{"id":"https://openalex.org/W1987279411","doi":"https://doi.org/10.1145/1646396.1646418","title":"High-entropy layouts for content-based browsing and retrieval","display_name":"High-entropy layouts for content-based browsing and retrieval","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W1987279411","doi":"https://doi.org/10.1145/1646396.1646418","mag":"1987279411"},"language":"en","primary_location":{"id":"doi:10.1145/1646396.1646418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1646396.1646418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","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/A5100707154","display_name":"Ruixuan Wang","orcid":"https://orcid.org/0000-0003-2575-0142"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ruixuan Wang","raw_affiliation_strings":["University of Dundee, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061241647","display_name":"S.J. McKenna","orcid":"https://orcid.org/0000-0003-0530-2035"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen J. McKenna","raw_affiliation_strings":["University of Dundee, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012529382","display_name":"Junwei Han","orcid":"https://orcid.org/0000-0001-5545-7217"},"institutions":[{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junwei Han","raw_affiliation_strings":["University of Dundee, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Dundee, UK","institution_ids":["https://openalex.org/I177639307"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I177639307"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/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/T11439","display_name":"Video Analysis and Summarization","score":0.9988999962806702,"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":0.8111584186553955},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6144450306892395},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6013946533203125},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4974348843097687},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4648301601409912},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.4621812105178833},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.45025694370269775},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.44050100445747375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3734450340270996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3311921954154968},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2552620470523834}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8111584186553955},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6144450306892395},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6013946533203125},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4974348843097687},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4648301601409912},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.4621812105178833},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.45025694370269775},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.44050100445747375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3734450340270996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3311921954154968},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2552620470523834},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1646396.1646418","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1646396.1646418","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM International Conference on Image and Video Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.407.2962","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.407.2962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.computing.dundee.ac.uk/staff/stephen/CIVR09PrePub.pdf","raw_type":"text"},{"id":"pmh:oai:discovery.dundee.ac.uk:openaire_cris_publications/39a6a031-e1da-4f3a-8fca-244ce1d037e6","is_oa":false,"landing_page_url":"https://discovery.dundee.ac.uk/en/publications/39a6a031-e1da-4f3a-8fca-244ce1d037e6","pdf_url":null,"source":{"id":"https://openalex.org/S4306400523","display_name":"Discovery Research Portal (University of Dundee)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177639307","host_organization_name":"University of Dundee","host_organization_lineage":["https://openalex.org/I177639307"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wang, R, McKenna, S J & Han, J 2009, High-entropy layouts for content-based browsing and retrieval. in CIVR 2009 : proceedings of the ACM International Conference on Image and Video Retrieval. Association for Computing Machinery, New York, pp. 116-123, ACM International Conference on Image and Video Retrieval 2009, Santorini Island, Greece, 8/07/10. https://doi.org/10.1145/1646396.1646418","raw_type":"info:eu-repo/semantics/other"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W59574051","https://openalex.org/W1482742866","https://openalex.org/W1651008648","https://openalex.org/W1969956349","https://openalex.org/W2001141328","https://openalex.org/W2003055620","https://openalex.org/W2091503252","https://openalex.org/W2092306782","https://openalex.org/W2105549229","https://openalex.org/W2116801843","https://openalex.org/W2125101937","https://openalex.org/W2141036335","https://openalex.org/W2155599600","https://openalex.org/W2156718197","https://openalex.org/W2163704252","https://openalex.org/W2951394901","https://openalex.org/W3016094606","https://openalex.org/W3022413497","https://openalex.org/W6836315270","https://openalex.org/W7055832381"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W4391160746","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":{"Multimedia":[0],"browsing":[1],"and":[2,109],"retrieval":[3],"systems":[4],"can":[5],"use":[6],"dimensionality":[7],"reduction":[8],"methods":[9,48,115],"to":[10,17,62],"map":[11],"from":[12],"high-dimensional":[13],"content-based":[14],"feature":[15],"distributions":[16,76],"low-dimensional":[18],"layout":[19,60,69],"spaces":[20],"for":[21],"visualization.":[22],"However,":[23],"this":[24],"often":[25],"results":[26],"in":[27,29,87,89],"displays":[28,88],"which":[30,90],"many":[31,96],"items":[32],"are":[33,38,82,93,98],"occluded":[34],"whilst":[35],"large":[36],"regions":[37,92],"empty":[39],"or":[40,102],"only":[41],"sparsely":[42,100],"populated":[43,101],"with":[44,77,112],"items.":[45],"Furthermore,":[46],"such":[47],"do":[49],"not":[50],"take":[51],"into":[52],"account":[53],"the":[54,57,117,120],"shape":[55],"of":[56,59,119],"region":[58],"space":[61],"be":[63],"populated.":[64],"This":[65],"paper":[66],"proposes":[67],"a":[68,110],"method":[70],"that":[71],"addresses":[72],"these":[73,85],"limitations.":[74],"Layout":[75],"low":[78],"Renyi":[79],"quadratic":[80],"entropy":[81],"penalized":[83],"since":[84],"result":[86],"some":[91],"over-populated":[94],"(i.e.":[95],"images":[97],"occluded),":[99],"empty.":[103],"Experiments":[104],"using":[105],"two":[106,113],"image":[107],"datasets":[108],"comparison":[111],"related":[114],"show":[116],"effectiveness":[118],"proposed":[121],"method.":[122],"1":[123]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
