Analogy-driven 3D style transfer
Style transfer aims to apply the style of an exemplar model to a target one, while retaining the target's structure. The main challenge in this process is to algorithmically distinguish style from structure, a high‐level, potentially ill‐posed cognitive task. Inspired by cognitive science resea...
Saved in:
| Published in: | Computer graphics forum Vol. 33; no. 2; pp. 175 - 184 |
|---|---|
| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Oxford
Blackwell Publishing Ltd
01.05.2014
|
| Subjects: | |
| ISSN: | 0167-7055, 1467-8659 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Style transfer aims to apply the style of an exemplar model to a target one, while retaining the target's structure. The main challenge in this process is to algorithmically distinguish style from structure, a high‐level, potentially ill‐posed cognitive task. Inspired by cognitive science research we recast style transfer in terms of shape analogies. In IQ testing, shape analogy queries present the subject with three shapes: source, target and exemplar, and ask them to select an output such that the transformation, or analogy, from the exemplar to the output is similar to that from the source to the target. The logical process involved in identifying the source‐to‐target analogies implicitly detects the structural differences between the source and target and can be used effectively to facilitate style transfer. Since the exemplar has a similar structure to the source, applying the analogy to the exemplar will provide the output we seek. The main technical challenge we address is to compute the source to target analogies, consistent with human logic. We observe that the typical analogies we look for consist of a small set of simple transformations, which when applied to the exemplar generate a continuous, seamless output model. To assemble a shape analogy, we compute an optimal set of source‐to‐target transformations, such that the assembled analogy best fits these criteria. The assembled analogy is then applied to the exemplar shape to produce the desired output model. We use the proposed framework to seamlessly transfer a variety of style properties between 2D and 3D objects and demonstrate significant improvements over the state of the art in style transfer. We further show that our framework can be used to successfully complete partial scans with the help of a user provided structural template, coherently propagating scan style across the completed surfaces. |
|---|---|
| AbstractList | Style transfer aims to apply the style of an exemplar model to a target one, while retaining the target's structure. The main challenge in this process is to algorithmically distinguish style from structure, a high‐level, potentially ill‐posed cognitive task. Inspired by cognitive science research we recast style transfer in terms of shape analogies . In IQ testing, shape analogy queries present the subject with three shapes: source, target and exemplar , and ask them to select an output such that the transformation, or analogy , from the exemplar to the output is similar to that from the source to the target. The logical process involved in identifying the source‐to‐target analogies implicitly detects the structural differences between the source and target and can be used effectively to facilitate style transfer. Since the exemplar has a similar structure to the source, applying the analogy to the exemplar will provide the output we seek. The main technical challenge we address is to compute the source to target analogies, consistent with human logic. We observe that the typical analogies we look for consist of a small set of simple transformations, which when applied to the exemplar generate a continuous, seamless