{"id":"https://openalex.org/W4400111782","doi":"https://doi.org/10.1109/tim.2024.3420352","title":"Progressive Depth Decoupling and Modulating for Flexible Depth Completion","display_name":"Progressive Depth Decoupling and Modulating for Flexible Depth Completion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400111782","doi":"https://doi.org/10.1109/tim.2024.3420352"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3420352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3420352","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","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/A5078627505","display_name":"Zhiwen Yang","orcid":"https://orcid.org/0009-0004-1697-3066"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwen Yang","raw_affiliation_strings":["School of Automation, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044578272","display_name":"Jiehua Zhang","orcid":"https://orcid.org/0000-0003-0790-9279"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiehua Zhang","raw_affiliation_strings":["School of Software Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"School of Software Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034640518","display_name":"Liang Li","orcid":"https://orcid.org/0000-0001-8437-4824"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Li","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054311881","display_name":"Chenggang Yan","orcid":"https://orcid.org/0000-0003-1204-0512"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenggang Yan","raw_affiliation_strings":["School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048712886","display_name":"Yaoqi Sun","orcid":"https://orcid.org/0000-0001-8874-241X"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoqi Sun","raw_affiliation_strings":["School of Communication Engineering and the Lishui Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering and the Lishui Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049284356","display_name":"Haibing Yin","orcid":"https://orcid.org/0000-0002-3025-0938"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibing Yin","raw_affiliation_strings":["School of Communication Engineering and the Lishui Institute, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Communication Engineering and the Lishui Institute, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078627505"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":1.6989,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.85214568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12923","display_name":"Digital Image Processing Techniques","score":0.9882000088691711,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9882000088691711,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9804999828338623,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9593999981880188,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/decoupling","display_name":"Decoupling (probability)","score":0.647182822227478},{"id":"https://openalex.org/keywords/completion","display_name":"Completion (oil and gas wells)","score":0.4674566388130188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4369587004184723},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.40843045711517334},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3589497208595276},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32516512274742126},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26048535108566284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16422879695892334},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.1526191234588623},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1467573344707489}],"concepts":[{"id":"https://openalex.org/C205606062","wikidata":"https://www.wikidata.org/wiki/Q5249645","display_name":"Decoupling (probability)","level":2,"score":0.647182822227478},{"id":"https://openalex.org/C2779538338","wikidata":"https://www.wikidata.org/wiki/Q2990590","display_name":"Completion (oil and gas wells)","level":2,"score":0.4674566388130188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4369587004184723},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.40843045711517334},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3589497208595276},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32516512274742126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26048535108566284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16422879695892334},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.1526191234588623},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1467573344707489},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3420352","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3420352","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G1883487206","display_name":null,"funder_award_id":"62336008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3734315856","display_name":null,"funder_award_id":"62071415","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4536128632","display_name":null,"funder_award_id":"62322211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4630577937","display_name":null,"funder_award_id":"LDT23F01014F01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5944644291","display_name":null,"funder_award_id":"LDT23F01015F01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6810315883","display_name":null,"funder_award_id":"LDT23F01011F01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7801426869","display_name":null,"funder_award_id":"61931008","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":59,"referenced_works":["https://