{"id":"https://openalex.org/W3131251978","doi":"https://doi.org/10.1109/tcsvt.2021.3060713","title":"Region Reinforcement Network With Topic Constraint for Image-Text Matching","display_name":"Region Reinforcement Network With Topic Constraint for Image-Text Matching","publication_year":2021,"publication_date":"2021-02-23","ids":{"openalex":"https://openalex.org/W3131251978","doi":"https://doi.org/10.1109/tcsvt.2021.3060713","mag":"3131251978"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2021.3060713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3060713","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5101706210","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0003-4611-1083"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Wu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072254497","display_name":"Chunlei Wu","orcid":"https://orcid.org/0000-0002-0944-2564"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Wu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060160101","display_name":"Jing L\u00fc","orcid":"https://orcid.org/0000-0003-4514-0544"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Lu","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031199063","display_name":"Leiquan Wang","orcid":"https://orcid.org/0000-0003-4314-0030"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leiquan Wang","raw_affiliation_strings":["College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013579299","display_name":"Xuerong Cui","orcid":"https://orcid.org/0000-0002-2326-9518"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]},{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CA","CN"],"is_corresponding":false,"raw_author_name":"Xuerong Cui","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101706210"],"corresponding_institution_ids":["https://openalex.org/I4210162190"],"apc_list":null,"apc_paid":null,"fwci":3.7467,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.94599673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"32","issue":"1","first_page":"388","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9959999918937683,"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":0.9919999837875366,"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":0.7564952969551086},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.7129462361335754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6585901379585266},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.635476291179657},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5980198979377747},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5910820960998535},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.567160427570343},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.504477858543396},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47134989500045776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43532779812812805},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14851003885269165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7564952969551086},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.7129462361335754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6585901379585266},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.635476291179657},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5980198979377747},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5910820960998535},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.567160427570343},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.504477858543396},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47134989500045776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43532779812812805},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14851003885269165},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2021.3060713","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2021.3060713","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2772371857","display_name":null,"funder_award_id":"61671482","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4238404427","display_name":null,"funder_award_id":"2019GGX101015","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G8558606430","display_name":null,"funder_award_id":"19CX05003A-11","funder_id":"https://openalex.org/F4320322392","funder_display_name":"Tsinghua University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1527575280","https://openalex.org/W1861492603","https://openalex.org/W1905882502","https://openalex.org/W1924770834","https://openalex.org/W2050398567","https://openalex.org/W2064675550","https://openalex.org/W2185175083","https://openalex.org/W2546696630","https://openalex.org/W2552579943","https://openalex.org/W2552639984","https://openalex.org/W2555042572","https://openalex.org/W2739759426","https://openalex.org/W2739918945","https://openalex.org/W2745461083","https://openalex.org/W2770804203","https://openalex.org/W2774267535","https://openalex.org/W2778940641","https://openalex.org/W2804078698","https://openalex.org/W2883311563","https://openalex.org/W2894786240","https://openalex.org/W2915533878","https://openalex.org/W2943911770","https://openalex.org/W2945578092","https://openalex.org/W2962964995","https://openalex.org/W2963040148","https://openalex.org/W2963467339","https://openalex.org/W2964120214","https://openalex.org/W2972965453","https://openalex.org/W2982078236","https://openalex.org/W2988823324","https://openalex.org/W2990571534","https://openalex.org/W2998356391","https://openalex.org/W3008547073","https://openalex.org/W3035454331","https://openalex.org/W3072820880","https://openalex.org/W4299801216","https://openalex.org/W6631190155","https://openalex.org/W6631516269","https://openalex.org/W6640212811","https://openalex.org/W6676647902","https://openalex.org/W6685183736","https://openalex.org/W6719057275","https://openalex.org/W6747225742","https://openalex.org/W6752378368"],"related_works":["https://openalex.org/W4362501864","https://openalex.org/W4306904969","https://openalex.org/W4380318855","https://openalex.org/W2138720691","https://openalex.org/W2031695474","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W20361778","https://openalex.org/W2024136090","https://openalex.org/W2964765435"],"abstract_inverted_index":{"Image":[0],"and":[1,18,31,55,101,120,149],"sentence":[2],"matching":[3],"has":[4],"attracted":[5],"increasing":[6],"attention":[7],"since":[8],"it":[9],"is":[10,93,108,129],"associated":[11],"with":[12,89],"two":[13],"important":[14],"modalities":[15],"of":[16,37,49,59,73,118,136,155],"vision":[17],"language.":[19],"Previous":[20],"methods":[21],"aim":[22],"to":[23,95,110,131],"find":[24],"the":[25,35,38,47,53,57,70,74,97,104,116,125,133,140,153],"latent":[26],"correspondences":[27,98],"between":[28,99],"image":[29,54,76,142],"regions":[30,51,119],"words":[32],"by":[33,114],"aggregating":[34],"similarities":[36,58],"region-word":[39,61,122],"pairs.":[40],"However,":[41],"these":[42],"approaches":[43],"consider":[44],"little":[45],"about":[46],"relationships":[48,117],"diverse":[50],"in":[52],"treat":[56],"all":[60],"pairs":[62],"equally.":[63],"Moreover,":[64],"focusing":[65],"on":[66,147],"fine-grained":[67,112],"alignment":[68],"overly,":[69],"true":[71],"meaning":[72],"original":[75,141],"will":[77],"be":[78],"likely":[79],"distorted.":[80],"In":[81],"this":[82],"paper,":[83],"a":[84],"novel":[85],"Region":[86],"Reinforcement":[87],"Network":[88],"Topic":[90],"Constraint":[91],"(RRTC)":[92],"proposed":[94,157],"explore":[96],"images":[100],"texts.":[102],"Specifically,":[103],"region":[105],"reinforcement":[106],"network":[107],"built":[109],"infer":[111],"correspondence":[113],"considering":[115],"re-assigning":[121],"similarities.":[123],"Meanwhile,":[124],"topic":[126],"constraint":[127],"module":[128],"presented":[130],"summarize":[132],"central":[134],"theme":[135],"images,":[137],"which":[138],"constrains":[139],"deviation.":[143],"Extensive":[144],"experimental":[145],"results":[146],"MSCOCO":[148],"Flickr30k":[150],"datasets":[151],"verify":[152],"effectiveness":[154],"our":[156],"RRTC.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