output model. To assemble a shape analogy, we compute an optimal set of source‐to‐target transformations, such that the assembled analogy best fits these criteria. The assembled analogy is then applied to the exemplar shape to produce the desired output model. We use the proposed framework to seamlessly transfer a variety of style properties between 2D and 3D objects and demonstrate significant improvements over the state of the art in style transfer. We further show that our framework can be used to successfully complete partial scans with the help of a user provided structural template, coherently propagating scan style across the completed surfaces. Style transfer aims to apply the style of an exemplar model to a target one, while retaining the target's structure. The main challenge in this process is to algorithmically distinguish style from structure, a high-level, potentially ill-posed cognitive task. Inspired by cognitive science research we recast style transfer in terms of shape analogies. In IQ testing, shape analogy queries present the subject with three shapes: source, target and exemplar, and ask them to select an output such that the transformation, or analogy, from the exemplar to the output is similar to that from the source to the target. The logical process involved in identifying the source-to-target analogies implicitly detects the structural differences between the source and target and can be used effectively to facilitate style transfer. Since the exemplar has a similar structure to the source, applying the analogy to the exemplar will provide the output we seek. The main technical challenge we address is to compute the source to target analogies, consistent with human logic. We observe that the typical analogies we look for consist of a small set of simple transformations, which when applied to the exemplar generate a continuous, seamless output model. To assemble a shape analogy, we compute an optimal set of source-to-target transformations, such that the assembled analogy best fits these criteria. The assembled analogy is then applied to the exemplar shape to produce the desired output model. We use the proposed framework to seamlessly transfer a variety of style properties between 2D and 3D objects and demonstrate significant improvements over the state of the art in style transfer. We further show that our framework can be used to successfully complete partial scans with the help of a user provided structural template, coherently propagating scan style across the completed surfaces. [PUBLICATION ABSTRACT] |
| Author | Huang, Haibin Ma, Chongyang Sheffer, Alla Kalogerakis, Evangelos Wang, Rui |
| Author_xml | – sequence: 1 givenname: Chongyang surname: Ma fullname: Ma, Chongyang organization: University of British Columbia – sequence: 2 givenname: Haibin surname: Huang fullname: Huang, Haibin organization: University of Massachusetts Amherst – sequence: 3 givenname: Alla surname: Sheffer fullname: Sheffer, Alla organization: University of British Columbia – sequence: 4 givenname: Evangelos surname: Kalogerakis fullname: Kalogerakis, Evangelos organization: University of Massachusetts Amherst – sequence: 5 givenname: Rui surname: Wang fullname: Wang, Rui organization: University of Massachusetts Amherst |
| BookMark | eNp1kE1PwkAQhjcGEwE9-A9IvOihsNP9ao8EBUwIXogkXjbb7ZYslhZ3i9p_bxH0QHQuM4fneZN5O6hVlIVB6BpwH5oZ6FXWh5BgcYbaQLkIIs7iFmpjaG6BGbtAHe_XGGMqOGuj3rBQebmqg9TZd1P0yH3PV3VuepVThc-Mu0Tnmcq9uTruLlqMHxajaTB7mjyOhrNAEx6JIKSME2CpTqkCykIWJ9SEiU4TE5vE0BQiLOKUZqB4DBBzrkDpSMcRDpMUky66PcRuXfm2M76SG-u1yXNVmHLnJTAGWBAuRIPenKDrcueaN_YUwTEGAntqcKC0K713JpPaVqqyZdF8ZnMJWO4Lk01h8ruwxrg7MbbObpSr_2SP6R82N_X_oBxNxj9GcDCsr8znr6Hcq-SCCCaX84l8Hs-jlyWnckq-AOT0iDw |
