{"id":"https://openalex.org/W1996055777","doi":"https://doi.org/10.1145/1991996.1992051","title":"Image modality classification","display_name":"Image modality classification","publication_year":2011,"publication_date":"2011-04-18","ids":{"openalex":"https://openalex.org/W1996055777","doi":"https://doi.org/10.1145/1991996.1992051","mag":"1996055777"},"language":"en","primary_location":{"id":"doi:10.1145/1991996.1992051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1991996.1992051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Conference on Multimedia Retrieval","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/A5103023396","display_name":"Xingzhi Sun","orcid":"https://orcid.org/0000-0002-8540-5722"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xingzhi Sun","raw_affiliation_strings":["IBM Research - China, Zhongguancun Software Park Beijing, China"],"affiliations":[{"raw_affiliation_string":"IBM Research - China, Zhongguancun Software Park Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100886514","display_name":"Leiguang Gong","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leiguang Gong","raw_affiliation_strings":["IBM Watson Research Center, Skyline Drive, Hawthorne NY","IBM Watson Research Center, Skyline Drive, Hawthorne NY#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Watson Research Center, Skyline Drive, Hawthorne NY","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM Watson Research Center, Skyline Drive, Hawthorne NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030886753","display_name":"Apostol Natsev","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Apostol Natsev","raw_affiliation_strings":["IBM Watson Research Center, Skyline Drive, Hawthorne NY","IBM Watson Research Center, Skyline Drive, Hawthorne NY#TAB#"],"affiliations":[{"raw_affiliation_string":"IBM Watson Research Center, Skyline Drive, Hawthorne NY","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM Watson Research Center, Skyline Drive, Hawthorne NY#TAB#","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032588140","display_name":"Xiaofei Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofei Teng","raw_affiliation_strings":["IBM Research - China, Zhongguancun Software Park Beijing, China"],"affiliations":[{"raw_affiliation_string":"IBM Research - China, Zhongguancun Software Park Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100739642","display_name":"Li Tian","orcid":"https://orcid.org/0000-0002-6436-4984"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Tian","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","[Shanghai Jiao Tong University, Shanghai, China]"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"[Shanghai Jiao Tong University, Shanghai, China]","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619114","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0002-2926-3977"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["IBM Research - China, Zhongguancun Software Park Beijing, China"],"affiliations":[{"raw_affiliation_string":"IBM Research - China, Zhongguancun Software Park Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100642413","display_name":"Yue Pan","orcid":"https://orcid.org/0000-0003-1590-9703"},"institutions":[{"id":"https://openalex.org/I4210126794","display_name":"IBM Research (China)","ror":"https://ror.org/02yg1pf55","country_code":"CN","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126794"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Pan","raw_affiliation_strings":["IBM Research - China, Zhongguancun Software Park Beijing, China"],"affiliations":[{"raw_affiliation_string":"IBM Research - China, Zhongguancun Software Park Beijing, China","institution_ids":["https://openalex.org/I4210126794"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5103023396"],"corresponding_institution_ids":["https://openalex.org/I4210126794"],"apc_list":null,"apc_paid":null,"fwci":0.2576,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55261328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9932000041007996,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9743000268936157,"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":0.7216106653213501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.698616623878479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6386613845825195},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5711479187011719},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5705068111419678},{"id":"https://openalex.org/keywords/closeness","display_name":"Closeness","score":0.5408769845962524},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5339475870132446},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.45530030131340027},{"id":"https://openalex.org/keywords/ambiguity","display_name":"Ambiguity","score":0.4449649155139923},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.42234525084495544},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37827178835868835},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32889771461486816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16120067238807678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7216106653213501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.698616623878479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6386613845825195},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5711479187011719},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5705068111419678},{"id":"https://openalex.org/C2779545769","wikidata":"https://www.wikidata.org/wiki/Q5135364","display_name":"Closeness","level":2,"score":0.5408769845962524},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5339475870132446},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.45530030131340027},{"id":"https://openalex.org/C2780522230","wikidata":"https://www.wikidata.org/wiki/Q1140419","display_name":"Ambiguity","level":2,"score":0.4449649155139923},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.42234525084495544},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37827178835868835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32889771461486816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16120067238807678},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1991996.1992051","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1991996.1992051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st ACM International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W79621300","https://openalex.org/W1597283066","https://openalex.org/W1976395673","https://openalex.org/W1983291164","https://openalex.org/W2020018365","https://openalex.org/W2064305374","https://openalex.org/W2084802027","https://openalex.org/W2099414070","https://openalex.org/W2116608170","https://openalex.org/W2166289851","https://openalex.org/W2168379145","https://openalex.org/W2305836992","https://openalex.org/W2548695521","https://openalex.org/W2915676267"],"related_works":["https://openalex.org/W1995054232","https://openalex.org/W2156910174","https://openalex.org/W1556709767","https://openalex.org/W2011510925","https://openalex.org/W1557920161","https://openalex.org/W1993023208","https://openalex.org/W4291020658","https://openalex.org/W2593813644","https://openalex.org/W2061476331","https://openalex.org/W2151215270"],"abstract_inverted_index":{"Automatic":[0],"recognition":[1],"or":[2],"classification":[3,64,83,86],"of":[4,25,50,55,80],"medical":[5,13],"image":[6,14],"modality":[7],"can":[8],"provide":[9],"valuable":[10],"information":[11],"for":[12,101],"retrieval":[15],"and":[16,32,52,84],"analysis.":[17],"In":[18],"this":[19],"paper,":[20],"we":[21],"discuss":[22],"an":[23],"application":[24],"SVM":[26],"ensemble":[27],"classifiers":[28],"to":[29,41,72],"the":[30,59,63,102],"problem,":[31],"explore":[33],"a":[34,48,53,73],"confidence":[35],"indicator":[36],"based":[37],"late":[38],"fusion":[39,57,79],"method":[40,61],"resolve":[42],"ambiguity":[43],"across":[44],"competing":[45],"classes.":[46],"Using":[47],"matrix":[49],"closeness":[51],"set":[54],"additional":[56,78],"rules,":[58],"proposed":[60,103],"improves":[62],"performance":[65,100],"by":[66,77],"only":[67],"subjecting":[68],"likely":[69],"misclassified":[70],"samples":[71],"text-based":[74,85],"classifier":[75],"followed":[76],"both":[81],"image-based":[82],"results.":[87],"An":[88],"empirical":[89],"evaluation":[90],"using":[91],"standard":[92],"ImageClef2010":[93],"Medical":[94],"Retrieval":[95],"data":[96],"show":[97],"very":[98],"promising":[99],"approach.":[104]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
