{"id":"https://openalex.org/W2039370131","doi":"https://doi.org/10.1145/2499788.2499811","title":"Image classification with saliency region and multi-task learning","display_name":"Image classification with saliency region and multi-task learning","publication_year":2013,"publication_date":"2013-08-17","ids":{"openalex":"https://openalex.org/W2039370131","doi":"https://doi.org/10.1145/2499788.2499811","mag":"2039370131"},"language":"en","primary_location":{"id":"doi:10.1145/2499788.2499811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499788.2499811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service","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/A5070905937","display_name":"Wei Xu","orcid":"https://orcid.org/0000-0002-7044-3232"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xu","raw_affiliation_strings":["Tianjin University, Tianjin, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, P.R. China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101138291","display_name":"Xuemeng Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemeng Yang","raw_affiliation_strings":["Tianjin University, Tianjin, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, P.R. China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005367680","display_name":"Zhong Ji","orcid":"https://orcid.org/0000-0002-2197-3739"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhong Ji","raw_affiliation_strings":["Tianjin University, Tianjin, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, P.R. China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.10935043,"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":"199","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9998000264167786,"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":0.9995999932289124,"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":0.9958999752998352,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8122310638427734},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7548797130584717},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6925774216651917},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6537818908691406},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6157920360565186},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5231819748878479},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.47545453906059265},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47284629940986633},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38090288639068604},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3682430684566498}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8122310638427734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7548797130584717},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6925774216651917},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6537818908691406},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6157920360565186},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5231819748878479},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.47545453906059265},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47284629940986633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38090288639068604},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3682430684566498},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2499788.2499811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2499788.2499811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G120238521","display_name":null,"funder_award_id":"61271325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309398","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1666447063","https://openalex.org/W1985583020","https://openalex.org/W1987801991","https://openalex.org/W1995536521","https://openalex.org/W1996141620","https://openalex.org/W2018184190","https://openalex.org/W2037954058","https://openalex.org/W2049633694","https://openalex.org/W2084401272","https://openalex.org/W2095609079","https://openalex.org/W2108544580","https://openalex.org/W2115973703","https://openalex.org/W2142126424","https://openalex.org/W2155904486","https://openalex.org/W2162915993","https://openalex.org/W2323909043","https://openalex.org/W2911606346","https://openalex.org/W3006305366","https://openalex.org/W3176049587","https://openalex.org/W4231061463"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2005234362","https://openalex.org/W1997235926"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,31],"propose":[4],"a":[5],"novel":[6],"image":[7,39],"classification":[8,83],"method":[9,20,80],"based":[10],"on":[11,67],"saliency":[12,41],"region":[13,36,92],"and":[14,27,49,55,59,73,85],"multi-task":[15],"learning":[16],"(MTL).":[17],"The":[18],"proposed":[19],"has":[21,81],"the":[22,34,63,87],"advantages":[23],"of":[24,37],"both":[25],"region-based":[26],"MTL-based":[28],"methods.":[29],"Specifically,":[30],"first":[32],"detect":[33],"object":[35],"an":[38],"with":[40],"detection":[42],"technique,":[43],"then":[44,50],"extract":[45],"its":[46],"visual":[47],"features,":[48],"cluster":[51],"them":[52],"into":[53],"groups,":[54],"finally":[56],"employ":[57],"MTL":[58],"SVM":[60],"to":[61],"build":[62],"classifier.":[64],"Experimental":[65],"results":[66],"two":[68],"popular":[69],"data":[70],"sets":[71],"(Corel":[72],"Caltech":[74],"101)":[75],"have":[76],"shown":[77],"that":[78],"our":[79],"satisfactory":[82],"performances":[84],"outperforms":[86],"traditional":[88],"methods":[89],"employing":[90],"only":[91],"information":[93],"or":[94],"MTL.":[95]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}