| CitedBy_id | crossref_primary_10_1145_2980179_2980237 crossref_primary_10_1145_2816795_2818101 crossref_primary_10_1145_2766929 crossref_primary_10_1111_cgf_14356 crossref_primary_10_1111_cgf_13105 crossref_primary_10_1007_s11042_016_3642_5 crossref_primary_10_1111_cgf_12763 crossref_primary_10_1111_cgf_12762 crossref_primary_10_1016_j_cad_2019_05_017 crossref_primary_10_1145_2766984 crossref_primary_10_1145_3182158 crossref_primary_10_1145_3092817 crossref_primary_10_1016_j_cad_2022_103399 crossref_primary_10_1109_TVCG_2016_2553102 crossref_primary_10_1111_cgf_13132 crossref_primary_10_1016_j_cag_2025_104249 crossref_primary_10_1111_cgf_12558 crossref_primary_10_1007_s00371_020_02042_w crossref_primary_10_1111_cgf_14844 crossref_primary_10_1145_3618391 crossref_primary_10_1145_2766898 crossref_primary_10_1016_j_cag_2018_05_008 crossref_primary_10_1111_cgf_12790 crossref_primary_10_1145_3528223_3530107 crossref_primary_10_1145_3072959_3092817 crossref_primary_10_1109_TVCG_2017_2657751 |
| Cites_doi | 10.1145/2010324.1964930 10.1145/1015706.1015736 10.1007/978-3-642-15558-1_29 10.1561/0600000011 10.1145/588272.588277 10.1145/344779.345074 10.1145/2185520.2185553 10.1145/2185520.2185551 10.1145/2366145.2366199 10.1145/1778765.1778841 10.1002/nav.3800030404 10.1111/j.1467-8659.2011.01885.x 10.1145/1778765.1778839 10.1111/j.1467-8659.2011.01884.x 10.1145/1882261.1866206 10.1145/1015706.1015775 10.1145/1141911.1141924 10.1007/s11263-011-0437-z 10.1145/2380116.2380127 10.1145/2366145.2366186 10.1145/882262.882311 10.1109/ICCV.2005.221 10.1145/1015706.1015812 10.1145/2185520.2185550 10.1145/2461912.2461959 10.1145/1360612.1360642 10.1111/j.1467-8659.2012.03167.x |
| ContentType | Journal Article |
| Copyright | 2014 The Author(s) Computer Graphics Forum © 2014 The Eurographics Association and John Wiley & Sons Ltd. Published by John Wiley & Sons Ltd. 2014 The Eurographics Association and John Wiley & Sons Ltd. |
| Copyright_xml | – notice: 2014 The Author(s) Computer Graphics Forum © 2014 The Eurographics Association and John Wiley & Sons Ltd. Published by John Wiley & Sons Ltd. – notice: 2014 The Eurographics Association and John Wiley & Sons Ltd. |
| DBID | BSCLL AAYXX CITATION 7SC 8FD JQ2 L7M L~C L~D F28 FR3 |
| DOI | 10.1111/cgf.12307 |
| DatabaseName | Istex 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 ANTE: Abstracts in New Technology & Engineering Engineering Research Database |
| 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 Engineering Research Database ANTE: Abstracts in New Technology & Engineering |
| DatabaseTitleList | CrossRef Computer and Information Systems Abstracts Technology Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering |
| EISSN | 1467-8659 |
| EndPage | 184 |
| ExternalDocumentID | 3321289661 10_1111_cgf_12307 CGF12307 ark_67375_WNG_VFN8ZW64_H |
| Genre | article Feature |
| 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 AAHQN AAMMB AAMNL AANHP AANLZ AAONW AASGY AAXRX AAYCA AAZKR ABCQN ABCUV ABDBF ABDPE ABEML ABPVW ACAHQ ACBWZ ACCZN ACFBH ACGFS ACPOU ACRPL ACSCC ACUHS ACXBN ACXQS ACYXJ ADBBV ADEOM ADIZJ ADKYN ADMGS ADMLS ADNMO ADOZA ADXAS ADZMN AEFGJ AEGXH AEIGN AEIMD AEMOZ AENEX AEUYR AEYWJ AFBPY AFEBI AFFNX AFFPM AFGKR AFWVQ AFZJQ AGHNM AGQPQ AGXDD AGYGG AHBTC AHEFC AHQJS AIDQK AIDYY AIQQE AITYG AIURR AJXKR AKVCP ALAGY ALMA_UNASSIGNED_HOLDINGS ALVPJ AMBMR AMYDB ARCSS ASPBG ATUGU AUFTA AVWKF AZBYB AZFZN AZVAB BAFTC BDRZF BFHJK BHBCM BMNLL BMXJE BNHUX BROTX BRXPI BSCLL 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 WXSBR WYISQ WZISG XG1 ZL0 ZZTAW ~IA ~IF ~WT AAHHS ACCFJ ADZOD AEEZP AEQDE AIWBW AJBDE ALUQN AAYXX CITATION O8X 7SC 8FD JQ2 L7M L~C L~D F28 FR3 |
| ID | FETCH-LOGICAL-c3687-2456315dcd4a145259b4e2bcdbe9ebe4d18079d4f1a6911966a1ac8c9802bd03 |
| IEDL.DBID | DRFUL |
