{"id":"https://openalex.org/W3034281599","doi":"https://doi.org/10.1109/icme46284.2020.9102905","title":"Image Retrieval Based On Multi-Semantic Region Weighting And Multi-Scale Flatness Weighting","display_name":"Image Retrieval Based On Multi-Semantic Region Weighting And Multi-Scale Flatness Weighting","publication_year":2020,"publication_date":"2020-06-09","ids":{"openalex":"https://openalex.org/W3034281599","doi":"https://doi.org/10.1109/icme46284.2020.9102905","mag":"3034281599"},"language":"en","primary_location":{"id":"doi:10.1109/icme46284.2020.9102905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme46284.2020.9102905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Multimedia and Expo (ICME)","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/A5086602898","display_name":"Zhuoyi Li","orcid":"https://orcid.org/0000-0002-2445-2584"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoyi Li","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080706260","display_name":"Guanghua Gu","orcid":"https://orcid.org/0000-0002-9532-8273"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghua Gu","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002818433","display_name":"Linjing Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjing Feng","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101707952","display_name":"Jiangtao Liu","orcid":"https://orcid.org/0000-0001-5134-3079"},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Liu","raw_affiliation_strings":["School of Information Science and Engineering, Yanshan University, Qinhuangdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yanshan University, Qinhuangdao, China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05212643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":null,"first_page":"1","last_page":"6"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9991999864578247,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9702000021934509,"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/weighting","display_name":"Weighting","score":0.7904425263404846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7214393615722656},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6659952402114868},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6381130218505859},{"id":"https://openalex.org/keywords/flatness","display_name":"Flatness (cosmology)","score":0.5625438094139099},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5137449502944946},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.48917248845100403},{"id":"https://openalex.org/keywords/semantic-feature","display_name":"Semantic feature","score":0.44637733697891235},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.4410863518714905},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4207000136375427},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4112374186515808}],"concepts":[{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7904425263404846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7214393615722656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6659952402114868},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6381130218505859},{"id":"https://openalex.org/C2778530986","wikidata":"https://www.wikidata.org/wiki/Q5457948","display_name":"Flatness (cosmology)","level":3,"score":0.5625438094139099},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5137449502944946},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.48917248845100403},{"id":"https://openalex.org/C2781122975","wikidata":"https://www.wikidata.org/wiki/Q16928266","display_name":"Semantic feature","level":2,"score":0.44637733697891235},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.4410863518714905},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4207000136375427},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4112374186515808},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"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/C26405456","wikidata":"https://www.wikidata.org/wiki/Q338","display_name":"Cosmology","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icme46284.2020.9102905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme46284.2020.9102905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W204268067","https://openalex.org/W1524680991","https://openalex.org/W1589729077","https://openalex.org/W1679894842","https://openalex.org/W1903029394","https://openalex.org/W1920702274","https://openalex.org/W2038752770","https://openalex.org/W2062118960","https://openalex.org/W2065928620","https://openalex.org/W2151103935","https://openalex.org/W2163605009","https://openalex.org/W2174726731","https://openalex.org/W2204975001","https://openalex.org/W2295537791","https://openalex.org/W2300352888","https://openalex.org/W2395611524","https://openalex.org/W2515835438","https://openalex.org/W2736621623","https://openalex.org/W2766938848","https://openalex.org/W2795296309","https://openalex.org/W2963154697","https://openalex.org/W2963436667","https://openalex.org/W6640054144","https://openalex.org/W6666023844","https://openalex.org/W6684191040","https://openalex.org/W6685522000","https://openalex.org/W6745983263"],"related_works":["https://openalex.org/W2172231696","https://openalex.org/W2089969684","https://openalex.org/W2002918846","https://openalex.org/W2503910294","https://openalex.org/W2034539438","https://openalex.org/W2019897126","https://openalex.org/W1787428848","https://openalex.org/W2188202313","https://openalex.org/W2130191173","https://openalex.org/W2384506582"],"abstract_inverted_index":{"The":[0],"feature":[1,88],"representation":[2],"of":[3,21,32],"images":[4,17,34],"is":[5,127],"the":[6,10,19,58,63,70,77,92,97,103,107,112,124,132],"key":[7],"to":[8,75,86,95,110],"bridge":[9],"semantic":[11,59],"gap":[12],"and":[13,26,51,68,90,106,129],"make":[14],"computer":[15],"understand":[16],"in":[18,35],"tasks":[20],"image":[22,36,43,114],"retrieval.":[23],"Semantic":[24],"regions":[25,60],"salient":[27],"targets":[28],"are":[29],"irreplaceable":[30],"parts":[31],"cognitive":[33],"recognition.":[37],"This":[38],"paper":[39],"proposes":[40],"an":[41],"unsupervised":[42],"retrieval":[44,134],"method":[45,126],"based":[46],"on":[47,118],"multi-semantic":[48],"region":[49],"weighting":[50],"multi-scale":[52,93],"flatness":[53],"weighting.":[54],"Firstly,":[55],"we":[56,81,101],"divide":[57],"by":[61],"using":[62],"Fully":[64],"Convolutional":[65],"Network":[66],"(FCN)":[67],"calculate":[69],"multi-Semantic":[71],"weight":[72,87],"map":[73],"(S-mask)":[74],"obtain":[76,96],"global":[78,104],"features.":[79,99],"Secondly,":[80],"introduce":[82],"a":[83],"flatness-weighted":[84],"strategy":[85],"maps":[89],"aggregate":[91],"features":[94,105,109],"local":[98,108],"Finally,":[100],"cascade":[102],"construct":[111],"final":[113],"representation.":[115],"Experimental":[116],"results":[117],"two":[119],"widely-used":[120],"databases":[121],"demonstrate":[122],"that":[123],"proposed":[125],"effective":[128],"significantly":[130],"outperforms":[131],"state-of-the-art":[133],"methods.":[135]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}