Brush-Style Transfer through Constrained Convolutional Sparse Coding
In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists who used different brush styles while sketching. Given a unique brush-style from a sketch, our method transfers that style into another input...
Uložené v:
| Vydané v: | Proceedings (International Conference on Developments in eSystems Engineering. Print) s. 950 - 955 |
|---|---|
| Hlavný autor: | |
| Médium: | Konferenčný príspevok.. |
| Jazyk: | English |
| Vydavateľské údaje: |
IEEE
01.10.2019
|
| Predmet: | |
| ISSN: | 2161-1351 |
| On-line prístup: | Získať plný text |
| Tagy: |
Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
|
| Abstract | In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists who used different brush styles while sketching. Given a unique brush-style from a sketch, our method transfers that style into another input sketch. Our brush-style transfer starts with an automatically constructed brush dictionary which proposes which sparse set of brushes are used at each part of the input sketch. After that, a oneto- one mapping is learned, between the unique brush sketch elements and the input sketch elements, by sparsely encoding input sketch with the brush dictionary. The quality of our brushstyle transfer is evaluated qualitatively by applying our technique on transferring multiple brush styles into input sketches. This is an addition to a quantitative evaluation through extensive subject case study were participants with 86% accuracy match a transferred sketch to the sketch they believe was used in the transfer. |
|---|---|
| AbstractList | In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists who used different brush styles while sketching. Given a unique brush-style from a sketch, our method transfers that style into another input sketch. Our brush-style transfer starts with an automatically constructed brush dictionary which proposes which sparse set of brushes are used at each part of the input sketch. After that, a oneto- one mapping is learned, between the unique brush sketch elements and the input sketch elements, by sparsely encoding input sketch with the brush dictionary. The quality of our brushstyle transfer is evaluated qualitatively by applying our technique on transferring multiple brush styles into input sketches. This is an addition to a quantitative evaluation through extensive subject case study were participants with 86% accuracy match a transferred sketch to the sketch they believe was used in the transfer. |
| Author | Shaheen, Sara M. |
| Author_xml | – sequence: 1 givenname: Sara M. surname: Shaheen fullname: Shaheen, Sara M. organization: Prince Sultan University |
| BookMark | eNotjL1OwzAURg0CibZ0ZmDJCyTcaztxMkJafqRKDClz5do3jVFwKjtB6ttDBdN3dHT0zdmVHzwxdoeQIUL1sKJmnXHAKgNAVVywOSpeogCO_JLNOBaYosjxhi1j_AQAgUoVIGds9RSm2KXNeOop2QbtY0shGbswTIcuqQcfx6CdJ3vm76GfRjd43SfNUYdIv9I6f7hl163uIy3_d8E-ntfb-jXdvL-81Y-b1HEQY2pl1ZqSK0nccq2tsRUI2RpdGqkLWWiyOZHeK1UariqwhaSc8taIc7UXYsHu_34dEe2OwX3pcNpVoATnUvwAOUhN8w |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/DeSE.2019.00176 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE/IET Electronic Library IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) - NZ url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISBN | 1728130212 9781728130217 |