| ISICitedReferencesCount | 38 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000337543000018&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 Sep 05 10:29:11 EDT 2025 Fri Jul 25 05:50:00 EDT 2025 Sat Nov 29 08:02:38 EST 2025 Tue Nov 18 21:58:03 EST 2025 Wed Apr 02 05:42:45 EDT 2025 Tue Nov 11 03:29:02 EST 2025 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c3687-2456315dcd4a145259b4e2bcdbe9ebe4d18079d4f1a6911966a1ac8c9802bd03 |
| Notes | ArticleID:CGF12307 ark:/67375/WNG-VFN8ZW64-H Supporting Information istex:5723D1B3C1401F9D64F7646913642602C80BC4F2 SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-2 content type line 23 |
| PQID | 1530901317 |
| PQPubID | 30877 |
| PageCount | 10 |
| ParticipantIDs | proquest_miscellaneous_1551073677 proquest_journals_1530901317 crossref_citationtrail_10_1111_cgf_12307 crossref_primary_10_1111_cgf_12307 wiley_primary_10_1111_cgf_12307_CGF12307 istex_primary_ark_67375_WNG_VFN8ZW64_H |
| PublicationCentury | 2000 |
| PublicationDate | May 2014 |
| PublicationDateYYYYMMDD | 2014-05-01 |
| PublicationDate_xml | – month: 05 year: 2014 text: May 2014 |
| PublicationDecade | 2010 |
| PublicationPlace | Oxford |
| PublicationPlace_xml | – name: Oxford |
| PublicationTitle | Computer graphics forum |
| PublicationTitleAlternate | Computer Graphics Forum |
| PublicationYear | 2014 |
| Publisher | Blackwell Publishing Ltd |
| Publisher_xml | – name: Blackwell Publishing Ltd |
| References | [XLZ*10] Xu K., Li H., Zhang H., Cohen-Or D., Xiong Y., Cheng Z.-Q.: Style-content separation by anisotropic part scales. ACM Trans. Graphics 29, 6 (2010), 184:1-184:10. 1, 3, 7, 9. [vKZHCO11] van Kaick O., Zhang H., Hamarneh G., Cohen-Or D.: A survey on shape correspondence. Computer Graphics Forum 30, 6 (2011), 1681-1707. 3, 4. [WXL*11] Wang Y., Xu K., Li J., Zhang H., Shamir A., Liu L., Cheng Z., Xiong Y.: Symmetry hierarchy of man-made objects. Computer Graphics Forum 30, 2 (2011). 2. [SNB*12] Solomon J., Nguyen A., Butscher A., Ben-Chen M., Guibas L.: Soft maps between surfaces. Computer Graphics Forum 31, 5 (2012), 1617-1626. 3. [KHS10] Kalogerakis E., Hertzmann A., Singh K.: Learning 3D mesh segmentation and labeling. ACM Trans. Graphics 29, 4 (2010), 102:1-102:12. 5. [BWS10] Bokeloh M., Wand M., Seidel H.-P.: A connection between partial symmetry and inverse procedural modeling. ACM Trans. Graphics 29 (2010), 104:1-104:10. 3. [ACP03] Allen B., Curless B., Popović Z.: The space of human body shapes: reconstruction and parameterization from range scans. ACM Trans. Graphics 22, 3 (2003), 587-594. 4. [KCKK12] Kalogerakis E., Chaudhuri S., Koller D., Koltun V.: A probabilistic model for component-based shape synthesis. ACM Trans. Graphics 31, 4 (2012), 55:1-55:11. 3. [DOIB12] Delong A., Osokin A., Isack H.N., Boykov Y.: Fast approximate energy minimization with label costs. Int'l Journal of Computer Vision 96, 1 (2012), 1-27. 6. [SP04] Sumner R.W., Popović J.: Deformation transfer for triangle meshes. ACM Trans. Graphics 23, 3 (2004), 399-405. 3, 4. [XZCOC12] Xu K., Zhang H., Cohen-Or D., Chen B.: Fit and diverse: Set evolution for inspiring 3D shape galleries. ACM Trans. Graphics 31, 4 (2012), 57:1-57:10. 3. [CKGK11] Chaudhuri S., Kalogerakis E., Guibas L., Koltun V.: Probabilistic reasoning for assembly-based 3D modeling. ACM Trans. Graphics 30, 4 (2011), 35:1-35:10. 3. [FTP03] Freeman W.T., Tenenbaum J.B., Pasztor E.C.: Learning style translation for the lines of a drawing. ACM Trans. on Graphics 22, 1 (2003), 33-46. 3, 7. [PMW*08] Pauly M., Mitra N.J., Wallner J., Pottmann H., Guibas L.J.: Discovering structural regularity in 3D geometry. ACM Trans. Graphics 27, 3 (2008), 43:1-43:11. 3. [HZG*12] Huang Q.-X., Zhang G.-X., Gao L., Hu S.-M., Butscher A., Guibas L.: An optimization approach for extracting and encoding consistent maps in a shape collection. ACM Trans. Graphics 31, 6 (2012), 167:1-167:11. 