy7uTrClqwOcjq5otk4uQ6oI5ci5kxLNHoSUnvJdFEw4BAlzY085MZcnKDGhEolkMVMpJZtQyQYZboGFHB1XSeIp6lNBZOJoUuehn-opjkUS1-CgtGD0MpLIiMqthR59lI--BvXStlGBkrfI_PQWQlMirwZHuRV__0DUuGrmje2_P7oP863ebRAF1-2bHVjwTOVCnkCpQ2X4-o67MCc_hv23173Cc74B_SvDmw |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1bS8MwFD7oJqIP3sV5LeKDL8W2udSIL-KsimUb6mBvpU1PxmB2Y15Af71J127zQRB8y0MbkpN8J19Ocr4AnPgpZyIhjk0RlU1ZwmzNQoguceIkiZJOmqvrh36jcd7piNYcXJa5MGN9iEnAzSAj99cG4DhM1QzKZVdpnDPK56FKzSMyFajWH4N2OM2L9Dkrtb2NakyhLGRu8kx-_rkeTUnmLFXN15pg9X-tXIOVgmNaV-NJsQ5zmG3A8ozy4Cachc1m6-nCCpt6jPqfVlN7jpfeF6ZWa9D_7A4y66ln7pqrIqS3Be3g5vn6zi7eTrClqx2c9q5otk4uQ6oI5ci5kxLNHoSUnvJdFEw4BAlzY085MZfnKDGhEolkMVMpJdtQyQYZ7oCFHB1XSeIp6lNBZOJoUuehn-ohjkUS1-C4tGA0HEtkROXWQvc-yntfg_3StlGBktfIHHoLoSmRV4PT3Iq_VxBd3wZ5Yffvnx7BYqseROF942EPljyTuJDHT_ah8jZ6xwNYkB9vvdfRYTFxvgHgEMMW |
| 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=LOOPS%3A+LOcally+Optimized+Polygon+Simplification&rft.jtitle=Computer+graphics+forum&rft.au=Amiraghdam%2C+Alireza&rft.au=Diehl%2C+Alexandra&rft.au=Pajarola%2C+Renato&rft.date=2022-06-01&rft.issn=0167-7055&rft.eissn=1467-8659&rft.volume=41&rft.issue=3&rft.spage=355&rft.epage=365&rft_id=info:doi/10.1111%2Fcgf.14546&rft.externalDBID=10.1111%252Fcgf.14546&rft.externalDocID=CGF14546 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0167-7055&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0167-7055&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0167-7055&client=summon |