{"id":"https://openalex.org/W1965545343","doi":"https://doi.org/10.1109/lsp.2014.2375341","title":"A Multi-Modal Topic Model for Image Annotation Using Text Analysis","display_name":"A Multi-Modal Topic Model for Image Annotation Using Text Analysis","publication_year":2014,"publication_date":"2014-12-02","ids":{"openalex":"https://openalex.org/W1965545343","doi":"https://doi.org/10.1109/lsp.2014.2375341","mag":"1965545343"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2014.2375341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2014.2375341","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","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/A5101935214","display_name":"Jing Tian","orcid":"https://orcid.org/0000-0002-7442-352X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Tian","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055069752","display_name":"Yu Huang","orcid":"https://orcid.org/0000-0003-2730-5077"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Huang","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075955258","display_name":"Zhi Guo","orcid":"https://orcid.org/0000-0001-5083-3578"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Guo","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112723761","display_name":"Xiang Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Qi","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101820620","display_name":"Ziyan Chen","orcid":"https://orcid.org/0000-0001-6277-5635"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyan Chen","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102729253","display_name":"Tinglei Huang","orcid":"https://orcid.org/0000-0002-9202-2842"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tinglei Huang","raw_affiliation_strings":["Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Technology in Geospatial Information Processing and Application System, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366"]},{"raw_affiliation_string":"[Key Laboratory of Technology in Geospatial Information Processing and Application System, Institute of Electronics, Chinese Academy of Sciences, Beijing, China]","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101935214"],"corresponding_institution_ids":["https://openalex.org/I19820366"],"apc_list":null,"apc_paid":null,"fwci":0.2439,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.5496902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"22","issue":"7","first_page":"886","last_page":"890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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/T10824","display_name":"Image Retrieval and Classification 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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9983999729156494,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8199467062950134},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.8087725043296814},{"id":"https://openalex.org/keywords/automatic-image-annotation","display_name":"Automatic image annotation","score":0.7066352367401123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6470491290092468},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.6174153089523315},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5551533102989197},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.508688747882843},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5016391277313232},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49245747923851013},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4653625786304474},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.421298623085022},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41164571046829224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3904445171356201},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.37721288204193115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8199467062950134},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.8087725043296814},{"id":"https://openalex.org/C199579030","wikidata":"https://www.wikidata.org/wiki/Q2851778","display_name":"Automatic image annotation","level":4,"score":0.7066352367401123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6470491290092468},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.6174153089523315},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5551533102989197},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.508688747882843},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5016391277313232},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49245747923851013},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4653625786304474},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.421298623085022},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41164571046829224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3904445171356201},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37721288204193115},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lsp.2014.2375341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2014.2375341","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W154472438","https://openalex.org/W185041730","https://openalex.org/W1569034850","https://openalex.org/W1719717946","https://openalex.org/W1880262756","https://openalex.org/W1897761818","https://openalex.org/W2006031689","https://openalex.org/W2009761865","https://openalex.org/W2020842694","https://openalex.org/W2025147484","https://openalex.org/W2080972498","https://openalex.org/W2097903333","https://openalex.org/W2098062695","https://openalex.org/W2115752676","https://openalex.org/W2125238156","https://openalex.org/W2137471889","https://openalex.org/W2144407188","https://openalex.org/W2153848201","https://openalex.org/W2156830856","https://openalex.org/W2161050705","https://openalex.org/W4237791300","https://openalex.org/W4248892431","https://openalex.org/W4285719527","https://openalex.org/W6606244218","https://openalex.org/W6607585944","https://openalex.org/W6637727759","https://openalex.org/W6639694449","https://openalex.org/W6674735981","https://openalex.org/W6677533783"],"related_works":["https://openalex.org/W3177930984","https://openalex.org/W2052697133","https://openalex.org/W2076896210","https://openalex.org/W2384288472","https://openalex.org/W1539573266","https://openalex.org/W2093596879","https://openalex.org/W2376984068","https://openalex.org/W2201969175","https://openalex.org/W2747088704","https://openalex.org/W2017257332"],"abstract_inverted_index":{"Most":[0],"of":[1,34],"the":[2,30,54,96],"existing":[3],"approaches":[4],"for":[5],"image":[6,38,72],"annotation":[7,98],"generally":[8],"demand":[9],"exactly":[10],"labeled":[11],"training":[12],"data,":[13],"which":[14],"are":[15,59],"often":[16],"difficult":[17],"to":[18,36,69,83,87],"obtain.":[19],"In":[20],"this":[21],"letter":[22],"we":[23],"present":[24],"a":[25,62],"novel":[26],"model":[27,66,71,80],"that":[28,52],"utilizes":[29],"rich":[31],"surrounding":[32,77],"text":[33,49],"images":[35,58],"perform":[37],"annotation.":[39],"Our":[40,79],"work":[41],"makes":[42],"two":[43],"main":[44],"contributions.":[45],"First,":[46],"by":[47],"integrating":[48],"analysis,":[50],"words":[51,75],"describe":[53],"salient":[55],"objects":[56],"in":[57],"extracted.":[60],"Second,":[61],"new":[63],"probabilistic":[64],"topic":[65],"is":[67,81],"built":[68],"jointly":[70],"features,":[73],"extracted":[74],"and":[76,91],"text.":[78],"demonstrated":[82],"be":[84],"flexible":[85],"enough":[86],"handle":[88],"multi-modal":[89],"features":[90],"provide":[92],"better":[93],"performance":[94],"than":[95],"state-of-the-art":[97],"methods.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
