{"id":"https://openalex.org/W4308237172","doi":"https://doi.org/10.1109/icip46576.2022.9897637","title":"DCAN: A Dual Cascade Attention Network for Fusing Pet and MRI Images","display_name":"DCAN: A Dual Cascade Attention Network for Fusing Pet and MRI Images","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308237172","doi":"https://doi.org/10.1109/icip46576.2022.9897637"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 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/A5065484443","display_name":"Yifan Du","orcid":"https://orcid.org/0009-0006-2382-9470"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Du","raw_affiliation_strings":["Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017842484","display_name":"Bicao Li","orcid":"https://orcid.org/0000-0003-2275-0681"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]},{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bicao Li","raw_affiliation_strings":["Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","School of Information Engineering, Zhengzhou University, Zhengzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"School of Information Engineering, Zhengzhou University, Zhengzhou, China","institution_ids":["https://openalex.org/I38877650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054410967","display_name":"Zhoufeng Liu","orcid":"https://orcid.org/0000-0002-2302-4879"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhoufeng Liu","raw_affiliation_strings":["Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100341679","display_name":"Chunlei Li","orcid":"https://orcid.org/0000-0001-6543-1838"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Li","raw_affiliation_strings":["Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhongyuan University of Technology,School of Electronic and Information Engineering,Zhengzhou,China,450007","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026412163","display_name":"Zhuhong Shao","orcid":"https://orcid.org/0000-0002-4847-282X"},"institutions":[{"id":"https://openalex.org/I96852419","display_name":"Capital Normal University","ror":"https://ror.org/005edt527","country_code":"CN","type":"education","lineage":["https://openalex.org/I96852419"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuhong Shao","raw_affiliation_strings":["Capital Normal University,College of Information Engineering,Beijing,China,100048"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Capital Normal University,College of Information Engineering,Beijing,China,100048","institution_ids":["https://openalex.org/I96852419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039105930","display_name":"Zongmin Wang","orcid":"https://orcid.org/0000-0001-9204-5414"},"institutions":[{"id":"https://openalex.org/I38877650","display_name":"Zhengzhou University","ror":"https://ror.org/04ypx8c21","country_code":"CN","type":"education","lineage":["https://openalex.org/I38877650"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zongmin Wang","raw_affiliation_strings":["Zhengzhou University,School of Information Engineering,Zhengzhou,China,450001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhengzhou University,School of Information Engineering,Zhengzhou,China,450001","institution_ids":["https://openalex.org/I38877650"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2946","last_page":"2950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9911999702453613,"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":0.775632381439209},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7377641797065735},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.6280316114425659},{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.6160404682159424},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.594582736492157},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5640029907226562},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5637030601501465},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5309754610061646},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5240585803985596},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5139393210411072},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5069079995155334},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43725061416625977},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42331716418266296},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41612571477890015},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07408660650253296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.775632381439209},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7377641797065735},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.6280316114425659},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.6160404682159424},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.594582736492157},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5640029907226562},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5637030601501465},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5309754610061646},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5240585803985596},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5139393210411072},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5069079995155334},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43725061416625977},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42331716418266296},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41612571477890015},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07408660650253296},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897637","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.699999988079071,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320326186","display_name":"China National Textile and Apparel Council","ror":null},{"id":"https://openalex.org/F4320329543","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W123101483","https://openalex.org/W1628236353","https://openalex.org/W1997480692","https://openalex.org/W2002285735","https://openalex.org/W2020442368","https://openalex.org/W2025147059","https://openalex.org/W2039465985","https://openalex.org/W2094824638","https://openalex.org/W2116702374","https://openalex.org/W2532801510","https://openalex.org/W2793890232","https://openalex.org/W2798987894","https://openalex.org/W2808591023","https://openalex.org/W2828601215","https://openalex.org/W2884585870","https://openalex.org/W2952122856","https://openalex.org/W2963446712","https://openalex.org/W2963530785","https://openalex.org/W2963787388","https://openalex.org/W3092344722","https://openalex.org/W3105639468","https://openalex.org/W3119514771","https://openalex.org/W3133700567","https://openalex.org/W3153050314","https://openalex.org/W3186471925","https://openalex.org/W4210287822","https://openalex.org/W4224283557"],"related_works":["https://openalex.org/W2515288625","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2095903272","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969"],"abstract_inverted_index":{"Traditional":[0],"fusion":[1,22,51,82,116],"approaches":[2],"and":[3,32,55,72,86,105,130],"most":[4],"deep":[5],"learning-based":[6],"methods":[7],"usually":[8],"generate":[9],"the":[10,29,67,80,100,122],"intermediate":[11],"decision":[12],"map,":[13],"resulting":[14],"in":[15,79,92,99],"detail":[16],"loss":[17],"of":[18,69,102],"source":[19,36],"images":[20,132],"or":[21],"results.":[23],"In":[24,58],"this":[25],"work,":[26],"to":[27,46,65,95,113],"enhance":[28],"detailed":[30],"features":[31,70],"structured":[33],"information":[34],"from":[35],"images,":[37],"we":[38],"propose":[39],"a":[40,48],"dual":[41],"cascade":[42],"attention":[43,62,74,88],"network":[44],"(DCAN)":[45],"obtain":[47],"more":[49],"informative":[50,77],"image":[52,106],"for":[53,128],"PET":[54,129],"MRI":[56,131],"images.":[57],"our":[59,115],"approach,":[60],"channel":[61,85],"is":[63,111],"employed":[64],"improve":[66],"ability":[68],"representation":[71],"spatial":[73,87],"can":[75],"highlight":[76],"regions":[78],"proposed":[81,123],"network.":[83],"Additionally,":[84],"are":[89],"sequential":[90],"arrangement":[91],"channel-first.":[93],"Moreover,":[94],"achieve":[96],"good":[97],"performance":[98,127],"procedure":[101],"feature":[103],"extraction":[104],"reconstruction,":[107],"two-stage":[108],"training":[109],"strategy":[110],"adopted":[112],"train":[114],"model.":[117],"Experimental":[118],"results":[119],"demonstrate":[120],"that":[121],"approach":[124],"achieves":[125],"remarkable":[126],"fusion.":[133]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}