3. [FKS*04] Funkhouser T., Kazhdan M., Shilane P., Min P., Kiefer W., Tal A., Rusinkiewicz S., Dobkin D.: Modeling by example. ACM Trans. Graphics 23, 3 (2004), 652-663. 3. [SFCH12] Shen C.-H., Fu H., Chen K., Hu S.-M.: Structure recovery by part assembly. ACM Trans. Graphics 31, 6 (2012), 180:1-180:11. 3. [KLM*12] Kim V.G., Li W., Mitra N., DiVerdi S., Funkhouser T.: Exploring collections of 3D models using fuzzy correspondences. ACM Trans. Graphics 31, 4 (2012), 54:1-54:11. 3. [SAPH04] Schreiner J., Asirvatham A., Praun E., Hoppe H.: Inter-surface mapping. ACM Trans. Graphics 23, 3 (2004), 870-877. 3. [ROA*13] Rustamov R.M., Ovsjanikov M., Azencot O., Ben-Chen M., Chazal F., Guibas L.: Map-based exploration of intrinsic shape differences and variability. ACM Trans. Graph. 32, 4 (2013), 72:1-72:12. 3. [SPR06] Sheffer A., Praun E., Rose K.: Mesh parameterization methods and their applications. Foundation and Trends in Computer Graphics and Vision 2, 2 (2006), 105-171. 4. [MGP06] Mitra N.J., Guibas L.J., Pauly M.: Partial and approximate symmetry detection for 3D geometry. ACM Trans. Graphics 25, 3 (2006), 560-568. 3, 5. 2001 2012 2000 2013; 32 2010; 29 2010 2004; 23 2006; 25 2008; 27 1998 2009 2011; 30 2005 2002 2013 2006; 2 1968 2012; 31 2003; 22 2012; 96 1955 e_1_2_10_23_1 Evans T.G. (e_1_2_10_7_1) 1968 e_1_2_10_24_1 e_1_2_10_21_1 e_1_2_10_22_1 e_1_2_10_20_1 e_1_2_10_2_1 e_1_2_10_4_1 e_1_2_10_18_1 e_1_2_10_3_1 e_1_2_10_19_1 e_1_2_10_6_1 e_1_2_10_16_1 e_1_2_10_5_1 e_1_2_10_17_1 e_1_2_10_38_1 e_1_2_10_8_1 e_1_2_10_14_1 e_1_2_10_37_1 e_1_2_10_15_1 e_1_2_10_36_1 e_1_2_10_12_1 e_1_2_10_35_1 e_1_2_10_9_1 e_1_2_10_13_1 e_1_2_10_34_1 e_1_2_10_10_1 e_1_2_10_33_1 e_1_2_10_11_1 e_1_2_10_32_1 e_1_2_10_31_1 e_1_2_10_30_1 e_1_2_10_29_1 e_1_2_10_27_1 e_1_2_10_28_1 e_1_2_10_25_1 e_1_2_10_26_1 |
| References_xml | – reference: [FTP03] Freeman W.T., Tenenbaum J.B., Pasztor E.C.: Learning style translation for the lines of a drawing. ACM Trans. on Graphics 22, 1 (2003), 33-46. 3, 7. – reference: [KLM*12] Kim V.G., Li W., Mitra N., DiVerdi S., Funkhouser T.: Exploring collections of 3D models using fuzzy correspondences. ACM Trans. Graphics 31, 4 (2012), 54:1-54:11. 3. – reference: [XLZ*10] Xu K., Li H., Zhang H., Cohen-Or D., Xiong Y., Cheng Z.-Q.: Style-content separation by anisotropic part scales. ACM Trans. Graphics 29, 6 (2010), 184:1-184:10. 1, 3, 7, 9. – reference: [ACP03] Allen B., Curless B., Popović Z.: The space of human body shapes: reconstruction and parameterization from range scans. ACM Trans. Graphics 22, 3 (2003), 587-594. 4. – reference: [XZCOC12] Xu K., Zhang H., Cohen-Or D., Chen B.: Fit and diverse: Set evolution for inspiring 3D shape galleries. ACM Trans. Graphics 31, 4 (2012), 57:1-57:10. 3. – reference: [SFCH12] Shen C.-H., Fu H., Chen K., Hu S.-M.: Structure recovery by part assembly. ACM Trans. Graphics 31, 6 (2012), 180:1-180:11. 3. – reference: [KCKK12] Kalogerakis E., Chaudhuri S., Koller D., Koltun V.: A probabilistic model for component-based shape synthesis. ACM Trans. Graphics 31, 4 (2012), 55:1-55:11. 3. – reference: [ROA*13] Rustamov R.M., Ovsjanikov M., Azencot O., Ben-Chen M., Chazal F., Guibas L.: Map-based exploration of intrinsic shape differences and variability. ACM Trans. Graph. 32, 4 (2013), 72:1-72:12. 3. – reference: [BWS10] Bokeloh M., Wand M., Seidel H.-P.: A connection between partial symmetry and inverse procedural modeling. ACM Trans. Graphics 29 (2010), 104:1-104:10. 3. – reference: [vKZHCO11] van Kaick O., Zhang H., Hamarneh G., Cohen-Or D.: A survey on shape correspondence. Computer Graphics Forum 30, 6 (2011), 1681-1707. 3, 4. – reference: [MGP06] Mitra N.J., Guibas L.J., Pauly M.: Partial and approximate symmetry detection for 3D geometry. ACM Trans. Graphics 25, 3 (2006), 560-568. 