{"id":"https://openalex.org/W2992822461","doi":"https://doi.org/10.1109/tie.2019.2956418","title":"Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems","display_name":"Salient Object Detection by Spatiotemporal and Semantic Features in Real-Time Video Processing Systems","publication_year":2019,"publication_date":"2019-12-05","ids":{"openalex":"https://openalex.org/W2992822461","doi":"https://doi.org/10.1109/tie.2019.2956418","mag":"2992822461"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2019.2956418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2956418","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-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/A5063013411","display_name":"Yuming Fang","orcid":"https://orcid.org/0000-0002-6946-3586"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuming Fang","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056815630","display_name":"Guanqun Ding","orcid":"https://orcid.org/0000-0002-0199-4612"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanqun Ding","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037182288","display_name":"Wenying Wen","orcid":"https://orcid.org/0000-0002-3098-4640"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenying Wen","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024606637","display_name":"Feiniu Yuan","orcid":"https://orcid.org/0000-0003-3286-1481"},"institutions":[{"id":"https://openalex.org/I21945476","display_name":"Shanghai Normal University","ror":"https://ror.org/01cxqmw89","country_code":"CN","type":"education","lineage":["https://openalex.org/I21945476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feiniu Yuan","raw_affiliation_strings":["College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"College of Information, Mechanical and Electrical Engineering, Shanghai Normal University, Shanghai, China","institution_ids":["https://openalex.org/I21945476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111595030","display_name":"Yong Yang","orcid":"https://orcid.org/0000-0002-9831-8783"},"institutions":[{"id":"https://openalex.org/I59649739","display_name":"Jiangxi University of Finance and Economics","ror":"https://ror.org/03efmyj29","country_code":"CN","type":"education","lineage":["https://openalex.org/I59649739"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Yang","raw_affiliation_strings":["School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Jiangxi University of Finance and Economics, Nanchang, China","institution_ids":["https://openalex.org/I59649739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055905608","display_name":"Zhijun Fang","orcid":"https://orcid.org/0000-0001-8563-5678"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Fang","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403129","display_name":"Weisi Lin","orcid":"https://orcid.org/0000-0001-9866-1947"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Weisi Lin","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5063013411"],"corresponding_institution_ids":["https://openalex.org/I59649739"],"apc_list":null,"apc_paid":null,"fwci":0.8098,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77811322,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"67","issue":"11","first_page":"9893","last_page":"9903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":1.0,"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":1.0,"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/T10627","display_name":"Advanced Image and Video Retrieval 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/T11165","display_name":"Image and Video Quality Assessment","score":0.989799976348877,"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":0.8012054562568665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6879261136054993},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6209814548492432},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5626327395439148},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5032872557640076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48317423462867737},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4604102075099945},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4498608708381653},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4441901445388794},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4301723837852478},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.416337251663208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8012054562568665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6879261136054993},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6209814548492432},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5626327395439148},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5032872557640076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48317423462867737},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4604102075099945},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4498608708381653},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4441901445388794},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4301723837852478},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.416337251663208},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2019.2956418","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2019.2956418","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G300724185","display_name":null,"funder_award_id":"61822109","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4813989245","display_name":null,"funder_award_id":"61571212","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5773995061","display_name":null,"funder_award_id":"161061","funder_id":"https://openalex.org/F4320326297","funder_display_name":"Fok