openalex.org/W125693051","https://openalex.org/W2194775991","https://openalex.org/W2560722161","https://openalex.org/W2594519801","https://openalex.org/W2794739174","https://openalex.org/W2805646839","https://openalex.org/W2885093229","https://openalex.org/W2886851716","https://openalex.org/W2899479761","https://openalex.org/W2963045776","https://openalex.org/W2963316641","https://openalex.org/W2963417597","https://openalex.org/W2963488291","https://openalex.org/W2963867516","https://openalex.org/W2969202876","https://openalex.org/W2973110888","https://openalex.org/W2986701260","https://openalex.org/W2998031326","https://openalex.org/W3009783082","https://openalex.org/W3034041704","https://openalex.org/W3080631149","https://openalex.org/W3091564232","https://openalex.org/W3110653837","https://openalex.org/W3126423155","https://openalex.org/W3131387676","https://openalex.org/W3136020213","https://openalex.org/W3160809918","https://openalex.org/W3165495321","https://openalex.org/W3173727695","https://openalex.org/W3174175265","https://openalex.org/W3175561084","https://openalex.org/W3189360099","https://openalex.org/W3206335707","https://openalex.org/W3207662560","https://openalex.org/W4205106798","https://openalex.org/W4214873287","https://openalex.org/W4221146773","https://openalex.org/W4225949693","https://openalex.org/W4281393117","https://openalex.org/W4304091727","https://openalex.org/W4312460030","https://openalex.org/W4312566889","https://openalex.org/W4312734934","https://openalex.org/W4312793957","https://openalex.org/W4312819733","https://openalex.org/W4312904920","https://openalex.org/W4319300965","https://openalex.org/W4321020960","https://openalex.org/W4362500680","https://openalex.org/W4366202846","https://openalex.org/W4379805886","https://openalex.org/W4379983314","https://openalex.org/W4386076096","https://openalex.org/W4387415186","https://openalex.org/W6751382148","https://openalex.org/W6763265080","https://openalex.org/W6810661541","https://openalex.org/W6838666045","https://openalex.org/W6851594617"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2935759653","https://openalex.org/W3105167352","https://openalex.org/W54078636","https://openalex.org/W2954470139","https://openalex.org/W1501425562","https://openalex.org/W2902782467","https://openalex.org/W3084825885","https://openalex.org/W2298861036","https://openalex.org/W3148032049"],"abstract_inverted_index":{"Image-guided":[0],"depth":[1,8,56,64,69,72,79,83,92,102,114,123,132,154,160,165,172,179,189,238],"completion":[2],"aims":[3],"at":[4],"generating":[5],"a":[6,50,112,141,158,231],"dense":[7,131],"map":[9],"from":[10,182,200],"sparse":[11,159],"light":[12],"detection":[13],"and":[14,18,37,58,116,127,244,272],"ranging":[15],"(LiDAR)":[16],"data":[17],"the":[19,63,107,122,148,153,178,197,205,213,237,246,262,269],"corresponding":[20],"RGB":[21],"image,":[22],"which":[23,119],"is":[24,192],"crucial":[25],"for":[26,77,221],"applications":[27],"that":[28,258],"require":[29],"3-D":[30],"scene":[31,78,101],"perception,":[32],"such":[33],"as":[34,49,71,75],"augmented":[35],"reality":[36],"human-computer":[38],"interaction.":[39],"Recent":[40],"methods":[41,85],"have":[42],"shown":[43],"promising":[44],"performance":[45],"by":[46,91,151],"reformulating":[47],"it":[48],"classification":[51],"problem":[52],"with":[53],"two":[54,218],"subtasks:":[55],"discretization":[57,84],"probability":[59,198],"prediction.":[60],"They":[61],"divide":[62],"range":[65,124],"into":[66,125],"several":[67],"discrete":[68],"values":[70],"categories,":[73],"serving":[74],"priors":[76],"distributions.":[80],"However,":[81],"previous":[82],"are":[86,209],"easy":[87],"to":[88,146,175,184,194,202,211,235],"be":[89],"impacted":[90],"distribution":[93,103,155,180,239],"variations":[94,163],"across":[95,249],"different":[96,250],"scenes,":[97],"resulting":[98],"in":[99,134,225,241],"suboptimal":[100],"priors.":[104],"To":[105],"address":[106],"above":[108],"problem,":[109],"we":[110,138,168,229],"propose":[111],"progressive":[113],"decoupling":[115,173],"modulating":[117,190],"network,":[118],"incrementally":[120],"decouples":[121],"bins":[126,142,150],"adaptively":[128],"generates":[129],"multiscale":[130,232],"maps":[133],"multiple":[135],"stages.":[136],"Specifically,":[137],"first":[139],"design":[140],"initializing":[143],"module":[144],"(BIM)":[145],"construct":[147],"seed":[149],"exploring":[152],"information":[156,181,207,214,223,240],"within":[157],"map,":[161],"adapting":[162],"of":[164],"distribution.":[166],"Then,":[167],"devise":[169],"an":[170,187],"incremental":[171],"branch":[174,191],"progressively":[176,195],"refine":[177],"global":[183],"local.":[185],"Meanwhile,":[186],"adaptive":[188],"developed":[193],"improve":[196],"representation":[199],"coarse-grained":[201],"fine-grained.":[203],"Also,":[204],"bidirectional":[206],"interactions":[208],"proposed":[210],"strengthen":[212],"interaction":[215],"between":[216],"those":[217],"branches":[219],"(subtasks)":[220],"promoting":[222],"complementation":[224],"each":[226],"branch.":[227],"Furthermore,":[228],"introduce":[230],"supervision":[233],"mechanism":[234],"learn":[236],"latent":[242],"features":[243],"enhance":[245],"adaptation":[247],"capability":[248],"scenes.":[251],"Experimental":[252],"results":[253],"on":[254],"public":[255],"datasets":[256],"demonstrate":[257],"our":[259],"method":[260],"outperforms":[261],"state-of-the-art":[263],"(SOTA)":[264],"methods.":[265],"We":[266],"will":[267],"release":[268],"source":[270],"codes":[271],"pretrained":[273],"models.":[274]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
