{"id":"https://openalex.org/W2987162758","doi":"https://doi.org/10.1109/access.2019.2953078","title":"Multi-Feature Fusion for Enhancing Image Similarity Learning","display_name":"Multi-Feature Fusion for Enhancing Image Similarity Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2987162758","doi":"https://doi.org/10.1109/access.2019.2953078","mag":"2987162758"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2953078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2953078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08896979.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08896979.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100648618","display_name":"Jian L\u00fc","orcid":"https://orcid.org/0000-0003-0306-5101"},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Lu","raw_affiliation_strings":["School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-0306-5101","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]},{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078293372","display_name":"Chengxian Ma","orcid":"https://orcid.org/0000-0001-9012-7694"},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng-Xian Ma","raw_affiliation_strings":["School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]},{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031469615","display_name":"Yanran Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan-Ran Zhou","raw_affiliation_strings":["School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]},{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002169699","display_name":"Maoxin Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mao-Xin Luo","raw_affiliation_strings":["School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]},{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036594467","display_name":"Kai-Bing Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai-Bing Zhang","raw_affiliation_strings":["School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Xi\u2019an Polytechnic University, Xi\u2019an, China","institution_ids":["https://openalex.org/I27599042"]},{"raw_affiliation_string":"School of Electronics and Information, Xi'an Polytechnic University, Xi'an, China","institution_ids":["https://openalex.org/I27599042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27599042"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.397,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.65840297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"167547","last_page":"167556"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9986000061035156,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7669222354888916},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.743198037147522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7146134376525879},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.670688271522522},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6209754347801208},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6092038154602051},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6065337061882019},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5562630295753479},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.48505014181137085},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.47524070739746094},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44841259717941284},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.421718567609787},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41656970977783203},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38488641381263733},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32618212699890137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12278890609741211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7669222354888916},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.743198037147522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7146134376525879},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.670688271522522},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6209754347801208},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6092038154602051},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6065337061882019},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5562630295753479},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.48505014181137085},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.47524070739746094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44841259717941284},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.421718567609787},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41656970977783203},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38488641381263733},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32618212699890137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12278890609741211},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2953078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2953078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08896979.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:af8f1e0ce65e4ba197f78413b0fa1500","is_oa":true,"landing_page_url":"https://doaj.org/article/af8f1e0ce65e4ba197f78413b0fa1500","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 7, Pp 167547-167556 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2953078","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2953078","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08896979.