3, 5. – reference: [SP04] Sumner R.W., Popović J.: Deformation transfer for triangle meshes. ACM Trans. Graphics 23, 3 (2004), 399-405. 3, 4. – reference: [PMW*08] Pauly M., Mitra N.J., Wallner J., Pottmann H., Guibas L.J.: Discovering structural regularity in 3D geometry. ACM Trans. Graphics 27, 3 (2008), 43:1-43:11. 3. – reference: [CKGK11] Chaudhuri S., Kalogerakis E., Guibas L., Koltun V.: Probabilistic reasoning for assembly-based 3D modeling. ACM Trans. Graphics 30, 4 (2011), 35:1-35:10. 3. – reference: [DOIB12] Delong A., Osokin A., Isack H.N., Boykov Y.: Fast approximate energy minimization with label costs. Int'l Journal of Computer Vision 96, 1 (2012), 1-27. 6. – reference: [SNB*12] Solomon J., Nguyen A., Butscher A., Ben-Chen M., Guibas L.: Soft maps between surfaces. Computer Graphics Forum 31, 5 (2012), 1617-1626. 3. – reference: [HZG*12] Huang Q.-X., Zhang G.-X., Gao L., Hu S.-M., Butscher A., Guibas L.: An optimization approach for extracting and encoding consistent maps in a shape collection. ACM Trans. Graphics 31, 6 (2012), 167:1-167:11. 3. – reference: [FKS*04] Funkhouser T., Kazhdan M., Shilane P., Min P., Kiefer W., Tal A., Rusinkiewicz S., Dobkin D.: Modeling by example. ACM Trans. Graphics 23, 3 (2004), 652-663. 3. – reference: [SPR06] Sheffer A., Praun E., Rose K.: Mesh parameterization methods and their applications. Foundation and Trends in Computer Graphics and Vision 2, 2 (2006), 105-171. 4. – reference: [SAPH04] Schreiner J., Asirvatham A., Praun E., Hoppe H.: Inter-surface mapping. ACM Trans. Graphics 23, 3 (2004), 870-877. 3. – reference: [WXL*11] Wang Y., Xu K., Li J., Zhang H., Shamir A., Liu L., Cheng Z., Xiong Y.: Symmetry hierarchy of man-made objects. Computer Graphics Forum 30, 2 (2011). 2. – reference: [KHS10] Kalogerakis E., Hertzmann A., Singh K.: Learning 3D mesh segmentation and labeling. ACM Trans. Graphics 29, 4 (2010), 102:1-102:12. 5. – year: 2009 – volume: 29 start-page: 104:1 year: 2010 end-page: 104:10 article-title: A connection between partial symmetry and inverse procedural modeling publication-title: ACM Trans. Graphics – start-page: 517 year: 2000 end-page: 526 – start-page: 483 year: 1998 end-page: 488 – volume: 31 start-page: 1617 year: 2012 end-page: 1626 article-title: Soft maps between surfaces publication-title: Computer Graphics Forum – year: 2005 – year: 1968 – volume: 30 start-page: 1681 year: 2011 end-page: 1707 article-title: A survey on shape correspondence publication-title: Computer Graphics Forum – start-page: 1824 year: 2005 end-page: 1831 – start-page: 398 year: 2010 end-page: 410 – start-page: 175 year: 2013 end-page: 197 – volume: 31 start-page: 57:1 year: 2012 end-page: 57:10 article-title: Fit and diverse: Set evolution for inspiring 3D shape galleries publication-title: ACM Trans. Graphics – year: 2000 – start-page: 63 year: 2012 end-page: 74 – volume: 23 start-page: 870 year: 2004 end-page: 877 article-title: Inter‐surface mapping publication-title: ACM Trans. Graphics – volume: 25 start-page: 560 year: 2006 end-page: 568 article-title: Partial and approximate symmetry detection for 3D geometry publication-title: ACM Trans. Graphics – volume: 31 start-page: 180:1 year: 2012 end-page: 180:11 article-title: Structure recovery by part assembly publication-title: ACM Trans. Graphics – volume: 31 start-page: 55:1 year: 2012 end-page: 55:11 article-title: A probabilistic model for component‐based shape synthesis publication-title: ACM Trans. Graphics – volume: 23 start-page: 399 year: 2004 end-page: 405 article-title: Deformation transfer for triangle meshes publication-title: ACM Trans. Graphics – volume: 30 issue: 2 year: 2011 article-title: Symmetry hierarchy of