{"id":"https://openalex.org/W4385877629","doi":"https://doi.org/10.3390/s23167205","title":"DPACFuse: Dual-Branch Progressive Learning for Infrared and Visible Image Fusion with Complementary Self-Attention and Convolution","display_name":"DPACFuse: Dual-Branch Progressive Learning for Infrared and Visible Image Fusion with Complementary Self-Attention and Convolution","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385877629","doi":"https://doi.org/10.3390/s23167205","pmid":"https://pubmed.ncbi.nlm.nih.gov/37631742"},"language":"en","primary_location":{"id":"doi:10.3390/s23167205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167205","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7205/pdf?version=1692179196","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/16/7205/pdf?version=1692179196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009535758","display_name":"Huayi Zhu","orcid":"https://orcid.org/0009-0002-2149-767X"},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huayi Zhu","raw_affiliation_strings":["School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0009-0002-2149-767X","affiliations":[{"raw_affiliation_string":"School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026211944","display_name":"Heshan Wu","orcid":"https://orcid.org/0009-0000-7201-8283"},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heshan Wu","raw_affiliation_strings":["School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0009-0000-7201-8283","affiliations":[{"raw_affiliation_string":"School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100616457","display_name":"Xiaolong Wang","orcid":"https://orcid.org/0000-0002-9293-5289"},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Wang","raw_affiliation_strings":["School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102421003","display_name":"Dongmei He","orcid":"https://orcid.org/0009-0002-4099-441X"},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei He","raw_affiliation_strings":["School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077799191","display_name":"Zhenbing Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenbing Liu","raw_affiliation_strings":["School of Artificial Intelligence, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028311940","display_name":"Xipeng Pan","orcid":"https://orcid.org/0000-0003-2581-0520"},"institutions":[{"id":"https://openalex.org/I4387153915","display_name":"Guilin University","ror":"https://ror.org/00jbpxw47","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153915"]},{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xipeng Pan","raw_affiliation_strings":["School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China"],"raw_orcid":"https://orcid.org/0000-0003-2581-0520","affiliations":[{"raw_affiliation_string":"School of Computer and Information Security, Guilin University of Electronic Science and Technology, Guilin 541004, China","institution_ids":["https://openalex.org/I5343935","https://openalex.org/I4387153915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5028311940","https://openalex.org/A5077799191"],"corresponding_institution_ids":["https://openalex.org/I4387153915","https://openalex.org/I5343935"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.7724,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75296454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"23","issue":"16","first_page":"7205","last_page":"7205"},"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":0.9973000288009644,"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":0.9968000054359436,"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":0.7544186115264893},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6858230829238892},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6827867031097412},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5847086906433105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5085476636886597},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4674696922302246},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.46441715955734253},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4633036255836487},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44817954301834106},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.4324437081813812},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42317283153533936},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40638428926467896},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.19604086875915527}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7544186115264893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6858230829238892},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6827867031097412},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5847086906433105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5085476636886597},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4674696922302246},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.46441715955734253},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4633036255836487},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44817954301834106},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.4324437081813812},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42317283153533936},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40638428926467896},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.19604086875915527},{"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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23167205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167205","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7205/pdf?version=1692179196","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37631742","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37631742","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10458385","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10458385","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10458385/pdf/sensors-23-07205.