{"id":"https://openalex.org/W4411599747","doi":"https://doi.org/10.1109/access.2025.3582793","title":"Gradient Guided Depth Super-Resolution Using Attention-Based Cross Domain Interaction Module","display_name":"Gradient Guided Depth Super-Resolution Using Attention-Based Cross Domain Interaction Module","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411599747","doi":"https://doi.org/10.1109/access.2025.3582793"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3582793","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582793","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3582793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yang Shuyuan","orcid":"https://orcid.org/0000-0003-2077-1817"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Shuyuan","raw_affiliation_strings":["College of Computer and Information Engineering, Xinjiang Agricultural University, Ürümqi, China","College of Computer and Information Engineering, Xinjiang Agricultural University, umqi, People’s Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2077-1817","affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Xinjiang Agricultural University, Ürümqi, China","institution_ids":["https://openalex.org/I166427055"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Xinjiang Agricultural University, umqi, People’s Republic of China","institution_ids":["https://openalex.org/I166427055"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031865097","display_name":"Ning Cao","orcid":"https://orcid.org/0000-0003-2690-7105"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cao Ning","raw_affiliation_strings":["College of Computer and Information, Hohai University, Nanjing, China","College of Computer and Information, Hohai University, Nanjing, People’s Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2690-7105","affiliations":[{"raw_affiliation_string":"College of Computer and Information, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Computer and Information, Hohai University, Nanjing, People’s Republic of China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100318452","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-4409-7185"},"institutions":[{"id":"https://openalex.org/I166427055","display_name":"Xinjiang Agricultural University","ror":"https://ror.org/04qjh2h11","country_code":"CN","type":"education","lineage":["https://openalex.org/I166427055"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wei","raw_affiliation_strings":["College of Computer and Information Engineering, Xinjiang Agricultural University, Ürümqi, China","College of Computer and Information Engineering, Xinjiang Agricultural University, umqi, People’s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Engineering, Xinjiang Agricultural University, Ürümqi, China","institution_ids":["https://openalex.org/I166427055"]},{"raw_affiliation_string":"College of Computer and Information Engineering, Xinjiang Agricultural University, umqi, People’s Republic of China","institution_ids":["https://openalex.org/I166427055"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.5295,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63366509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"117656","last_page":"117667"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9914000034332275,"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":0.9914000034332275,"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/T14158","display_name":"Optical Systems and Laser Technology","score":0.9800000190734863,"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"}},{"id":"https://openalex.org/T11408","display_name":"Advanced Optical Imaging Technologies","score":0.9796000123023987,"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/computer-science","display_name":"Computer science","score":0.656920313835144},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5085145235061646},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5044392347335815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30606505274772644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13289904594421387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.656920313835144},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5085145235061646},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5044392347335815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30606505274772644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13289904594421387},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3582793","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582793","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5de63295d4a54bdd88c1eb5c91641e8c","is_oa":true,"landing_page_url":"https://doaj.org/article/5de63295d4a54bdd88c1eb5c91641e8c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 117656-117667 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3582793","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3582793","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G2514171659","display_name":null,"funder_award_id":"XJEDU2021Y016","funder_id":"https://openalex.org/F4320321116","funder_display_name":"Academy of Scientific Research and