man‐made objects publication-title: Computer Graphics Forum – volume: 30 start-page: 35:1 year: 2011 end-page: 35:10 article-title: Probabilistic reasoning for assembly‐based 3D modeling publication-title: ACM Trans. Graphics – volume: 29 start-page: 102:1 year: 2010 end-page: 102:12 article-title: Learning 3D mesh segmentation and labeling publication-title: ACM Trans. Graphics – volume: 22 start-page: 33 year: 2003 end-page: 46 article-title: Learning style translation for the lines of a drawing publication-title: ACM Trans. on Graphics – volume: 31 start-page: 54:1 year: 2012 end-page: 54:11 article-title: Exploring collections of 3D models using fuzzy correspondences publication-title: ACM Trans. Graphics – volume: 29 start-page: 184:1 year: 2010 end-page: 184:10 article-title: Style‐content separation by anisotropic part scales publication-title: ACM Trans. Graphics – start-page: 327 year: 2001 end-page: 340 – start-page: 23 year: 2005 end-page: 32 – volume: 23 start-page: 652 year: 2004 end-page: 663 article-title: Modeling by example publication-title: ACM Trans. Graphics – year: 2002 – volume: 2 start-page: 105 year: 2006 end-page: 171 article-title: Mesh parameterization methods and their applications publication-title: Foundation and Trends in Computer Graphics and Vision – volume: 96 start-page: 1 year: 2012 end-page: 27 article-title: Fast approximate energy minimization with label costs publication-title: Int'l Journal of Computer Vision – volume: 22 start-page: 587 year: 2003 end-page: 594 article-title: The space of human body shapes: reconstruction and parameterization from range scans publication-title: ACM Trans. Graphics – volume: 31 start-page: 167:1 year: 2012 end-page: 167:11 article-title: An optimization approach for extracting and encoding consistent maps in a shape collection publication-title: ACM Trans. Graphics – year: 1955 – volume: 27 start-page: 43:1 year: 2008 end-page: 43:11 article-title: Discovering structural regularity in 3D geometry publication-title: ACM Trans. Graphics – year: 2013 – volume: 32 start-page: 72:1 year: 2013 end-page: 72:12 article-title: Map‐based exploration of intrinsic shape differences and variability publication-title: ACM Trans. Graph. – ident: e_1_2_10_5_1 doi: 10.1145/2010324.1964930 – volume-title: Semantic Information Processing year: 1968 ident: e_1_2_10_7_1 – ident: e_1_2_10_31_1 doi: 10.1145/1015706.1015736 – ident: e_1_2_10_20_1 doi: 10.1007/978-3-642-15558-1_29 – ident: e_1_2_10_10_1 – ident: e_1_2_10_32_1 doi: 10.1561/0600000011 – ident: e_1_2_10_9_1 doi: 10.1145/588272.588277 – ident: e_1_2_10_12_1 doi: 10.1145/344779.345074 – ident: e_1_2_10_38_1 doi: 10.1145/2185520.2185553 – ident: e_1_2_10_14_1 doi: 10.1145/2185520.2185551 – ident: e_1_2_10_28_1 doi: 10.1145/2366145.2366199 – ident: e_1_2_10_4_1 doi: 10.1145/1778765.1778841 – ident: e_1_2_10_18_1 doi: 10.1002/nav.3800030404 – ident: e_1_2_10_36_1 doi: 10.1111/j.1467-8659.2011.01885.x – ident: e_1_2_10_15_1 doi: 10.1145/1778765.1778839 – ident: e_1_2_10_19_1 – ident: e_1_2_10_24_1 – ident: e_1_2_10_35_1 doi: 10.1111/j.1467-8659.2011.01884.x – ident: e_1_2_10_37_1 doi: 10.1145/1882261.1866206 – ident: e_1_2_10_8_1 doi: 10.1145/1015706.1015775 – ident: e_1_2_10_23_1 – ident: e_1_2_10_29_1 – ident: e_1_2_10_21_1 doi: 10.1145/1141911.1141924 – ident: e_1_2_10_6_1 doi: 10.1007/s11263-011-0437-z – ident: e_1_2_10_34_1 doi: 10.1145/2380116.2380127 – ident: e_1_2_10_13_1 doi: 10.1145/2366145.2366186 – ident: e_1_2_10_2_1 doi: 10.1145/882262.882311 – ident: e_1_2_10_33_1 doi: 10.1109/ICCV.2005.221 – ident: e_1_2_10_27_1 doi: 10.1145/1015706.1015812 – ident: e_1_2_10_16_1 doi: 10.1145/2185520.2185550 – ident: e_1_2_10_17_1 – ident: e_1_2_10_26_1 doi: 10.1145/2461912.2461959 – ident: e_1_2_10_22_1 – ident: e_1_2_10_3_1 – ident: e_1_2_10_25_1 doi: 10.1145/1360612.1360642 – ident: e_1_2_10_30_1 doi: 10.1111/j.1467-8659.2012.03167.x – ident: e_1_2_10_11_1 |