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1493411894","display_name":null,"funder_award_id":"17JK0332","funder_id":"https://openalex.org/F4320335970","funder_display_name":"Scientific Research Plan Projects of Shaanxi Education Department"},{"id":"https://openalex.org/G179163473","display_name":null,"funder_award_id":"BS1616","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2307933118","display_name":null,"funder_award_id":"BS1616","funder_id":"https://openalex.org/F4320324853","funder_display_name":"Xi'an Polytechnic University"},{"id":"https://openalex.org/G3189795003","display_name":null,"funder_award_id":"2018JZ6002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3202307845","display_name":null,"funder_award_id":"61971339","funder_id":"https://openalex.org/F4320324853","funder_display_name":"Xi'an Polytechnic University"},{"id":"https://openalex.org/G3282949858","display_name":null,"funder_award_id":"61471161","funder_id":"https://openalex.org/F4320324853","funder_display_name":"Xi'an Polytechnic University"},{"id":"https://openalex.org/G3363996021","display_name":"\u8d44\u6e90\u53d7\u9650\u73af\u5883\u4e0b\u5b9e\u65f6\u8d85\u5206\u8fa8\u91cd\u5efa\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61471161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4723754402","display_name":null,"funder_award_id":"61471161","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G5082908157","display_name":null,"funder_award_id":"BS1616","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G6284771998","display_name":null,"funder_award_id":"2018JZ6002","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G7237936325","display_name":null,"funder_award_id":"2017JQ6058","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7669984970","display_name":null,"funder_award_id":"2018JZ6002","funder_id":"https://openalex.org/F4320324853","funder_display_name":"Xi'an Polytechnic University"},{"id":"https://openalex.org/G7727624353","display_name":null,"funder_award_id":"61971339","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G8869941740","display_name":"\u57fa\u4e8e\u5206\u6cbb\u7b56\u7565\u4e0e\u589e\u91cf\u5b57\u5178\u5b66\u4e60\u7684\u56fe\u50cf\u8d85\u5206\u8fa8\u91cd\u5efa\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61971339","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"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320324853","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831"},{"id":"https://openalex.org/F4320335970","display_name":"Scientific Research Plan Projects of Shaanxi Education Department","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2987162758.pdf","grobid_xml":"https://content.openalex.org/works/W2987162758.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1900408618","https://openalex.org/W1929856797","https://openalex.org/W1955055330","https://openalex.org/W2007178811","https://openalex.org/W2096733369","https://openalex.org/W2104657103","https://openalex.org/W2111654153","https://openalex.org/W2113307832","https://openalex.org/W2119605622","https://openalex.org/W2128237624","https://openalex.org/W2157364932","https://openalex.org/W2432402544","https://openalex.org/W2473954490","https://openalex.org/W2564325886","https://openalex.org/W2606377603","https://openalex.org/W2613997951","https://openalex.org/W2760256074","https://openalex.org/W2765739551","https://openalex.org/W2767072221","https://openalex.org/W2767419106","https://openalex.org/W2769346661","https://openalex.org/W2774949955","https://openalex.org/W2792196892","https://openalex.org/W2797705452","https://openalex.org/W2802888975","https://openalex.org/W2861768673","https://openalex.org/W2903361220","https://openalex.org/W2963886665","https://openalex.org/W2963988212","https://openalex.org/W3100555577","https://openalex.org/W6640083356","https://openalex.org/W6676931166","https://openalex.org/W6679057852","https://openalex.org/W6736349848","https://openalex.org/W6744284386","https://openalex.org/W6746255304"],"related_works":["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","https://openalex.org/W2284201331"],"abstract_inverted_index":{"Image":[0],"similarity":[1,28],"learning":[2,12,36,172,200],"aims":[3],"to":[4,55,84,104,123,151,229],"exploit":[5],"the":[6,20,27,35,44,57,60,65,71,87,101,116,120,128,142,153,162,171,192,199],"correlation":[7],"between":[8,29],"different":[9,139,146],"images":[10],"by":[11,70,137],"image":[13,30,39,50,61,132],"appropriate":[14],"common":[15],"features.":[16,140],"In":[17],"recent":[18],"years,":[19],"previous":[21],"CNN-based":[22],"methods":[23,99],"have":[24,81,177],"directly":[25],"learned":[26],"features,":[31],"which":[32],"effectively":[33],"improves":[34],"efficiency":[37,173],"of":[38,59,73,112,130,145,157,164,174,205],"similarity.":[40],"However,":[41],"it":[42],"has":[43,188,226],"following":[45],"limitations:":[46],"(1)":[47],"The":[48,110,180,218],"extracted":[49,131],"features":[51,133],"are":[52,209],"too":[53],"single":[54],"describe":[56],"content":[58],"accurately;":[62],"and":[63,78,127,167,195,201,215],"(2)":[64],"network":[66,102,113,144,154,208,221,230],"training":[67,114,155],"is":[68,134,149],"limited":[69],"amount":[72],"dataset":[74,147],"size.":[75],"Data":[76],"augmentation":[77,214],"multi-feature":[79,107,158,206,216,219],"fusion":[80,108,159,207,220],"been":[82,178],"demonstrated":[83],"appropriately":[85],"improve":[86],"model":[88,202],"generalization":[89,203],"ability":[90,204],"for":[91],"various":[92],"vision":[93],"tasks.":[94],"This":[95],"paper":[96,225],"integrates":[97],"these":[98],"into":[100],"structure":[103],"design":[105],"three":[106],"network.":[109,160],"input":[111],"adopts":[115],"same":[117],"data":[118,125,213],"from":[119],"multi-input":[121],"method":[122,187],"realize":[124],"augmentation,":[126],"diversity":[129],"greatly":[135],"improved":[136,211],"fusing":[138],"Then,":[141],"trained":[143],"size":[148],"utilized":[150],"verify":[152],"adaptability":[156,228],"Moreover,":[161],"influence":[163],"loss":[165],"function":[166],"optimization":[168],"algorithm":[169],"on":[170,191],"complicated":[175],"networks":[176],"studied.":[179],"experimental":[181],"results":[182],"show":[183],"that":[184],"our":[185],"proposed":[186,222],"excellent":[189],"performance":[190],"self-collected":[193],"XPU":[194],"Totally-Looks-Like":[196],"(TLL)":[197],"dataset,":[198],"significantly":[210],"through":[212],"fusion.":[217],"in":[223],"this":[224],"strong":[227],"training.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}