{"id":"https://openalex.org/W2566789337","doi":"https://doi.org/10.1145/3009977.3010010","title":"Towards semantic visual representation","display_name":"Towards semantic visual representation","publication_year":2016,"publication_date":"2016-12-18","ids":{"openalex":"https://openalex.org/W2566789337","doi":"https://doi.org/10.1145/3009977.3010010","mag":"2566789337"},"language":"en","primary_location":{"id":"doi:10.1145/3009977.3010010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3009977.3010010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing","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/A5024899038","display_name":"Konda Reddy Mopuri","orcid":"https://orcid.org/0000-0001-8894-7212"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Konda Reddy Mopuri","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113777904","display_name":"R. Venkatesh Babu","orcid":null},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Venkatesh Babu","raw_affiliation_strings":["Indian Institute of Science, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024899038"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.334,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68241395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11714","display_name":"Multimodal Machine Learning Applications","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":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8300561904907227},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6372814774513245},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6077491044998169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.592761218547821},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5696738362312317},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5479764938354492},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.5031613707542419},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.45690882205963135},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.43928852677345276},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.42942166328430176},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4244529902935028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32155072689056396},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11237451434135437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8300561904907227},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6372814774513245},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6077491044998169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.592761218547821},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5696738362312317},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5479764938354492},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.5031613707542419},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.45690882205963135},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.43928852677345276},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.42942166328430176},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4244529902935028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32155072689056396},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11237451434135437},{"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3009977.3010010","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3009977.3010010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W21006490","https://openalex.org/W68733909","https://openalex.org/W93016980","https://openalex.org/W114341944","https://openalex.org/W1539309091","https://openalex.org/W1614298861","https://openalex.org/W1666447063","https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1897761818","https://openalex.org/W1905882502","https://openalex.org/W1934863104","https://openalex.org/W1946367136","https://openalex.org/W1972306304","https://openalex.org/W2020842694","https://openalex.org/W2029163572","https://openalex.org/W2066134726","https://openalex.org/W2100235303","https://openalex.org/W2108670750","https://openalex.org/W2112912048","https://openalex.org/W2117539524","https://openalex.org/W2123024445","https://openalex.org/W2123576058","https://openalex.org/W2124033848","https://openalex.org/W2125263373","https://openalex.org/W2126725946","https://openalex.org/W2127411609","https://openalex.org/W2140679639","https://openalex.org/W2141599568","https://openalex.org/W2149557440","https://openalex.org/W2151103935","https://openalex.org/W2153579005","https://openalex.org/W2155803963","https://openalex.org/W2161969291","https://openalex.org/W2163605009","https://openalex.org/W2163740729","https://openalex.org/W2165947725","https://openalex.org/W2170942078","https://openalex.org/W2175675225","https://openalex.org/W2185175083","https://openalex.org/W2250539671","https://openalex.org/W2465870074","https://openalex.org/W2559655401","https://openalex.org/W2618530766","https://openalex.org/W2950179405","https://openalex.org/W2950276680","https://openalex.org/W2950577311","https://openalex.org/W2950700180","https://openalex.org/W2950726992","https://openalex.org/W2951714314","https://openalex.org/W2952122856","https://openalex.org/W2998704965","https://openalex.org/W3000226596","https://openalex.org/W4285719527","https://openalex.org/W6629028937","https://openalex.org/W6639102338","https://openalex.org/W6674914833","https://openalex.org/W6678360021","https://openalex.org/W6678450754","https://openalex.org/W6678470764","https://openalex.org/W6678852649","https://openalex.org/W6684102473"],"related_works":["https://openalex.org/W2468279273","https://openalex.org/W2354198838","https://openalex.org/W1989130879","https://openalex.org/W2103419012","https://openalex.org/W2944823289","https://openalex.org/W3037018281","https://openalex.org/W2988126442","https://openalex.org/W2003209439","https://openalex.org/W4321854979","https://openalex.org/W2358319515"],"abstract_inverted_index":{"Learning":[0],"image":[1,39,47,77,106,145,158],"representations":[2],"has":[3],"been":[4,57],"an":[5,142],"interesting":[6],"and":[7,73],"challenging":[8],"problem.":[9],"When":[10],"users":[11],"upload":[12],"images":[13],"to":[14,59,68,88,103,125],"photo":[15],"sharing":[16],"websites,":[17],"they":[18,96],"often":[19],"provide":[20],"multiple":[21],"textual":[22],"tags":[23,29,65,94],"for":[24,166],"ease":[25],"of":[26,37,92],"reference.":[27],"These":[28],"can":[30],"reveal":[31],"significant":[32],"information":[33,62],"about":[34],"the":[35,38,42,46,49,70,80,89,93,105,109,127,132,162],"content":[36],"such":[40],"as":[41],"objects":[43],"present":[44],"in":[45,66,141,154],"or":[48],"action":[50],"that":[51,112,150],"is":[52],"taking":[53],"place.":[54],"Approaches":[55],"have":[56],"proposed":[58],"extract":[60],"additional":[61],"from":[63],"these":[64],"order":[67],"augment":[69],"visual":[71,133],"cues":[72],"build":[74],"a":[75,155],"multi-modal":[76,144,157],"representation.":[78,146],"However,":[79],"existing":[81],"approaches":[82],"do":[83],"not":[84],"pay":[85],"much":[86],"attention":[87],"semantic":[90],"meaning":[91],"while":[95],"encode.":[97],"In":[98],"this":[99],"work,":[100],"we":[101],"attempt":[102],"enrich":[104],"representation":[107,159],"with":[108],"tag":[110,128],"encodings":[111],"leverage":[113],"their":[114],"semantics.":[115],"Our":[116],"approach":[117,139,152],"utilizes":[118],"neural":[119],"network":[120],"based":[121],"natural":[122],"language":[123],"descriptors":[124],"represent":[126],"information.":[129],"By":[130],"complementing":[131],"features":[134],"learned":[135],"by":[136,160],"convnets,":[137],"our":[138,151],"results":[140,153],"efficient":[143],"Experimental":[147],"evaluation":[148],"suggests":[149],"better":[156],"exploiting":[161],"two":[163],"data":[164],"modalities":[165],"classification":[167],"on":[168],"benchmark":[169],"datasets.":[170]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
