{"id":"https://openalex.org/W4409226452","doi":"https://doi.org/10.1109/tvcg.2025.3558468","title":"Stylizing Sparse-View 3D Scenes With Hierarchical Neural Representation","display_name":"Stylizing Sparse-View 3D Scenes With Hierarchical Neural Representation","publication_year":2025,"publication_date":"2025-04-07","ids":{"openalex":"https://openalex.org/W4409226452","doi":"https://doi.org/10.1109/tvcg.2025.3558468","pmid":"https://pubmed.ncbi.nlm.nih.gov/40193263"},"language":"en","primary_location":{"id":"doi:10.1109/tvcg.2025.3558468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3558468","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yifan Wang","orcid":"https://orcid.org/0009-0000-4810-398X"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Wang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0000-4810-398X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067822524","display_name":"Ang Gao","orcid":"https://orcid.org/0000-0002-4317-5367"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ang Gao","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]},{"raw_affiliation_string":"department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687951","display_name":"Yi Gong","orcid":"https://orcid.org/0000-0001-7392-8991"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Gong","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7392-8991","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617494","display_name":"Yuan Zeng","orcid":"https://orcid.org/0000-0002-5260-8064"},"institutions":[{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zeng","raw_affiliation_strings":["College of Dig Data and Internet, Shenzhen Technology University, Shenzhen, China","College of Big Data and Internet, Shenzhen Technology University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5260-8064","affiliations":[{"raw_affiliation_string":"College of Dig Data and Internet, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]},{"raw_affiliation_string":"College of Big Data and Internet, Shenzhen Technology University, Shenzhen, China","institution_ids":["https://openalex.org/I4210152380"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1046,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84044471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"31","issue":"10","first_page":"7876","last_page":"7889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9908000230789185,"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/computer-science","display_name":"Computer science","score":0.7939285039901733},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6258330345153809},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.5942857265472412},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5124498009681702},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5028309226036072},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4886036515235901},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.44388315081596375},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43113669753074646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7939285039901733},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6258330345153809},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.5942857265472412},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5124498009681702},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5028309226036072},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4886036515235901},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.44388315081596375},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43113669753074646},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tvcg.2025.3558468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tvcg.2025.3558468","pdf_url":null,"source":{"id":"https://openalex.org/S84775595","display_name":"IEEE Transactions on Visualization and Computer Graphics","issn_l":"1077-2626","issn":["1077-2626","1941-0506","2160-9306"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Visualization and Computer Graphics","raw_type":"journal-article"},{"id":"pmid:40193263","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40193263","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on visualization and computer graphics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3541855551","display_name":null,"funder_award_id":"62371218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6411099822","display_name":null,"funder_award_id":"62106095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2119798818","https://openalex.org/W2275363859","https://openalex.org/W2338968644","https://openalex.org/W2475287302","https://openalex.org/W2603777577","https://openalex.org/W2740546229","https://openalex.org/W2748043525","https://openalex.org/W2798520250","https://openalex.org/W2962785568","https://openalex.org/W2962793285","https://openalex.org/W2963627347","https://openalex.org/W2964288609","https://openalex.org/W3035515538","https://openalex.org/W3035591705","https://openalex.org/W3086415202","https://openalex.org/W3088751363","https://openalex.org/W3109585842","https://openalex.org/W3164804380","https://openalex.org/W3176368002","https://openalex.org/W3177583232","https://openalex.org/W3202589837","https://openalex.org/W3202995573","https://openalex.org/W3203570626","https://openalex.org/W3216476011","https://openalex.org/W4200382072","https://openalex.org/W4214668273","https://openalex.org/W4221151978","https://openalex.org/W4286611176","https://openalex.org/W4312318483","https://openalex.org/W4312453532","https://openalex.org/W4312538174","https://openalex.org/W4312969460","https://openalex.org/W4312971576","https://openalex.org/W4313165271","https://openalex.org/W4379527433","https://openalex.org/W4385318467","https://openalex.org/W4386065515","https://openalex.org/W4386065790","https://openalex.org/W4386071834","https://openalex.org/W4386075604","https://openalex.org/W4386075992","https://openalex.org/W4386614302","https://openalex.org/W4390872221","https://openalex.org/W4390872653","https://openalex.org/W4390872825","https://openalex.org/W4390873173","https://openalex.org/W4394593127","https://openalex.org/W4402704605"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2154046714","https://openalex.org/W1964749215","https://openalex.org/W2189613078","https://openalex.org/W2579659702","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W1965329638","https://openalex.org/W2542318691"],"abstract_inverted_index":{"3D":[0,33],"scene":[1,10,39,55,117,146,166],"stylization":[2,128,147,182,196,207],"refers":[3],"to":[4,104,158,179],"generating":[5],"stylized":[6,108,161],"images":[7,22,68],"of":[8,20,42,69,94,129,134,197,206],"the":[9,38,70,127],"at":[11],"arbitrary":[12],"novel":[13,151],"view":[14],"angles":[15],"following":[16],"a":[17,54,62,92,143,150,171],"given":[18],"set":[19],"style":[21,34,139],"while":[23],"ensuring":[24],"consistency":[25],"when":[26,73],"rendered":[27],"from":[28,66,85,110,164],"different":[29],"views.":[30],"Recently,":[31],"several":[32],"transfer":[35],"methods":[36],"leveraging":[37],"reconstruction":[40,99],"capabilities":[41],"pre-trained":[43,80],"neural":[44,154],"radiance":[45,64],"fields":[46],"(NeRF)":[47],"have":[48],"been":[49],"proposed.":[50],"To":[51],"successfully":[52],"stylize":[53],"this":[56,123],"way,":[57],"one":[58],"must":[59],"first":[60],"reconstruct":[61],"photo-realistic":[63],"field":[65],"collected":[67],"scene.":[71],"However,":[72],"only":[74],"sparse":[75,111],"input":[76],"views":[77],"are":[78,89],"available,":[79],"few-shot":[81],"NeRFs":[82],"often":[83],"suffer":[84],"high-frequency":[86,95],"artifacts,":[87],"which":[88],"generated":[90],"as":[91],"by-product":[93],"details":[96],"for":[97],"improving":[98],"quality.":[100],"Is":[101],"it":[102],"possible":[103],"generate":[105,159],"more":[106],"faithful":[107],"scenes":[109,131,162,199],"inputs":[112],"by":[113],"directly":[114,163],"optimizing":[115],"encoding-based":[116,153],"representation":[118,155],"with":[119,175],"target":[120],"style?":[121],"In":[122],"paper,":[124],"we":[125],"consider":[126],"sparse-view":[130,145,198],"in":[132,204],"terms":[133,205],"disentangling":[135],"content":[136,176,185],"semantics":[137],"and":[138,183,200,209],"textures.":[140],"We":[141,168],"propose":[142,170],"coarse-to-fine":[144],"framework,":[148],"where":[149],"hierarchical":[152],"is":[156],"designed":[157],"high-quality":[160,195],"implicit":[165],"representations.":[167],"also":[169],"new":[172],"optimization":[173],"strategy":[174],"strength":[177],"annealing":[178],"achieve":[180,194],"realistic":[181],"better":[184],"preservation.":[186],"Extensive":[187],"experiments":[188],"demonstrate":[189],"that":[190],"our":[191],"method":[192],"can":[193],"outperforms":[201],"fine-tuning-based":[202],"baselines":[203],"quality":[208],"efficiency.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