| SSID | ssj0004765 |
| Score | 2.318413 |
| Snippet | Style transfer aims to apply the style of an exemplar model to a target one, while retaining the target's structure. The main challenge in this process is to... |
| SourceID | proquest crossref wiley istex |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 175 |
| SubjectTerms | Algorithms Analogies Analysis and object representations Categories and Subject Descriptors (according to ACM CCS) Cognitive tasks Coherence Computer graphics Human I.3.5 [Computer Graphics]: Computational Geometry and Object Modeling-Curve I.3.5 [Computer Graphics]: Computational Geometry and Object Modeling—Curve, surface, solid, and object representations Optimization Queries solid Studies surface Three dimensional Transformations |
| Title | Analogy-driven 3D style transfer |
| URI | https://api.istex.fr/ark:/67375/WNG-VFN8ZW64-H/fulltext.pdf https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fcgf.12307 https://www.proquest.com/docview/1530901317 https://www.proquest.com/docview/1551073677 |
| Volume | 33 |
| WOSCitedRecordID | wos000337543000018&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/eLvHCXMwpV1LSwMxEB5q60EPvsX6Yi0iXir7yL7wJOrWgxSRaouXsJtki1ha2VbRmz_B3-gvcWZfVlAQvC3sJCQzmclMZvIFYN9gCmMTjE5wa7fpSo5sRlLXmzFJX1pOGKkUXf_Sbbe9Xs-_qsBxcRcmw4coD9xIM1J7TQoeRuMpJRf9-MigMuYZqJm4bu0q1M6ug5vLr2uRrmMX0N4EGpMDC1EhT9n423ZUI86-fPM1pz3WdMsJFv812CVYyD1N7SRbGstQUcMVmJ_CH1yFBkGSjPqvH2_vMiGzp1ln2njyOlDaJHVoVbIGneC8c3rRzB9NaArLQYNBiUzLsKWQLDQoaelHTJmRkMh0FBiThqejFFhshA4aOox2QiMUnvA93UQpWetQHY6GagM0S5eC-Q4dkyqG7T0_NmPPFgZFSY4l6nBYsI6LHFCc3rUY8CKwwFnzdNZ1aJSkjxmKxk9EByn_S4oweaCyM9fm3XaL3wZt767rMH5Rh-1CQDzXuDFHy637BB6E_eyVv1FXKAESDtXoiWjQArmW4yLNYSqu30fDT1tB-rH5d9ItmEN_imX1kNtQnSRPagdmxfPkfpzs5svzE1QM5Mw |
| linkProvider | Wiley-Blackwell |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3NSsNAEB6qFdSD_2K1ahQRL5Wk2fyBF1HTijWIVCtelnR3U0RpJa2iNx_BZ_RJnEmTWEFB8BbIbNjsNzM7szv7LcCOwRTmJpid4NRu0ZEcWWlLXa9EhL407bCtEnb9hhME7s2Nd1GAg-wszJAfIl9wI8tI_DUZOC1Ij1i56ET7BtUxj0GRoRqhfhePL_2rxte5SMe2Mm5vYo1JmYWokidv_G0-KtLQvnwLNkdD1mTO8Wf_19s5mEljTe1wqBzzUFDdBZgeYSBchG0iJel1Xj_e3mVMjk8zj7X-4PVBaYMkpFXxEjT9k-ZRvZJem1ARpo0ug7YyTcOSQrLQoG1Lr81UtS0kDjtCxqTh6ogDi4zQRleH-U5ohMIVnqtXESdzGca7va5aAc3UpWCeTQulimF714uqkWsJg_Ik2xQl2MvGjouUUpxutnjgWWqBf82Tvy7Bdi76OOTR-EloNwEglwjjeyo8cyzeCmr82g_c25bNeL0E5Qwhntpcn6Pv1j2iD8LvbOWv0VpoCyTsqt4TyaAPckzbQZm9BK_fe8OPan7ysPp30U2YrDfPG7xxGpytwRRGV2xYHVmG8UH8pNZhQjwP7vrxRqqrnxOm6Lw |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dS8MwED_mJqIPfovTqVVEfJm0a_oFvshmVRxFxC98CV2Siijb6DZxb_4J_o3-Jd51bZ2gIPhW6CUk-eUud8nlF4BdgymMTTA6waXdois5stqSul6NCH1p2mFLJez6TScI3Ls776IAh9ldmBE_RL7hRpqR2GtScNWV0ZiWi4fowKA85gkoMXpEpgilxqV_3fy6F-nYVsbtTawxKbMQZfLkhb-tRyUa2tdvzua4y5qsOf7c_1o7D7Opr6kdjSbHAhRUexFmxhgIl2CHSEk6D8OPt3cZk-HTzIbW6w-fldZPXFoVL8OVf3xVP62mzyZUhWmjyaCjTNOwpJAsNOjY0msxVWsJicOOkDFpuDriwCIjtNHUYbwTGqFwhefqNcTJXIFiu9NWq6CZuhTMs2mjVDEs73pRLXItYVCcZJuiDPvZ2HGRUorTyxbPPAstsNc86XUZdnLR7ohH4yehvQSAXCKMnyjxzLH4bXDCb_zAvb-1GT8tQyVDiKc61-Nou3WP6IOwnu38N2oLHYGEbdUZkAzaIMe0HZTZT_D6vTW8fuInH2t_F92CqYuGz5tnwfk6TKNzxUbJkRUo9uOB2oBJ8dJ_7MWb6VT9BL-56Dc |
| 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=Analogy%E2%80%90driven+3D+style+transfer&rft.jtitle=Computer+graphics+forum&rft.au=Ma%2C+Chongyang&rft.au=Huang%2C+Haibin&rft.au=Sheffer%2C+Alla&rft.au=Kalogerakis%2C+Evangelos&rft.date=2014-05-01&rft.issn=0167-7055&rft.eissn=1467-8659&rft.volume=33&rft.issue=2&rft.spage=175&rft.epage=184&rft_id=info:doi/10.1111%2Fcgf.12307&rft.externalDBID=n%2Fa&rft.externalDocID=10_1111_cgf_12307 |
| 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 |