| EISSN | 2161-1351 |
| EndPage | 955 |
| ExternalDocumentID | 9073224 |
| Genre | orig-research |
| GroupedDBID | 6IE 6IF 6IH 6IK 6IL 6IM 6IN AAJGR AAWTH ABLEC ADZIZ ALMA_UNASSIGNED_HOLDINGS BEFXN BFFAM BGNUA BKEBE BPEOZ CBEJK CHZPO IEGSK IPLJI OCL RIE RIL |
| ID | FETCH-LOGICAL-i203t-d49fc8274e2d2aadcd9034fca8c4a646aed5eeab778c2790d64e5e5fc334fcb33 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000570021300164&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| IngestDate | Wed Aug 27 02:41:18 EDT 2025 |
| IsPeerReviewed | false |
| IsScholarly | false |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-i203t-d49fc8274e2d2aadcd9034fca8c4a646aed5eeab778c2790d64e5e5fc334fcb33 |
| PageCount | 6 |
| ParticipantIDs | ieee_primary_9073224 |
| PublicationCentury | 2000 |
| PublicationDate | 2019-Oct. |
| PublicationDateYYYYMMDD | 2019-10-01 |
| PublicationDate_xml | – month: 10 year: 2019 text: 2019-Oct. |
| PublicationDecade | 2010 |
| PublicationTitle | Proceedings (International Conference on Developments in eSystems Engineering. Print) |
| PublicationTitleAbbrev | DeSE |
| PublicationYear | 2019 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| SSID | ssj0003177604 |
| Score | 1.7009871 |
| Snippet | In this paper, a new technique to transfer the sketching style from one free-hand sketch to another is presented. Those sketches can be from different artists... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 950 |
| SubjectTerms | brush transfer Brushes Convolutional codes CSC Dictionaries Encoding Image reconstruction Image segmentation line drawing Optimization sketch synthesis style styling |
| Title | Brush-Style Transfer through Constrained Convolutional Sparse Coding |
| URI | https://ieeexplore.ieee.org/document/9073224 |
| WOSCitedRecordID | wos000570021300164&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 | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LawIxEB5UeujJtlr6Jocem7puXrvnqvQkgi14kzxmqSAqugr9902yW9tDL72FkAfMTJhMMvN9AI9Ws1Bfban1dwXKleYhCYBThyj6xrg0LWwkm1DjcTab5ZMGPB1rYRAxJp_hc2jGv3y3tvvwVNbzgZy3P96EplKyqtU6vqd4P6hkwmv0nn6S9wY4HYbcrQhIGTBFftGnRO8xav9v3zPo_pThkcnRwZxDA1cX0P7mYSD1sezAwCto90Gn5ecSSXQ-fjapGXhIoOSMRBDoQvtQ25pekunGR7XoO8PyXXgfDd9eXmnNjkAXacJK6nhe2MwHlZi6VGtnXZ4wXlidWa4llxqdQNRGqcymKk-c5ChQFJaFUYaxS2it1iu8AlJkmEvDhHH-QqWFND5m9iPQKSOlM-IaOkEo800FgDGv5XHzd_ctnAapVxlvd9Aqt3u8hxN7KBe77UPU2hduapun |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LTwIxEJ4gmugJFQy-e_DoyrLttrtngWBEQgIm3Egfs5GEAIGFxH9vW1b04MVbM-kj6UwznXbm-wAetKSuvloH2t4VAiYkc0kALDCIcVMpE0WZ9mQTot9PxuN0UILHfS0MIvrkM3xyTf-XbxZ6457KGjaQs_bHDuDQMWcV1Vr7FxXrCQUPWYHf0wzTRguHbZe95SEpHarILwIV7z86lf-tfAq1n0I8Mti7mDMo4fwcKt9MDKQ4mFVoWRWtP4Jh_jlD4t2PHU0KDh7iSDk9FQQa194W1iZnZLi0cS1aoZu-Bu-d9ui5GxT8CME0CmkeGJZmOrFhJUYmktJok4aUZVommknOuEQTI0olRKIjkYaGM4wxzjR1vRSlF1CeL-ZYB5IlmHJFY2XslUrGXNmo2fZAIxTnRsWXUHWbMlnuIDAmxX5c_S2-h-Pu6K036b30X6_hxGlgl_92A-V8tcFbONLbfLpe3XkNfgG32Z7w |
| 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=proceeding&rft.title=Proceedings+%28International+Conference+on+Developments+in+eSystems+Engineering.+Print%29&rft.atitle=Brush-Style+Transfer+through+Constrained+Convolutional+Sparse+Coding&rft.au=Shaheen%2C+Sara+M.&rft.date=2019-10-01&rft.pub=IEEE&rft.eissn=2161-1351&rft.spage=950&rft.epage=955&rft_id=info:doi/10.1109%2FDeSE.2019.00176&rft.externalDocID=9073224 |