{"id":"https://openalex.org/W3083344809","doi":"https://doi.org/10.1109/mwscas48704.2020.9184491","title":"Real-time Image Aesthetic Score Prediction for Portable Devices","display_name":"Real-time Image Aesthetic Score Prediction for Portable Devices","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3083344809","doi":"https://doi.org/10.1109/mwscas48704.2020.9184491","mag":"3083344809"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas48704.2020.9184491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas48704.2020.9184491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS)","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/A5080411895","display_name":"Prashanth Venkataswamy","orcid":null},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Prashanth Venkataswamy","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068820891","display_name":"M. Omair Ahmad","orcid":"https://orcid.org/0000-0002-2924-6659"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M. Omair Ahmad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013967994","display_name":"M.N.S. Swamy","orcid":"https://orcid.org/0000-0002-3989-5476"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"M.N.S Swamy","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Concordia University, Montreal, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60158472"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"570","last_page":"573"},"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/T12650","display_name":"Aesthetic Perception and Analysis","score":0.9972000122070312,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9948999881744385,"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":0.6525474190711975},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48322662711143494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4795098602771759},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.472726970911026},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.39624202251434326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6525474190711975},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48322662711143494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4795098602771759},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.472726970911026},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.39624202251434326}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwscas48704.2020.9184491","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwscas48704.2020.9184491","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 63rd International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W23673739","https://openalex.org/W1428011168","https://openalex.org/W1896080482","https://openalex.org/W1994739392","https://openalex.org/W2068749744","https://openalex.org/W2069639113","https://openalex.org/W2078807908","https://openalex.org/W2417288846","https://openalex.org/W2612445135","https://openalex.org/W2888877327","https://openalex.org/W2951262072","https://openalex.org/W4297775537","https://openalex.org/W6628271884","https://openalex.org/W6667769852","https://openalex.org/W6737664043"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747"],"abstract_inverted_index":{"With":[0],"rapid":[1],"advancements":[2,30],"in":[3,5,14,27,31],"technology,":[4],"recent":[6],"times":[7],"we":[8,52,92],"have":[9,33],"witnessed":[10],"tremendous":[11],"strides":[12],"taken":[13],"camera":[15],"and":[16,44,81,108,113,124],"imaging":[17,32],"sciences.":[18],"Digital":[19],"processing":[20],"has":[21],"also":[22],"added":[23],"to":[24,54,56,122],"exceptional":[25],"details":[26],"photography.":[28],"The":[29,68],"created":[34],"a":[35,39,94,105,118],"gap":[36],"between":[37],"capturing":[38],"moment":[40],"centered":[41],"around":[42],"aesthetics":[43,63],"random":[45],"captures":[46],"without":[47],"meaning.":[48],"In":[49],"this":[50],"work,":[51],"aim":[53],"provide":[55],"users":[57],"an":[58],"insightful":[59],"feedback":[60,69],"on":[61,71,128],"the":[62,65,72,126],"of":[64,74],"images":[66,127],"captured.":[67,88],"concentrates":[70],"rule":[73],"thirds,":[75],"high":[76],"dynamic":[77],"range,":[78],"color,":[79],"content":[80],"various":[82],"quality":[83],"aspects":[84],"for":[85,110],"each":[86],"image":[87,98],"To":[89],"achieve":[90],"this,":[91],"propose":[93],"hierarchical":[95],"real":[96],"time":[97],"aesthetic":[99,120],"score":[100,125],"prediction":[101],"technique.":[102],"We":[103],"use":[104],"modified":[106],"YOLO-CNN":[107],"Mobilenet":[109],"object":[111],"detection":[112],"style":[114],"prediction,":[115],"followed":[116],"by":[117],"multi-threaded":[119],"predictor":[121],"analyze":[123],"portable":[129],"devices.":[130]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}