{"id":"https://openalex.org/W4323065857","doi":"https://doi.org/10.1109/tip.2023.3249579","title":"Event-Based Semantic Segmentation With Posterior Attention","display_name":"Event-Based Semantic Segmentation With Posterior Attention","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323065857","doi":"https://doi.org/10.1109/tip.2023.3249579","pmid":"https://pubmed.ncbi.nlm.nih.gov/37028052"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3249579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3249579","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5034551204","display_name":"Zexi Jia","orcid":"https://orcid.org/0000-0002-5044-9987"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zexi Jia","raw_affiliation_strings":["School of Intelligence Science and Technology, Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5044-9987","affiliations":[{"raw_affiliation_string":"School of Intelligence Science and Technology, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016284649","display_name":"Kaichao You","orcid":"https://orcid.org/0000-0002-1955-3743"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaichao You","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1955-3743","affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103163398","display_name":"Weihua He","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua He","raw_affiliation_strings":["Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2704-9475","affiliations":[{"raw_affiliation_string":"Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082150541","display_name":"Yang Tian","orcid":"https://orcid.org/0000-0002-4830-6784"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Tian","raw_affiliation_strings":["Department of Psychology, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084037279","display_name":"Yongxiang Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxiang Feng","raw_affiliation_strings":["Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808569","display_name":"Yaoyuan Wang","orcid":"https://orcid.org/0000-0003-1060-4898"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyuan Wang","raw_affiliation_strings":["Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067168484","display_name":"Xu Jia","orcid":"https://orcid.org/0000-0003-3168-3505"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Jia","raw_affiliation_strings":["School of Artificial Intelligence, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063901345","display_name":"Yihang Lou","orcid":"https://orcid.org/0000-0002-8143-389X"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihang Lou","raw_affiliation_strings":["Intelligent Vision Department, Huawei Technologies Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Vision Department, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458616","display_name":"Jingyi Zhang","orcid":"https://orcid.org/0000-0002-0931-1302"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Zhang","raw_affiliation_strings":["Ascend Laboratory, Huawei Technologies Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ascend Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018970859","display_name":"Guoqi Li","orcid":"https://orcid.org/0000-0002-8994-431X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqi Li","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8994-431X","affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100357835","display_name":"Ziyang Zhang","orcid":"https://orcid.org/0000-0002-7739-1287"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Zhang","raw_affiliation_strings":["Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5034551204"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":5.1843,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.96195829,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"32","issue":null,"first_page":"1829","last_page":"1842"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9916999936103821,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8085052371025085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8079506158828735},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6388735771179199},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5870558619499207},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5783979296684265},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5156744718551636},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41906556487083435}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8085052371025085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079506158828735},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6388735771179199},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5870558619499207},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5783979296684265},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5156744718551636},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41906556487083435},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3249579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3249579","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:37028052","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37028052","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G124397460","display_name":null,"funder_award_id":"62236009