{"id":"https://openalex.org/W2510885050","doi":"https://doi.org/10.1109/icip.2016.7532410","title":"Using node relationships for hierarchical classification","display_name":"Using node relationships for hierarchical classification","publication_year":2016,"publication_date":"2016-08-17","ids":{"openalex":"https://openalex.org/W2510885050","doi":"https://doi.org/10.1109/icip.2016.7532410","mag":"2510885050"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2016.7532410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5113502919","display_name":"Tien-Dung Mai","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tien-Dung Mai","raw_affiliation_strings":["VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081841048","display_name":"Thanh Duc Ngo","orcid":"https://orcid.org/0000-0001-6882-0070"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Duc Ngo","raw_affiliation_strings":["VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043063578","display_name":"Duy-Dinh Le","orcid":"https://orcid.org/0000-0003-0356-5501"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Duy-Dinh Le","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078878666","display_name":"Duc Anh Duong","orcid":"https://orcid.org/0000-0002-6329-665X"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc Anh Duong","raw_affiliation_strings":["VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053580743","display_name":"Kiem Hoang","orcid":"https://orcid.org/0009-0007-4003-6736"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Kiem Hoang","raw_affiliation_strings":["VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"VNU-HCM, University of Information Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102743927","display_name":"Shin\u2019ichi Satoh","orcid":"https://orcid.org/0000-0001-6995-6447"},"institutions":[{"id":"https://openalex.org/I184597095","display_name":"National Institute of Informatics","ror":"https://ror.org/04ksd4g47","country_code":"JP","type":"facility","lineage":["https://openalex.org/I1319490839","https://openalex.org/I184597095","https://openalex.org/I4210158934"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shin'ichi Satoh","raw_affiliation_strings":["National Institute of Informatics, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Informatics, Tokyo, Japan","institution_ids":["https://openalex.org/I184597095"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10824","display_name":"Image Retrieval and Classification 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/T11550","display_name":"Text and Document Classification Technologies","score":0.9876000285148621,"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":0.610856831073761},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5265976190567017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33896487951278687},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10777956247329712}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.610856831073761},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5265976190567017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33896487951278687},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10777956247329712},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2016.7532410","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532410","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1576445103","https://openalex.org/W1959000896","https://openalex.org/W1967732418","https://openalex.org/W2002135052","https://openalex.org/W2017814585","https://openalex.org/W2027922120","https://openalex.org/W2043786534","https://openalex.org/W2066941820","https://openalex.org/W2108745803","https://openalex.org/W2112993448","https://openalex.org/W2117539524","https://openalex.org/W2120725344","https://openalex.org/W2121707160","https://openalex.org/W2155144632","https://openalex.org/W2157065343","https://openalex.org/W2162915993","https://openalex.org/W2165874743","https://openalex.org/W6634343353","https://openalex.org/W6641111440","https://openalex.org/W6651107732","https://openalex.org/W6676245398","https://openalex.org/W6682939927","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Hierarchical":[0],"classification":[1,78],"is":[2,18,95],"a":[3,29,48,56,66],"computational":[4],"efficient":[5],"approach":[6,17,50,106],"for":[7,43],"large-scale":[8],"image":[9],"classification.":[10,44],"The":[11],"main":[12],"challenging":[13],"issue":[14],"of":[15,80],"this":[16],"to":[19,51,98],"deal":[20],"with":[21,89],"error":[22,54],"propagation.":[23],"Irrelevant":[24],"branching":[25,53],"decision":[26],"made":[27],"at":[28,35,55],"parent":[30],"node":[31,57,67],"cannot":[32],"be":[33],"corrected":[34],"its":[36,60,81],"child":[37,82],"nodes":[38,85],"in":[39],"traversing":[40],"the":[41,69,100],"tree":[42],"This":[45],"paper":[46],"presents":[47],"novel":[49],"reduce":[52],"by":[58,76],"taking":[59],"relative":[61],"relationship":[62],"into":[63],"account.":[64],"Given":[65],"on":[68,110],"tree,":[70],"we":[71],"model":[72],"each":[73],"candidate":[74],"branch":[75],"considering":[77],"response":[79],"nodes,":[83],"grandchild":[84],"and":[86,113],"their":[87],"differences":[88],"siblings.":[90],"A":[91],"maximum":[92],"margin":[93],"classifier":[94],"then":[96],"applied":[97],"select":[99],"most":[101],"discriminating":[102],"candidate.":[103],"Our":[104],"proposed":[105],"outperforms":[107],"related":[108],"approaches":[109],"Caltech-256,":[111],"SUN-397":[112],"ILSVRC2010-1K.":[114]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}