{"id":"https://openalex.org/W1979953647","doi":"https://doi.org/10.1109/wiamis.2013.6616162","title":"Challenges of finding aesthetically pleasing images","display_name":"Challenges of finding aesthetically pleasing images","publication_year":2013,"publication_date":"2013-07-01","ids":{"openalex":"https://openalex.org/W1979953647","doi":"https://doi.org/10.1109/wiamis.2013.6616162","mag":"1979953647"},"language":"en","primary_location":{"id":"doi:10.1109/wiamis.2013.6616162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wiamis.2013.6616162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1154359","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001101188","display_name":"Jo\u00e3o Pascoal Faria","orcid":"https://orcid.org/0000-0003-3825-3954"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Joao Faria","raw_affiliation_strings":["Cranfield University"],"affiliations":[{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032685737","display_name":"Stanislav Bagley","orcid":null},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]},{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB","HK"],"is_corresponding":false,"raw_author_name":"Stanislav Bagley","raw_affiliation_strings":["Open University, UK","the Open University"],"affiliations":[{"raw_affiliation_string":"Open University, UK","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"the Open University","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112279721","display_name":"Stefan R\u00fcger","orcid":null},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]},{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB","HK"],"is_corresponding":false,"raw_author_name":"Stefan Ruger","raw_affiliation_strings":["Open University, UK","the Open University"],"affiliations":[{"raw_affiliation_string":"Open University, UK","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"the Open University","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045115593","display_name":"Toby P. Breckon","orcid":"https://orcid.org/0000-0003-1666-7590"},"institutions":[{"id":"https://openalex.org/I82284825","display_name":"Cranfield University","ror":"https://ror.org/05cncd958","country_code":"GB","type":"education","lineage":["https://openalex.org/I82284825"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Toby Breckon","raw_affiliation_strings":["Cranfield University, UK","Cranfield University"],"affiliations":[{"raw_affiliation_string":"Cranfield University, UK","institution_ids":["https://openalex.org/I82284825"]},{"raw_affiliation_string":"Cranfield University","institution_ids":["https://openalex.org/I82284825"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001101188"],"corresponding_institution_ids":["https://openalex.org/I82284825"],"apc_list":null,"apc_paid":null,"fwci":0.5529,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68694254,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification 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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7511841058731079},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7234558463096619},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6820589900016785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6368885040283203},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.6317105293273926},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6207024455070496},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.543533205986023},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.5215025544166565},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4916701912879944},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42598390579223633},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4009479582309723}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7511841058731079},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7234558463096619},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6820589900016785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6368885040283203},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.6317105293273926},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6207024455070496},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.543533205986023},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.5215025544166565},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4916701912879944},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42598390579223633},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4009479582309723},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wiamis.2013.6616162","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wiamis.2013.6616162","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 14th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.391.3108","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.391.3108","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://breckon.eu/toby/publications/papers/faria13aesthetics.pdf","raw_type":"text"},{"id":"pmh:oai:durham-repository.worktribe.com:1154359","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1154359","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1154359","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1154359","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Presentation / Conference Contribution"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G7824420385","display_name":null,"funder_award_id":"EP/J010375/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W203819656","https://openalex.org/W1511924373","https://openalex.org/W1566135517","https://openalex.org/W1997095443","https://openalex.org/W2009627211","https://openalex.org/W2078807908","https://openalex.org/W2104915826","https://openalex.org/W2136585056","https://openalex.org/W2159334585","https://openalex.org/W2161969291","https://openalex.org/W2170658603","https://openalex.org/W2170942078","https://openalex.org/W2911964244","https://openalex.org/W6630520941","https://openalex.org/W6649928981","https://openalex.org/W6675445837","https://openalex.org/W6685083886","https://openalex.org/W6890027882"],"related_works":["https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3011239835","https://openalex.org/W3135818052","https://openalex.org/W4312534362","https://openalex.org/W4386970009","https://openalex.org/W3213126983","https://openalex.org/W3185760728"],"abstract_inverted_index":{"We":[0,15,40,55],"present":[1],"an":[2],"analysis":[3],"of":[4,10,19,59],"existing":[5,23,48],"methods":[6],"to":[7,13,50,67,74],"automatic":[8],"classification":[9,21,36,53,65,70],"photos":[11],"according":[12],"aesthetics.":[14],"review":[16],"different":[17],"components":[18],"the":[20,47,52,57],"process:":[22],"evaluation":[24],"datasets,":[25],"their":[26],"properties,":[27],"most":[28],"commonly-used":[29],"image":[30,68],"features,":[31],"qualitative":[32],"and":[33,35,71,76],"quantitative,":[34],"results":[37,58],"where":[38],"comparable.":[39],"argue":[41],"there":[42],"are":[43],"methodology":[44],"gaps":[45],"in":[46],"approaches":[49],"evaluating":[51],"results.":[54],"introduce":[56],"our":[60],"experiments":[61],"with":[62],"Random":[63],"Forest":[64],"applied":[66],"aesthetics":[69],"compare":[72],"them":[73],"AdaBoost":[75],"SVM":[77],"approaches.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