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6683772492","display_name":null,"funder_award_id":"U22A20103","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":64,"referenced_works":["https://openalex.org/W206948248","https://openalex.org/W1606576718","https://openalex.org/W1821462560","https://openalex.org/W1901129140","https://openalex.org/W2066636486","https://openalex.org/W2095725009","https://openalex.org/W2295107390","https://openalex.org/W2395611524","https://openalex.org/W2469278928","https://openalex.org/W2531409750","https://openalex.org/W2560023338","https://openalex.org/W2785582094","https://openalex.org/W2796368857","https://openalex.org/W2796402180","https://openalex.org/W2797343523","https://openalex.org/W2798878556","https://openalex.org/W2947930228","https://openalex.org/W2963127485","https://openalex.org/W2964309882","https://openalex.org/W2965867763","https://openalex.org/W2970971581","https://openalex.org/W2971854498","https://openalex.org/W2998281665","https://openalex.org/W3014641072","https://openalex.org/W3024575832","https://openalex.org/W3034419760","https://openalex.org/W3034438741","https://openalex.org/W3034685081","https://openalex.org/W3040838455","https://openalex.org/W3047258141","https://openalex.org/W3090440982","https://openalex.org/W3095334530","https://openalex.org/W3097980825","https://openalex.org/W3102178346","https://openalex.org/W3105213754","https://openalex.org/W3110052477","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3159637683","https://openalex.org/W3170841864","https://openalex.org/W3174138177","https://openalex.org/W3174847012","https://openalex.org/W3188021906","https://openalex.org/W3196480172","https://openalex.org/W3202138477","https://openalex.org/W3207213789","https://openalex.org/W4206706211","https://openalex.org/W4214493665","https://openalex.org/W4293680532","https://openalex.org/W4294170691","https://openalex.org/W4300479382","https://openalex.org/W4313156423","https://openalex.org/W4385245566","https://openalex.org/W6696085341","https://openalex.org/W6735377749","https://openalex.org/W6739696289","https://openalex.org/W6745178058","https://openalex.org/W6755207826","https://openalex.org/W6757817989","https://openalex.org/W6767071366","https://openalex.org/W6778883912","https://openalex.org/W6788135285","https://openalex.org/W6792695861","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W2787993192","https://openalex.org/W2158269427","https://openalex.org/W4381280689","https://openalex.org/W3033859939","https://openalex.org/W4379231730","https://openalex.org/W2847365777","https://openalex.org/W3128025644","https://openalex.org/W4389858081","https://openalex.org/W2355048207","https://openalex.org/W1522196789"],"abstract_inverted_index":{"In":[0],"the":[1,9,155,159,179],"past":[2],"years,":[3],"attention-based":[4],"Transformers":[5],"have":[6],"swept":[7],"across":[8],"field":[10],"of":[11,18,133,195],"computer":[12],"vision,":[13],"starting":[14],"a":[15,49,70,87,149,184],"new":[16,71],"stage":[17],"backbones":[19],"in":[20,82,200],"semantic":[21,24,38],"segmentation.":[22,209],"Nevertheless,":[23],"segmentation":[25,39,125,176],"under":[26],"poor":[27,83],"light":[28,84],"conditions":[29,85],"remains":[30],"an":[31],"open":[32],"problem.":[33],"Moreover,":[34],"most":[35],"papers":[36],"about":[37],"work":[40,81],"on":[41,218],"images":[42],"produced":[43],"by":[44,158,163],"commodity":[45,102],"frame-based":[46,129],"cameras":[47,97,103],"with":[48,86,197],"limited":[50],"framerate,":[51],"hindering":[52],"their":[53],"deployment":[54],"to":[55,94,98,128,215],"auto-driving":[56],"systems":[57],"that":[58,73,123,140,153],"require":[59],"instant":[60],"perception":[61,100],"and":[62,79,204],"response":[63],"at":[64,77,213],"milliseconds.":[65],"An":[66],"event":[67,75,96,109,118,134,141,164],"camera":[68],"is":[69,126,211],"sensor":[72],"generates":[74],"data":[76,110,119,135,142],"microseconds":[78],"can":[80,170],"high":[88],"dynamic":[89],"range.":[90],"It":[91],"looks":[92],"promising":[93],"leverage":[95],"enable":[99],"where":[101],"are":[104,111,136],"incompetent,":[105],"but":[106,131],"algorithms":[107],"for":[108,207],"far":[112],"from":[113],"mature.":[114],"Pioneering":[115],"researchers":[116],"stack":[117],"as":[120],"frames":[121],"so":[122],"event-based":[124,193,208,219],"converted":[127],"segmentation,":[130],"characteristics":[132],"not":[137],"explored.":[138],"Noticing":[139],"naturally":[143],"highlight":[144],"moving":[145],"objects,":[146],"we":[147,189],"propose":[148],"posterior":[150,167,180],"attention":[151,157,168,181],"module":[152,169,182],"adjusts":[154],"standard":[156],"prior":[160],"knowledge":[161],"provided":[162],"data.":[165],"The":[166],"be":[171],"readily":[172],"plugged":[173],"into":[174,183],"many":[175],"backbones.":[177],"Plugging":[178],"recently":[185],"proposed":[186],"SegFormer":[187],"network,":[188],"get":[190],"EvSegFormer":[191],"(the":[192],"version":[194],"SegFormer)":[196],"state-of-the-art":[198],"performance":[199],"two":[201],"datasets":[202],"(MVSEC":[203],"DDD-17)":[205],"collected":[206],"Code":[210],"available":[212],"https://github.com/zexiJia/EvSegFormer":[214],"facilitate":[216],"research":[217],"vision.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-10-10T00:00:00"}