Ying Tung Education Foundation"},{"id":"https://openalex.org/G5977743603","display_name":null,"funder_award_id":"61961022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6526597981","display_name":null,"funder_award_id":"61772328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326297","display_name":"Fok Ying Tung Education Foundation","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1522734439","https://openalex.org/W1536680647","https://openalex.org/W1686810756","https://openalex.org/W1745334888","https://openalex.org/W1836465849","https://openalex.org/W1894057436","https://openalex.org/W1907877624","https://openalex.org/W1942214758","https://openalex.org/W1947031653","https://openalex.org/W1954128991","https://openalex.org/W1980120082","https://openalex.org/W1982075130","https://openalex.org/W1994642659","https://openalex.org/W2031708389","https://openalex.org/W2039546655","https://openalex.org/W2043331342","https://openalex.org/W2046835352","https://openalex.org/W2060196876","https://openalex.org/W2072725829","https://openalex.org/W2100470808","https://openalex.org/W2102148524","https://openalex.org/W2108598243","https://openalex.org/W2110019070","https://openalex.org/W2118985252","https://openalex.org/W2124001136","https://openalex.org/W2138682569","https://openalex.org/W2141200610","https://openalex.org/W2147347517","https://openalex.org/W2161086211","https://openalex.org/W2163605009","https://openalex.org/W2212216676","https://openalex.org/W2271840356","https://openalex.org/W2291807153","https://openalex.org/W2293193551","https://openalex.org/W2293332611","https://openalex.org/W2338972621","https://openalex.org/W2395611524","https://openalex.org/W2461475918","https://openalex.org/W2470139095","https://openalex.org/W2501148868","https://openalex.org/W2519528544","https://openalex.org/W2521803624","https://openalex.org/W2547489168","https://openalex.org/W2556053754","https://openalex.org/W2569272946","https://openalex.org/W2587403786","https://openalex.org/W2589036197","https://openalex.org/W2618530766","https://openalex.org/W2624257031","https://openalex.org/W2744613561","https://openalex.org/W2745150820","https://openalex.org/W2754188632","https://openalex.org/W2757028014","https://openalex.org/W2777774479","https://openalex.org/W2785594077","https://openalex.org/W2798825526","https://openalex.org/W2799108379","https://openalex.org/W2884555738","https://openalex.org/W2895340898","https://openalex.org/W2904232353","https://openalex.org/W2921536280","https://openalex.org/W2938260698","https://openalex.org/W2939217524","https://openalex.org/W2962835968","https://openalex.org/W2963112696","https://openalex.org/W2963581854","https://openalex.org/W2963685207","https://openalex.org/W2964121744","https://openalex.org/W2965638232","https://openalex.org/W3099036286","https://openalex.org/W3099561715","https://openalex.org/W3103757879","https://openalex.org/W4288798638","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6694517276","https://openalex.org/W6761797528"],"related_works":["https://openalex.org/W2329500892","https://openalex.org/W28991112","https://openalex.org/W2370726991","https://openalex.org/W2369710579","https://openalex.org/W4327728159","https://openalex.org/W1990856605","https://openalex.org/W2053783616","https://openalex.org/W2969228573","https://openalex.org/W2965594636","https://openalex.org/W2912550626"],"abstract_inverted_index":{"Object":[0],"detection":[1,28,44,70,164],"is":[2],"significant":[3],"for":[4,30,66,83,98,122,131,153,175],"event":[5],"analysis":[6],"in":[7,21,45,168],"various":[8],"intelligent":[9],"multimedia":[10,47],"processing":[11,48],"systems.":[12,49],"Although":[13],"there":[14],"have":[15],"been":[16],"many":[17],"studies":[18],"conducting":[19],"research":[20],"this":[22,38],"area,":[23],"effective":[24,64],"and":[25,56,75,128,173],"efficient":[26],"object":[27,43,69,84,163],"methods":[29],"video":[31,67,176],"sequences":[32,177],"are":[33],"still":[34],"much":[35],"desired.":[36],"In":[37,107],"article,":[39],"we":[40,60,91,114,137],"investigate":[41],"salient":[42,68,162],"real-time":[46],"Considering":[50],"the":[51,132,160,180],"intrinsic":[52],"relationship":[53],"between":[54,125],"top-down":[55,80],"bottom-up":[57,95],"saliency":[58,134],"features,":[59],"present":[61],"a":[62,87,103,118,139],"new":[63],"method":[65],"based":[71],"on":[72],"deep":[73],"semantic":[74,81,126],"spatiotemporal":[76,96,129],"cues.":[77],"After":[78],"extracting":[79],"features":[82,112,127],"perception":[85,100],"by":[86,102],"2-D":[88],"convolutional":[89,105],"network,":[90],"concatenate":[92],"them":[93,116],"with":[94,144,179],"cues":[97,130],"motion":[99],"extracted":[101],"3-D":[104,119],"network.":[106],"order":[108],"to":[109],"combine":[110],"these":[111],"effectively,":[113],"feed":[115],"into":[117],"deconvolutional":[120],"network":[121],"feature-sharing":[123],"learning":[124],"final":[133],"prediction.":[135],"Additionally,":[136],"propose":[138],"novel":[140],"Gaussian-like":[141],"loss":[142],"function":[143],"an":[145],"L":[146],"<sub":[147],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[148],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[149],"-norm":[150],"regularization":[151],"term":[152],"parameter":[154],"learning.":[155],"Experimental":[156],"results":[157],"show":[158],"that":[159],"proposed":[161],"approach":[165],"performs":[166],"better":[167],"terms":[169],"of":[170],"both":[171],"effectiveness":[172],"efficiency":[174],"compared":[178],"state-of-the-art":[181],"models.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}