{"id":"https://openalex.org/W3016139543","doi":"https://doi.org/10.1109/icassp40776.2020.9054702","title":"Ensemble Network For Ranking Images Based On Visual Appeal","display_name":"Ensemble Network For Ranking Images Based On Visual Appeal","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3016139543","doi":"https://doi.org/10.1109/icassp40776.2020.9054702","mag":"3016139543"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5072672307","display_name":"Sachin Singh","orcid":"https://orcid.org/0000-0003-2788-5462"},"institutions":[{"id":"https://openalex.org/I94234084","display_name":"Indian Institute of Technology Kanpur","ror":"https://ror.org/05pjsgx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I94234084"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sachin Singh","raw_affiliation_strings":["IIT Kanpur, India"],"affiliations":[{"raw_affiliation_string":"IIT Kanpur, India","institution_ids":["https://openalex.org/I94234084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100634965","display_name":"V\u00edctor S\u00e1nchez","orcid":"https://orcid.org/0000-0002-7089-7031"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Victor Sanchez","raw_affiliation_strings":["University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021354054","display_name":"Tanaya Guha","orcid":"https://orcid.org/0000-0003-2167-4891"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tanaya Guha","raw_affiliation_strings":["University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5072672307"],"corresponding_institution_ids":["https://openalex.org/I94234084"],"apc_list":null,"apc_paid":null,"fwci":0.0977,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36741278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4507","last_page":"4511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9997000098228455,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9997000098228455,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9976000189781189,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9790999889373779,"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":0.7656830549240112},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.7548514604568481},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.640625536441803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6404944658279419},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6234344244003296},{"id":"https://openalex.org/keywords/unavailability","display_name":"Unavailability","score":0.5808987021446228},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4879140555858612},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48038607835769653},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44740206003189087},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44272685050964355},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3389347493648529},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3277122378349304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08841574192047119},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07835027575492859}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7656830549240112},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.7548514604568481},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.640625536441803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6404944658279419},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6234344244003296},{"id":"https://openalex.org/C2780505938","wikidata":"https://www.wikidata.org/wiki/Q17093282","display_name":"Unavailability","level":2,"score":0.5808987021446228},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4879140555858612},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48038607835769653},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44740206003189087},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44272685050964355},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3389347493648529},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3277122378349304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08841574192047119},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07835027575492859},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1606493646","https://openalex.org/W1982471090","https://openalex.org/W2007773296","https://openalex.org/W2009678853","https://openalex.org/W2035720976","https://openalex.org/W2051596736","https://openalex.org/W2078807908","https://openalex.org/W2080754665","https://openalex.org/W2094637479","https://openalex.org/W2217895792","https://openalex.org/W2417288846","https://openalex.org/W2548676029","https://openalex.org/W2752773286","https://openalex.org/W2767348466","https://openalex.org/W3101314801","https://openalex.org/W3101840568","https://openalex.org/W6636276258","https://openalex.org/W6785125108"],"related_works":["https://openalex.org/W4237235066","https://openalex.org/W2026539069","https://openalex.org/W207884067","https://openalex.org/W3127016596","https://openalex.org/W2365973415","https://openalex.org/W3146085540","https://openalex.org/W1482423459","https://openalex.org/W2996457675","https://openalex.org/W2129918226","https://openalex.org/W843992174"],"abstract_inverted_index":{"We":[0,37,60,167],"propose":[1,61,89],"a":[2,18,62,74,90,129,154],"computational":[3],"framework":[4,187],"for":[5,97,131],"ranking":[6,23,134],"images":[7,195],"(group":[8],"photos":[9,161],"in":[10,116],"particular)":[11],"taken":[12,162],"at":[13],"the":[14,35,46,107,113,117,124,132,147,185,191],"same":[15],"event":[16],"within":[17],"short":[19],"time":[20],"span.":[21],"The":[22],"is":[24,65],"expected":[25],"to":[26,50,77,109,123,146,200],"correspond":[27],"with":[28,196],"human":[29,201],"perception":[30],"of":[31,34,68,79,149,157,194],"overall":[32,192],"appeal":[33,49,82,193],"images.":[36,102],"hypothesize":[38],"and":[39,57,119,141,174],"provide":[40],"evidence":[41],"through":[42],"subjective":[43],"analysis":[44],"that":[45,48,136,184],"factors":[47],"humans":[51],"are":[52],"its":[53],"emotional":[54],"content,":[55],"aesthetics":[56,140],"image":[58,133,142],"quality.":[59],"network":[63,93,108,130],"which":[64],"an":[66],"ensemble":[67],"three":[69,80],"information":[70],"channels,":[71],"each":[72],"predicting":[73,98],"score":[75],"corresponding":[76,199],"one":[78],"visual":[81],"factors.":[83],"For":[84],"group":[85,99,138,160],"emotion":[86,100],"estimation,":[87],"we":[88,127,152],"convolutional":[91],"neural":[92],"(CNN)":[94],"based":[95],"architecture":[96,105],"from":[101],"This":[103],"new":[104,155],"enforces":[106],"put":[110],"emphasis":[111],"on":[112,171],"important":[114],"regions":[115],"images,":[118],"achieves":[120],"comparable":[121],"results":[122,170,197],"state-of-the-art.":[125],"Next,":[126],"develop":[128],"task":[135],"combines":[137],"emotion,":[139],"quality":[143],"scores.":[144],"Owing":[145],"unavailability":[148],"suitable":[150],"databases,":[151],"created":[153],"database":[156,173],"manually":[158],"annotated":[159],"during":[163],"various":[164],"social":[165],"events.":[166],"present":[168],"experimental":[169],"this":[172],"other":[175],"benchmark":[176],"databases":[177],"whenever":[178],"available.":[179],"Overall,":[180],"our":[181],"experiments":[182],"show":[183],"proposed":[186],"can":[188],"reliably":[189],"predict":[190],"closely":[198],"ranking.":[202]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}