{"id":"https://openalex.org/W3206748188","doi":"https://doi.org/10.1145/3474085.3475299","title":"Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion","display_name":"Searching a Hierarchically Aggregated Fusion Architecture for Fast Multi-Modality Image Fusion","publication_year":2021,"publication_date":"2021-10-17","ids":{"openalex":"https://openalex.org/W3206748188","doi":"https://doi.org/10.1145/3474085.3475299","mag":"3206748188"},"language":"en","primary_location":{"id":"doi:10.1145/3474085.3475299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474085.3475299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-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/A5042370642","display_name":"Risheng Liu","orcid":"https://orcid.org/0000-0002-9554-0565"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Risheng Liu","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100380632","display_name":"Zhu Liu","orcid":"https://orcid.org/0000-0003-0975-2711"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Liu","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675904","display_name":"Jinyuan Liu","orcid":"https://orcid.org/0000-0003-2085-2676"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyuan Liu","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057776894","display_name":"Xin Fan","orcid":"https://orcid.org/0000-0002-8991-4188"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Fan","raw_affiliation_strings":["Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042370642"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":4.4001,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.95017008,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1600","last_page":"1608"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9984999895095825,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9975000023841858,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7755540013313293},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7736857533454895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6169074177742004},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5853613615036011},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.581453263759613},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5146094560623169},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44281792640686035},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.413411021232605},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3971230089664459}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7755540013313293},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736857533454895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6169074177742004},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5853613615036011},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.581453263759613},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5146094560623169},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44281792640686035},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.413411021232605},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3971230089664459},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3474085.3475299","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3474085.3475299","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1970758811","https://openalex.org/W1996278907","https://openalex.org/W1997480692","https://openalex.org/W1997596006","https://openalex.org/W1999316653","https://openalex.org/W2026651590","https://openalex.org/W2036836025","https://openalex.org/W2054273865","https://openalex.org/W2115579991","https://openalex.org/W2116702374","https://openalex.org/W2170163526","https://openalex.org/W2203226646","https://openalex.org/W2266694576","https://openalex.org/W2340897893","https://openalex.org/W2344995237","https://openalex.org/W2589745805","https://openalex.org/W2610070095","https://openalex.org/W2744198280","https://openalex.org/W2798018774","https://openalex.org/W2798987894","https://openalex.org/W2808591023","https://openalex.org/W2895931095","https://openalex.org/W2912147220","https://openalex.org/W2912581987","https://openalex.org/W2953139137","https://openalex.org/W2961348656","https://openalex.org/W2962679737","https://openalex.org/W2962856739","https://openalex.org/W2982083293","https://openalex.org/W2998012573","https://openalex.org/W2998529071","https://openalex.org/W3007891240","https://openalex.org/W3010227938","https://openalex.org/W3011768656","https://openalex.org/W3033819105","https://openalex.org/W3034516944","https://openalex.org/W3035467948","https://openalex.org/W3039415429","https://openalex.org/W3102411220","https://openalex.org/W3104771364","https://openalex.org/W3105639468","https://openalex.org/W3108042295","https://openalex.org/W3110670586","https://openalex.org/W3126855404","https://openalex.org/W3127263260","https://openalex.org/W3133700567","https://openalex.org/W3174792937","https://openalex.org/W4226178544"],"related_works":["https://openalex.org/W4312613727","https://openalex.org/W2419576664","https://openalex.org/W3007420330","https://openalex.org/W2318670660","https://openalex.org/W2010729749","https://openalex.org/W1968790341","https://openalex.org/W2101992317","https://openalex.org/W1979848552","https://openalex.org/W2349027074","https://openalex.org/W1990216444"],"abstract_inverted_index":{"Multi-modality":[0],"image":[1,8],"fusion":[2,62,95],"refers":[3],"to":[4,38,56,90],"generating":[5],"a":[6,81],"complementary":[7],"that":[9],"integrates":[10],"typical":[11],"characteristics":[12],"from":[13],"source":[14],"images.":[15],"In":[16],"recent":[17],"years,":[18],"we":[19,79],"have":[20],"witnessed":[21],"the":[22,59],"remarkable":[23],"progress":[24],"of":[25],"deep":[26],"learning":[27],"models":[28],"for":[29,42],"multi-modality":[30],"fusion.":[31],"Existing":[32],"CNN-based":[33],"approaches":[34],"strain":[35],"every":[36],"nerve":[37],"design":[39],"various":[40,91],"architectures":[41,88],"realizing":[43],"these":[44,51,74],"tasks":[45],"in":[46,65,76],"an":[47],"end-to-end":[48],"manner.":[49],"However,":[50],"handcrafted":[52],"designs":[53],"are":[54],"unable":[55],"cope":[57],"with":[58],"high":[60],"demanding":[61],"tasks,":[63],"resulting":[64],"blurred":[66],"targets":[67],"and":[68,94],"lost":[69],"textural":[70],"details.":[71],"To":[72],"alleviate":[73],"issues,":[75],"this":[77],"paper,":[78],"propose":[80],"novel":[82],"approach,":[83],"aiming":[84],"at":[85],"searching":[86],"effective":[87],"according":[89],"modality":[92],"principles":[93],"mechanisms.":[96]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}