{"id":"https://openalex.org/W4388543960","doi":"https://doi.org/10.1109/tcyb.2023.3326165","title":"KepSalinst: Using Peripheral Points to Delineate Salient Instances","display_name":"KepSalinst: Using Peripheral Points to Delineate Salient Instances","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388543960","doi":"https://doi.org/10.1109/tcyb.2023.3326165","pmid":"https://pubmed.ncbi.nlm.nih.gov/37943655"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2023.3326165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3326165","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5084535846","display_name":"J.R. Chen","orcid":"https://orcid.org/0000-0002-0469-4463"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jinpeng Chen","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-0469-4463","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091558139","display_name":"Runmin Cong","orcid":"https://orcid.org/0000-0003-0972-4008"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runmin Cong","raw_affiliation_strings":["School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-0972-4008","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020304898","display_name":"Horace H. S. Ip","orcid":"https://orcid.org/0000-0002-1509-9002"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Horace Ho Shing Ip","raw_affiliation_strings":["Department of Computer Science and the Centre for Innovative Applications of Internet and Multimedia Technologies, City University of Hong Kong, Kowloon Tong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-1509-9002","affiliations":[{"raw_affiliation_string":"Department of Computer Science and the Centre for Innovative Applications of Internet and Multimedia Technologies, City University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008386708","display_name":"Sam Kwong","orcid":"https://orcid.org/0000-0001-7484-7261"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sam Kwong","raw_affiliation_strings":["Department of Computing and Decision Science, Lingnan University, Tuen Mun, Hong Kong","Department of Computing and Decision Science, Lingnan University, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-7484-7261","affiliations":[{"raw_affiliation_string":"Department of Computing and Decision Science, Lingnan University, Tuen Mun, Hong Kong","institution_ids":[]},{"raw_affiliation_string":"Department of Computing and Decision Science, Lingnan University, Hong Kong, Hong Kong","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4596,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8469296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"54","issue":"6","first_page":"3392","last_page":"3405"},"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/T11094","display_name":"Face Recognition and Perception","score":0.963699996471405,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9585999846458435,"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/segmentation","display_name":"Segmentation","score":0.7702890038490295},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.7633976340293884},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7382752895355225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6410235166549683},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5635926127433777},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.459320068359375},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4459720253944397},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4434088468551636},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4047204256057739},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1316223442554474}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7702890038490295},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.7633976340293884},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7382752895355225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6410235166549683},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5635926127433777},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.459320068359375},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4459720253944397},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4434088468551636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4047204256057739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1316223442554474},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2023.3326165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2023.3326165","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:37943655","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37943655","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4608080322","display_name":null,"funder_award_id":"62002014","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1567302070","https://openalex.org/W1686810756","https://openalex.org/W1861492603","https://openalex.org/W1905882502","https://openalex.org/W1978479866","https://openalex.org/W2001281158","https://openalex.org/W2026019603","https://openalex.org/W2072761058","https://openalex.org/W2108598243","https://openalex.org/W2131046249","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2605929543","https://openalex.org/W2939217524","https://openalex.org/W2962884579","https://openalex.org/W2962914239","https://openalex.org/W2963032190","https://openalex.org/W2963150697","https://openalex.org/W2963334022","https://openalex.org/W2963351448","https://openalex.org/W2963446712","https://openalex.org/W2963685207","https://openalex.org/W2963915286","https://openalex.org/W2963927307","https://openalex.org/W2970736947","https://openalex.org/W2987701848","https://openalex.org/W2997316506","https://openalex.org/W3006465601","https://openalex.org/W3020677596","https://openalex.org/W3035422681","https://openalex.org/W3082631269","https://openalex.org/W3092663126","https://openalex.org/W3106546328","https://openalex.org/W3108948422","https://openalex.org/W3122006940","https://openalex.org/W3137142667","https://openalex.org/W3139603291","https://openalex.org/W3162412530","https://openalex.org/W3174178235","https://openalex.org/W3175617055","https://openalex.org/W3194790201","https://openalex.org/W3199032418","https://openalex.org/W3204197760","https://openalex.org/W3208937872","https://openalex.org/W4205268584","https://openalex.org/W4206017373","https://openalex.org/W4210793970","https://openalex.org/W4224330024","https://openalex.org/W4225348272","https://openalex.org/W4282914989","https://openalex.org/W4289752563","https://openalex.org/W4292939762","https://openalex.org/W4294982611","https://openalex.org/W4296260519","https://openalex.org/W4296374908","https://openalex.org/W4307771365","https://openalex.org/W4309731565","https://openalex.org/W4312699294","https://openalex.org/W4386066020","https://openalex.org/W6637373629","https://openalex.org/W6784930956"],"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/W4394266730","https://openalex.org/W1990856605","https://openalex.org/W2053783616","https://openalex.org/W2545348020","https://openalex.org/W2347559854"],"abstract_inverted_index":{"Salient":[0],"instance":[1,78],"segmentation":[2,22,32],"(SIS)":[3],"is":[4],"an":[5,55],"emerging":[6],"field":[7],"that":[8,46,106],"evolves":[9],"from":[10],"salient":[11,19],"object":[12],"detection":[13],"(SOD),":[14],"aiming":[15],"at":[16,66],"identifying":[17],"individual":[18],"instances":[20],"using":[21],"maps.":[23],"Inspired":[24],"by":[25,113,139],"the":[26,48,73,77,81,84,90,107,135,144],"success":[27],"of":[28,54,76,137],"dynamic":[29,62,109],"convolutions":[30],"in":[31],"tasks,":[33],"this":[34],"article":[35],"introduces":[36],"a":[37,98,125,141,149],"keypoints-based":[38],"SIS":[39,158],"network":[40],"(KepSalinst).":[41],"It":[42],"employs":[43],"multiple":[44],"keypoints,":[45],"is,":[47],"center":[49],"and":[50,79,163,172],"several":[51],"peripheral":[52,67],"points":[53,68],"instance,":[56],"as":[57],"effective":[58],"geometrical":[59],"guidance":[60],"for":[61,119,143,152],"convolutions.":[63],"The":[64],"features":[65,115],"can":[69],"help":[70],"roughly":[71],"delineate":[72],"spatial":[74],"extent":[75],"complement":[80],"information":[82],"inside":[83],"central":[85],"features.":[86],"To":[87],"fully":[88],"exploit":[89],"complementary":[91],"components":[92],"within":[93],"these":[94,114],"features,":[95],"we":[96,123],"design":[97],"differentiated":[99],"patterns":[100],"fusion":[101],"(DPF)":[102],"module.":[103,131],"This":[104,132],"ensures":[105],"resulting":[108],"convolutional":[110],"filters":[111],"formed":[112],"are":[116],"sufficiently":[117],"comprehensive":[118],"precise":[120],"segmentation.":[121],"Furthermore,":[122],"introduce":[124],"high-level":[126],"semantic":[127],"guided":[128],"saliency":[129,138,150],"(HSGS)":[130],"module":[133],"enhances":[134],"perception":[136],"predicting":[140],"map":[142],"input":[145],"image":[146],"to":[147],"estimate":[148],"score":[151],"each":[153],"segmented":[154],"instance.":[155],"On":[156],"four":[157],"datasets":[159],"(ILSO,":[160],"SOC,":[161],"SIS10K,":[162],"COME15K),":[164],"our":[165],"KepSalinst":[166],"outperforms":[167],"all":[168],"previous":[169],"models":[170],"qualitatively":[171],"quantitatively.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}