{"id":"https://openalex.org/W4385965579","doi":"https://doi.org/10.48550/arxiv.2308.08114","title":"OmniZoomer: Learning to Move and Zoom in on Sphere at High-Resolution","display_name":"OmniZoomer: Learning to Move and Zoom in on Sphere at High-Resolution","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385965579","doi":"https://doi.org/10.48550/arxiv.2308.08114"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2308.08114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/abs/2308.08114","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102693059","display_name":"Zidong Cao","orcid":"https://orcid.org/0009-0005-1070-3396"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Zidong","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103228598","display_name":"Hao Ai","orcid":"https://orcid.org/0000-0003-2104-3352"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ai, Hao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091525681","display_name":"Yan\u2010Pei Cao","orcid":"https://orcid.org/0000-0002-0416-4374"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cao, Yan-Pei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102004349","display_name":"Ying Shan","orcid":"https://orcid.org/0000-0001-7673-8325"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shan, Ying","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072608526","display_name":"Xiaohu Qie","orcid":"https://orcid.org/0000-0001-6539-1231"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qie, Xiaohu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100703488","display_name":"Lin Wang","orcid":"https://orcid.org/0000-0002-8374-8473"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Lin","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":66},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9998,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9998,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9955,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9945,"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/feature","display_name":"Feature (linguistics)","score":0.64904916}],"concepts":[{"id":"https://openalex.org/C124913957","wikidata":"https://www.wikidata.org/wiki/Q1232548","display_name":"Zoom","level":3,"score":0.7532264},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.64904916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64723754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.58969444},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.56277263},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.50553775},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4619475},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32057533},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C15336307","wikidata":"https://www.wikidata.org/wiki/Q1766051","display_name":"Lens (geology)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2308.08114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://api.datacite.org/dois/10.48550/arxiv.2308.08114","pdf_url":null,"source":{"id":"https://openalex.org/S4393179698","display_name":"DataCite API","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I4210145204","host_organization_name":"DataCite","host_organization_lineage":["https://openalex.org/I4210145204"],"host_organization_lineage_names":["DataCite"],"type":"metadata"},"license":null,"license_id":null,"version":null}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2308.08114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4386159726","https://openalex.org/W3172556642","https://openalex.org/W3165790285","https://openalex.org/W3157456843","https://openalex.org/W3144351989","https://openalex.org/W2788595494","https://openalex.org/W2244676099","https://openalex.org/W2036676347","https://openalex.org/W1990150827","https://openalex.org/W1589307369"],"abstract_inverted_index":{"Omnidirectional":[0],"images":[1],"(ODIs)":[2],"have":[3],"become":[4],"increasingly":[5],"popular,":[6],"as":[7,27],"their":[8],"large":[9],"field-of-view":[10],"(FoV)":[11],"can":[12,207],"offer":[13],"viewers":[14],"the":[15,20,39,51,76,80,97,103,109,115,127,136,140,146,164,175,184,214,222],"chance":[16],"to":[17,36,50,74,101,113,124,182,197,216,221],"freely":[18],"choose":[19],"view":[21],"directions":[22],"in":[23,56,139,163,220],"immersive":[24],"environments":[25],"such":[26],"virtual":[28],"reality.":[29],"The":[30,191],"M\\\"obius":[31,77],"transformation":[32,78],"is":[33,99,228],"typically":[34],"employed":[35],"further":[37],"provide":[38],"opportunity":[40],"for":[41,82,126,131,187],"movement":[42,83],"and":[43,59,84,144,178,210,218],"zoom":[44,85,219],"on":[45,86],"ODIs,":[46],"but":[47],"applying":[48],"it":[49],"image":[52],"level":[53],"often":[54],"results":[55],"blurry":[57,110],"effect":[58],"aliasing":[60,116],"problem.":[61],"In":[62],"this":[63],"paper,":[64],"we":[65,118,134,167],"propose":[66,119,168],"a":[67,151,169,199],"novel":[68],"deep":[69],"learning-based":[70],"approach,":[71],"called":[72],"\\textbf{OmniZoomer},":[73],"incorporate":[75],"into":[79],"network":[81,98],"ODIs.":[87],"By":[88],"learning":[89],"various":[90],"transformed":[91,147,192],"feature":[92,137,180,185,193],"maps":[93,138,181,186,194],"under":[94],"different":[95],"conditions,":[96],"enhanced":[100],"handle":[102],"increasing":[104],"edge":[105],"curvatures,":[106],"which":[107],"alleviates":[108],"effect.":[111],"Moreover,":[112],"address":[114],"problem,":[117],"two":[120],"key":[121],"components.":[122],"Firstly,":[123],"compensate":[125],"lack":[128],"of":[129,224],"pixels":[130],"describing":[132],"curves,":[133],"enhance":[135],"high-resolution":[141],"(HR)":[142],"space":[143],"calculate":[145],"index":[148,153,176],"map":[149,177],"with":[150,213],"spatial":[152],"generation":[154],"module.":[155],"Secondly,":[156],"considering":[157],"that":[158,173,204],"ODIs":[159,212],"are":[160,195],"inherently":[161],"represented":[162],"spherical":[165,170,189],"space,":[166],"resampling":[171],"module":[172],"combines":[174],"HR":[179,209],"transform":[183],"better":[188],"correlation.":[190],"decoded":[196],"output":[198],"zoomed":[200],"ODI.":[201],"Experiments":[202],"show":[203],"our":[205],"method":[206],"produce":[208],"high-quality":[211],"flexibility":[215],"move":[217],"object":[223],"interest.":[225],"Project":[226],"page":[227],"available":[229],"at":[230],"http://vlislab22.github.io/OmniZoomer/.":[231]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4385965579","counts_by_year":[],"updated_date":"2025-02-21T15:55:35.954823","created_date":"2023-08-18"}