{"id":"https://openalex.org/W4395028982","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10502435","title":"Painting the Starry Night using XiNets","display_name":"Painting the Starry Night using XiNets","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4395028982","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10502435"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops59983.2024.10502435","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/percomworkshops59983.2024.10502435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046416586","display_name":"Alberto Ancilotto","orcid":"https://orcid.org/0000-0002-1396-3709"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Ancilotto","raw_affiliation_strings":["E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK),Trento,Italy","E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK), Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK),Trento,Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068548938","display_name":"Elisabetta Farella","orcid":"https://orcid.org/0000-0001-9047-9868"},"institutions":[{"id":"https://openalex.org/I2277624104","display_name":"Fondazione Bruno Kessler","ror":"https://ror.org/01j33xk10","country_code":"IT","type":"facility","lineage":["https://openalex.org/I2277624104"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisabetta Farella","raw_affiliation_strings":["E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK),Trento,Italy","E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK), Trento, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK),Trento,Italy","institution_ids":["https://openalex.org/I2277624104"]},{"raw_affiliation_string":"E3DA Unit, Digital Society center, Fondazione Bruno Kessler (FBK), Trento, Italy","institution_ids":["https://openalex.org/I2277624104"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2277624104"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":null,"first_page":"684","last_page":"689"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.8291000127792358,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.8291000127792358,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.8263000249862671,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/painting","display_name":"Painting","score":0.6703619956970215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.428803950548172},{"id":"https://openalex.org/keywords/art","display_name":"Art","score":0.4038398265838623},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.39637959003448486},{"id":"https://openalex.org/keywords/visual-arts","display_name":"Visual arts","score":0.38812577724456787},{"id":"https://openalex.org/keywords/art-history","display_name":"Art history","score":0.367412805557251}],"concepts":[{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.6703619956970215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.428803950548172},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.4038398265838623},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.39637959003448486},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.38812577724456787},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.367412805557251}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percomworkshops59983.2024.10502435","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/percomworkshops59983.2024.10502435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W146900863","https://openalex.org/W2108598243","https://openalex.org/W2331128040","https://openalex.org/W2346935088","https://openalex.org/W2461230277","https://openalex.org/W2603777577","https://openalex.org/W2740546229","https://openalex.org/W2883780447","https://openalex.org/W2914584698","https://openalex.org/W2952122856","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2963920537","https://openalex.org/W2999905431","https://openalex.org/W3044604993","https://openalex.org/W3138006546","https://openalex.org/W3145444543","https://openalex.org/W3176935213","https://openalex.org/W4210269029","https://openalex.org/W4295720732","https://openalex.org/W4296900456","https://openalex.org/W4297775537","https://openalex.org/W4298135604","https://openalex.org/W4312411334","https://openalex.org/W4379014908","https://openalex.org/W4390871989","https://openalex.org/W6637373629","https://openalex.org/W6697028695","https://openalex.org/W6737664043","https://openalex.org/W6762718338","https://openalex.org/W6765779288","https://openalex.org/W6780827055","https://openalex.org/W6791353385","https://openalex.org/W6793164127","https://openalex.org/W6803223524"],"related_works":["https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W2748952813","https://openalex.org/W1531601525","https://openalex.org/W2243879380","https://openalex.org/W2381368832","https://openalex.org/W2043054272","https://openalex.org/W2297736156","https://openalex.org/W2272501286","https://openalex.org/W3193615524"],"abstract_inverted_index":{"Neural":[0],"style":[1,18,63,116,145],"transfer":[2,62,117,146],"(NST)":[3],"is":[4],"a":[5,39,128],"powerful":[6],"technique":[7],"that":[8],"merges":[9],"the":[10,16],"content":[11],"of":[12,19,88,107,110],"one":[13],"image":[14],"with":[15],"artistic":[17],"another.":[20],"However,":[21],"existing":[22],"NST":[23,41,140],"models":[24],"often":[25],"suffer":[26],"from":[27],"computational":[28,71],"inefficiency,":[29],"limiting":[30],"their":[31],"practical":[32],"applicability.":[33],"In":[34],"this":[35],"paper,":[36],"we":[37,74],"propose":[38],"lightweight":[40,61,96,139],"approach":[42],"based":[43],"on":[44,124,148],"XiNets,":[45],"neural":[46],"networks":[47,106],"especially":[48],"developed":[49],"for":[50,143],"microcontrollers":[51],"and":[52,65,78,93,134],"embedded":[53,125],"applications.":[54],"Our":[55,138],"XiNet-based":[56],"pipeline":[57],"achieves":[58],"an":[59,94,135],"extremely":[60,95],"mechanism":[64],"high-quality":[66],"stylized":[67],"outputs,":[68],"significantly":[69],"reducing":[70],"complexity.":[72],"Furthermore,":[73],"explore":[75],"various":[76],"optimizations":[77],"loss":[79,91],"functions":[80],"to":[81,102,119],"optimize":[82],"network":[83,98],"generation":[84],"performance.":[85],"The":[86],"combination":[87],"our":[89],"novel":[90],"factors":[92],"generative":[97],"enables":[99],"performance":[100],"comparable":[101,115],"those":[103],"offered":[104],"by":[105],"larger":[108],"orders":[109],"magnitude.":[111],"Experimental":[112],"results":[113],"demonstrate":[114],"quality":[118],"state-of-the-art":[120],"approaches":[121],"while":[122],"running":[123],"devices":[126,150],"like":[127],"Raspberry":[129],"Pi":[130],"4":[131],"single-board":[132],"computer":[133],"STM32H7":[136],"microcontroller.":[137],"framework":[141],"allows":[142],"real-time":[144],"applications":[147],"resource-constrained":[149],"without":[151],"compromising":[152],"visual":[153],"fidelity.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}