Technology"},{"id":"https://openalex.org/G2734661529","display_name":null,"funder_award_id":"2022ZD0115805","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6011203515","display_name":null,"funder_award_id":"2022A02011","funder_id":"https://openalex.org/F4320330405","funder_display_name":"Zigong Science and Technology Program of China"}],"funders":[{"id":"https://openalex.org/F4320321116","display_name":"Academy of Scientific Research and Technology","ror":"https://ror.org/02k284p70"},{"id":"https://openalex.org/F4320330405","display_name":"Zigong Science and Technology Program of China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W63091017","https://openalex.org/W125693051","https://openalex.org/W1513100184","https://openalex.org/W1885185971","https://openalex.org/W1964370383","https://openalex.org/W1995031544","https://openalex.org/W2006262236","https://openalex.org/W2030716039","https://openalex.org/W2091244316","https://openalex.org/W2104974755","https://openalex.org/W2125188192","https://openalex.org/W2133255058","https://openalex.org/W2153388956","https://openalex.org/W2155479981","https://openalex.org/W2159203540","https://openalex.org/W2160451035","https://openalex.org/W2194775991","https://openalex.org/W2195231623","https://openalex.org/W2214189948","https://openalex.org/W2293588710","https://openalex.org/W2500602996","https://openalex.org/W2520322935","https://openalex.org/W2520953340","https://openalex.org/W2521490062","https://openalex.org/W2581673920","https://openalex.org/W2606324882","https://openalex.org/W2608043553","https://openalex.org/W2752767557","https://openalex.org/W2907226170","https://openalex.org/W2943058893","https://openalex.org/W2950689937","https://openalex.org/W2962785365","https://openalex.org/W2963470893","https://openalex.org/W2977745911","https://openalex.org/W3021168583","https://openalex.org/W3035557850","https://openalex.org/W3038079672","https://openalex.org/W3170697543","https://openalex.org/W3174663891","https://openalex.org/W3212386989","https://openalex.org/W4205514630","https://openalex.org/W4206728077","https://openalex.org/W4241716071","https://openalex.org/W4289752563","https://openalex.org/W4295037355","https://openalex.org/W4321222415","https://openalex.org/W4361988573","https://openalex.org/W4381946548","https://openalex.org/W4391992568","https://openalex.org/W4392945104","https://openalex.org/W4393159333","https://openalex.org/W4396240668","https://openalex.org/W4401070101","https://openalex.org/W6637373629","https://openalex.org/W6676600194","https://openalex.org/W6687214662","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Color":[0],"guided":[1,89],"depth":[2,22,41,72,77,157,189],"image":[3,17,190],"super-resolution":[4],"(DISR),":[5],"leveraging":[6],"the":[7,12,19,30,35,45,56,62,67,71,76,99,106,116,132,140,164,187,204,207],"strong":[8],"structural":[9],"similarity":[10],"between":[11],"registered":[13,63],"high-resolution":[14],"(HR)":[15],"color":[16,100,121,161],"and":[18,74,139,184],"low-resolution":[20],"(LR)":[21],"image.":[23,122],"has":[24],"achieved":[25],"remarkable":[26],"results.":[27],"However,":[28],"when":[29],"sampling":[31],"factor":[32],"is":[33,86],"large,":[34],"DISR":[36,90],"suffers":[37],"from":[38,115,136],"reconstructing":[39],"accurate":[40],"edges":[42],"due":[43],"to":[44,155,172],"severe":[46],"loss":[47,170],"of":[48,55,61,98,119,182,206],"high":[49,57],"frequency":[50,58],"components.":[51],"Crucially,":[52],"direct":[53],"use":[54],"(HF)":[59],"information":[60,97],"map":[64,114,138],"may":[65],"transfer":[66],"high-frequency":[68,193],"textures":[69,162],"into":[70],"results":[73],"blur":[75],"edges.":[78],"To":[79],"address":[80],"this,":[81],"we":[82,111],"propose":[83],"GDISRNet,":[84],"which":[85],"a":[87,146,168,178],"gradient":[88,113,137,169],"network.":[91],"It":[92],"not":[93],"only":[94],"utilizes":[95],"HF":[96],"image,":[101],"but":[102],"also":[103],"fundamentally":[104],"avoids":[105],"texture":[107],"copying":[108],"artifacts.":[109],"First,":[110],"compute":[112],"Y":[117],"channel":[118],"HR":[120],"Then,":[123],"an":[124],"Attention-based":[125],"Multi-Scale":[126],"Feature":[127],"extraction":[128],"module":[129],"(AMSF)":[130],"extracts":[131],"multi-scale":[133],"features":[134,154],"respectively":[135],"interpolated":[141],"LR":[142],"Depth":[143],"map.":[144],"Moreover,":[145],"novel":[147],"Cross-Domain":[148],"Interaction":[149],"Module":[150],"(CDIM)":[151],"fuses":[152],"these":[153],"enhance":[156],"boundaries":[158],"while":[159],"suppress":[160],"at":[163],"same":[165],"time.":[166],"Third,":[167],"introduces":[171],"prevent":[173],"edge":[174],"smoothing":[175],"effectively.":[176],"Finally,":[177],"residual":[179],"progressive":[180],"structure":[181],"AMSF":[183],"CDIM":[185],"reconstructs":[186],"SR":[188],"with":[191],"enhanced":[192],"information.":[194],"Experiments":[195],"on":[196],"several":[197],"popular":[198],"benchmark":[199],"datasets":[200],"includingMiddlebury,Sintel,LuandNYU":[201],"V2,":[202],"demonstrate":[203],"superiority":[205],"proposed":[208],"GDISRNet":[209],"over":[210],"representative":[211],"state-of-the-art":[212],"methods.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}