{"id":"https://openalex.org/W4402916314","doi":"https://doi.org/10.1109/icip51287.2024.10647336","title":"JOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression","display_name":"JOINTRF: End-To-End Joint Optimization for Dynamic Neural Radiance Field Representation and Compression","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402916314","doi":"https://doi.org/10.1109/icip51287.2024.10647336"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647336","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 Image Processing (ICIP)","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/A5084171262","display_name":"Zihan Zheng","orcid":"https://orcid.org/0000-0003-1486-9586"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihan Zheng","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113405517","display_name":"Houqiang Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Houqiang Zhong","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Hu","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081076398","display_name":"Xiaoyun Zhang","orcid":"https://orcid.org/0000-0002-8994-1012"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyun Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002404808","display_name":"Li Song","orcid":"https://orcid.org/0000-0002-7124-5182"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Song","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342831","display_name":"Ya Zhang","orcid":"https://orcid.org/0000-0002-9717-911X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Zhang","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064101065","display_name":"Yanfeng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfeng Wang","raw_affiliation_strings":["Shanghai Jiao Tong University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3292","last_page":"3298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8658999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.8658999800682068,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.8147000074386597,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.7660999894142151,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.8176753520965576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6484952569007874},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.6367517709732056},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6103772521018982},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.49173715710639954},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47663673758506775},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4591407775878906},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3559454083442688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34752804040908813},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.165495365858078},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.15908464789390564},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1051691472530365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09965845942497253},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.06730008125305176},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06630444526672363}],"concepts":[{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.8176753520965576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6484952569007874},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.6367517709732056},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6103772521018982},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.49173715710639954},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47663673758506775},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4591407775878906},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3559454083442688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34752804040908813},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.165495365858078},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.15908464789390564},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1051691472530365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09965845942497253},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.06730008125305176},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06630444526672363},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647336","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647336","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 Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W3153220274","https://openalex.org/W3203610921","https://openalex.org/W4200150166","https://openalex.org/W4214731463","https://openalex.org/W4221151978","https://openalex.org/W4281651265","https://openalex.org/W4376311815","https://openalex.org/W4385289063","https://openalex.org/W4386075614","https://openalex.org/W4386075797","https://openalex.org/W4386076557","https://openalex.org/W4386113270","https://openalex.org/W4390873588","https://openalex.org/W4399923581","https://openalex.org/W6846158471","https://openalex.org/W6848750340","https://openalex.org/W6859351182","https://openalex.org/W6861424598"],"related_works":["https://openalex.org/W2896728493","https://openalex.org/W2392142157","https://openalex.org/W2043512367","https://openalex.org/W4321518006","https://openalex.org/W2331836163","https://openalex.org/W1994657804","https://openalex.org/W2005276308","https://openalex.org/W1970182911","https://openalex.org/W2024462231","https://openalex.org/W2347721387"],"abstract_inverted_index":{"Neural":[0],"Radiance":[1],"Field":[2],"(NeRF)":[3],"excels":[4],"in":[5],"photo-realistically":[6],"static":[7],"scenes,":[8],"inspiring":[9],"numerous":[10],"efforts":[11],"to":[12,26,31,79,105],"facilitate":[13],"volumetric":[14,33],"videos.":[15,34],"However,":[16],"rendering":[17],"dynamic":[18,47,82],"and":[19,50,59,74,113],"long-sequence":[20],"radiance":[21],"fields":[22],"remains":[23],"challenging":[24],"due":[25],"the":[27,63,81,111,121],"significant":[28],"data":[29],"required":[30],"represent":[32,80],"In":[35],"this":[36],"paper,":[37],"we":[38],"propose":[39],"a":[40,69,75,100],"novel":[41],"end-to-end":[42,117],"joint":[43],"optimization":[44],"scheme":[45],"of":[46],"NeRF":[48],"representation":[49,85,112],"compression,":[51],"called":[52],"JointRF,":[53],"thus":[54],"achieving":[55],"significantly":[56],"improved":[57],"quality":[58,91],"compression":[60,103,114,131],"efficiency":[61],"against":[62],"previous":[64],"methods.":[65],"Specifically,":[66],"JointRF":[67,127],"employs":[68],"compact":[70],"residual":[71],"feature":[72,77,102],"grid":[73,78],"coefficient":[76],"NeRF.":[83],"This":[84],"handles":[86],"large":[87],"motions":[88],"without":[89],"compromising":[90],"while":[92],"concurrently":[93],"diminishing":[94],"temporal":[95],"redundancy.":[96,109],"We":[97],"also":[98],"introduce":[99],"sequential":[101],"subnetwork":[104],"further":[106],"reduce":[107],"spatial-temporal":[108],"Finally,":[110],"subnetworks":[115],"are":[116],"trained":[118],"combined":[119],"within":[120],"JointRF.":[122],"Extensive":[123],"experiments":[124],"demonstrate":[125],"that":[126],"can":[128],"achieve":[129],"superior":[130],"performance":[132],"across":[133],"various":[134],"datasets.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2025-10-10T00:00:00"}