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6384e17e3fbb4be5bb92ef47bf1462ad","is_oa":true,"landing_page_url":"https://doaj.org/article/6384e17e3fbb4be5bb92ef47bf1462ad","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":"Sensors, Vol 23, Iss 16, p 7205 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/16/7205/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23167205","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 16; Pages: 7205","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23167205","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23167205","pdf_url":"https://www.mdpi.com/1424-8220/23/16/7205/pdf?version=1692179196","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8742766083","display_name":null,"funder_award_id":"62002082","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":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385877629.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W2752782242","https://openalex.org/W2798987894","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2963787388","https://openalex.org/W2998012573","https://openalex.org/W3011768656","https://openalex.org/W3039415429","https://openalex.org/W3046194589","https://openalex.org/W3102411220","https://openalex.org/W3105639468","https://openalex.org/W3108042295","https://openalex.org/W3124372372","https://openalex.org/W3128892380","https://openalex.org/W3131500599","https://openalex.org/W3133700567","https://openalex.org/W3138516171","https://openalex.org/W3158080681","https://openalex.org/W3159235206","https://openalex.org/W3177280989","https://openalex.org/W3185095134","https://openalex.org/W3190808861","https://openalex.org/W3207918547","https://openalex.org/W4206128982","https://openalex.org/W4206390057","https://openalex.org/W4206713196","https://openalex.org/W4210814385","https://openalex.org/W4212819644","https://openalex.org/W4220893768","https://openalex.org/W4224933794","https://openalex.org/W4224937218","https://openalex.org/W4225153899","https://openalex.org/W4226178544","https://openalex.org/W4226224676","https://openalex.org/W4226272127","https://openalex.org/W4283732315","https://openalex.org/W4285224173","https://openalex.org/W4298858017","https://openalex.org/W4304080362","https://openalex.org/W4312052673","https://openalex.org/W4312328958","https://openalex.org/W4312562010","https://openalex.org/W4312594135","https://openalex.org/W4312918841","https://openalex.org/W4313267411","https://openalex.org/W4313506322","https://openalex.org/W4315498971","https://openalex.org/W4376126900","https://openalex.org/W4376131895","https://openalex.org/W4380300718","https://openalex.org/W4380875665","https://openalex.org/W4386083029","https://openalex.org/W4403235758","https://openalex.org/W6772581090","https://openalex.org/W6787015245","https://openalex.org/W6806473657","https://openalex.org/W6840119424","https://openalex.org/W6864450276"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2385859805","https://openalex.org/W2369710579","https://openalex.org/W2530972254","https://openalex.org/W2545348020","https://openalex.org/W4327728159","https://openalex.org/W2912751582","https://openalex.org/W2130893381"],"abstract_inverted_index":{"Infrared":[0],"and":[1,19,39,58,66,84,105,124,138,194,206,216],"visible":[2,59,217],"image":[3,11,60,144],"fusion":[4,61],"aims":[5],"to":[6,80,101,114,213],"generate":[7],"a":[8,63,96,146],"single":[9],"fused":[10,161,201],"that":[12,159],"not":[13,166],"only":[14,167],"contains":[15],"rich":[16,169],"texture":[17,170],"details":[18],"salient":[20,177],"objects,":[21],"but":[22,172],"also":[23,174],"facilitates":[24],"downstream":[25],"tasks.":[26],"However,":[27],"existing":[28],"works":[29],"mainly":[30],"focus":[31],"on":[32],"learning":[33,55],"different":[34],"modality-specific":[35],"or":[36,153],"shared":[37],"features,":[38],"ignore":[40],"the":[41,71,85,111,116,131,142,160,187],"importance":[42],"of":[43,87,119,127],"modeling":[44],"cross-modality":[45],"features.":[46],"To":[47],"address":[48],"these":[49],"challenges,":[50],"we":[51,74,94,129],"propose":[52,75],"Dual-branch":[53],"Progressive":[54],"for":[56],"infrared":[57,215],"with":[62,145],"complementary":[64],"self-Attention":[65],"Convolution":[67],"(DPACFuse)":[68],"network.":[69],"On":[70,110],"one":[72],"hand,":[73,113],"Cross-Modality":[76],"Feature":[77],"Extraction":[78],"(CMEF)":[79],"enhance":[81],"information":[82,104,108,122,140],"interaction":[83],"extraction":[86,123],"common":[88],"features":[89],"across":[90],"modalities.":[91],"In":[92],"addition,":[93],"introduce":[95,130],"high-frequency":[97,107],"gradient":[98],"convolution":[99,152],"operation":[100],"extract":[102,136],"fine-grained":[103],"suppress":[106],"loss.":[109],"other":[112],"alleviate":[115],"CNN":[117],"issues":[118],"insufficient":[120],"global":[121,139],"computation":[125],"overheads":[126],"self-attention,":[128],"ACmix,":[132],"which":[133],"can":[134,173],"fully":[135],"local":[137],"in":[141,190],"source":[143],"smaller":[147],"computational":[148],"overhead":[149],"than":[150],"pure":[151,154],"self-attention.":[155],"Extensive":[156],"experiments":[157],"demonstrated":[158],"images":[162,202,218],"generated":[163],"by":[164,209],"DPACFuse":[165],"contain":[168],"information,":[171],"effectively":[175],"highlight":[176],"objects.":[178],"Additionally,":[179],"our":[180,200],"method":[181],"achieved":[182],"approximately":[183,210],"3%":[184],"improvement":[185],"over":[186],"state-of-the-art":[188],"methods":[189],"MI,":[191],"Qabf,":[192],"SF,":[193],"AG":[195],"evaluation":[196],"indicators.":[197],"More":[198],"importantly,":[199],"enhanced":[203],"object":[204],"detection":[205],"semantic":[207],"segmentation":[208],"10%,":[211],"compared":[212],"using":[214],"separately.":[219]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
