{"id":"https://openalex.org/W4323338372","doi":"https://doi.org/10.1109/mcg.2023.3253167","title":"LayerNet: A One-Step Layered Network for Semantic Segmentation at Night","display_name":"LayerNet: A One-Step Layered Network for Semantic Segmentation at Night","publication_year":2023,"publication_date":"2023-03-06","ids":{"openalex":"https://openalex.org/W4323338372","doi":"https://doi.org/10.1109/mcg.2023.3253167","pmid":"https://pubmed.ncbi.nlm.nih.gov/37028057"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2023.3253167","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3253167","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10308950/10061164.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/38/10308950/10061164.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046203040","display_name":"Hao Li","orcid":"https://orcid.org/0000-0002-3733-2290"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["Sichuan University of Science and Engineering, Zigong, China"],"raw_orcid":"https://orcid.org/0000-0002-3733-2290","affiliations":[{"raw_affiliation_string":"Sichuan University of Science and Engineering, Zigong, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100713620","display_name":"Changjiang Liu","orcid":"https://orcid.org/0000-0002-0301-5262"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjiang Liu","raw_affiliation_strings":["Sichuan University of Science and Engineering, Zigong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan University of Science and Engineering, Zigong, China","institution_ids":["https://openalex.org/I64852412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100397442","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0001-8215-7500"},"institutions":[{"id":"https://openalex.org/I64852412","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23","country_code":"CN","type":"education","lineage":["https://openalex.org/I64852412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Sichuan University of Science and Engineering, Zigong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan University of Science and Engineering, Zigong, China","institution_ids":["https://openalex.org/I64852412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I64852412"],"apc_list":null,"apc_paid":null,"fwci":0.3191,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.54077554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"43","issue":"6","first_page":"9","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9977999925613403,"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":0.9972000122070312,"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":0.8880093097686768},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.7581496834754944},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.737117350101471},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7313693761825562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.615119457244873},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.6098058223724365},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5214312076568604},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4930064380168915},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.43409931659698486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.433625191450119},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36737799644470215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8880093097686768},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.7581496834754944},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.737117350101471},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7313693761825562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.615119457244873},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.6098058223724365},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5214312076568604},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4930064380168915},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43409931659698486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.433625191450119},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36737799644470215},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2023.3253167","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3253167","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10308950/10061164.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:37028057","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37028057","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 computer graphics and applications","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/mcg.2023.3253167","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/mcg.2023.3253167","pdf_url":"https://ieeexplore.ieee.org/ielx7/38/10308950/10061164.pdf","source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"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 Computer Graphics and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1260776358","display_name":null,"funder_award_id":"YZ202103","funder_id":"https://openalex.org/F4320322947","funder_display_name":"Sichuan University of Science and Engineering"}],"funders":[{"id":"https://openalex.org/F4320322947","display_name":"Sichuan University of Science and Engineering","ror":"https://ror.org/053fzma23"},{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323338372.pdf","grobid_xml":"https://content.openalex.org/works/W4323338372.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W2031489346","https://openalex.org/W2171943915","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2395611524","https://openalex.org/W2412782625","https://openalex.org/W2884822772","https://openalex.org/W2886934227","https://openalex.org/W2955058313","https://openalex.org/W2963890956","https://openalex.org/W2964217532","https://openalex.org/W2964309882","https://openalex.org/W3172265425","https://openalex.org/W3209519737","https://openalex.org/W3210097264","https://openalex.org/W3210218433","https://openalex.org/W3211490618","https://openalex.org/W4212875960","https://openalex.org/W4312736567","https://openalex.org/W4312980231","https://openalex.org/W4360584634","https://openalex.org/W4365600319","https://openalex.org/W6754123467","https://openalex.org/W6797399245","https://openalex.org/W6838567127","https://openalex.org/W6842501041"],"related_works":["https://openalex.org/W2354322770","https://openalex.org/W3000097931","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W1537496349","https://openalex.org/W2379407973","https://openalex.org/W4243305035","https://openalex.org/W2079488604"],"abstract_inverted_index":{"We":[0],"have":[1],"collected":[2],"a":[3,30,37,82,86],"novel,":[4],"nighttime":[5,117],"scene":[6],"dataset,":[7],"called":[8],"Rebecca,":[9],"including":[10],"600":[11],"real":[12],"images":[13],"captured":[14],"at":[15,134],"night":[16],"with":[17],"pixel-level":[18],"semantic":[19,59],"annotations,":[20],"which":[21],"is":[22,132],"currently":[23],"scarce":[24],"and":[25,65,85,94],"can":[26,106],"be":[27],"invoked":[28],"as":[29],"new":[31],"benchmark.":[32],"In":[33,80],"addition,":[34,81],"we":[35],"proposed":[36],"one-step":[38],"layered":[39],"network,":[40],"named":[41],"LayerNet,":[42],"to":[43,92],"combine":[44],"local":[45],"features":[46,56,67,74,96],"rich":[47],"in":[48,51,58,61,68,77],"appearance":[49],"information":[50,60],"the":[52,62,78,109,113,123],"shallow":[53],"layer,":[54,64],"global":[55],"abundant":[57],"deep":[63],"middle-level":[66],"between":[69],"by":[70],"explicitly":[71],"modeling":[72],"multistage":[73],"of":[75,97,112],"objects":[76],"nighttime.":[79],"multihead":[83],"decoder":[84],"well-designed":[87],"hierarchical":[88],"module":[89],"are":[90],"utilized":[91],"extract":[93],"fuse":[95],"different":[98],"depths.":[99],"Numerous":[100],"experiments":[101],"show":[102],"that":[103],"our":[104,120],"dataset":[105,131],"significantly":[107],"improve":[108],"segmentation":[110],"ability":[111],"existing":[114],"models":[115],"for":[116],"images.":[118],"Meanwhile,":[119],"LayerNet":[121],"achieves":[122],"state-of-the-art":[124],"accuracy":[125],"on":[126],"Rebecca":[127],"(65.3%":[128],"mIOU).":[129],"The":[130],"available":[133],"https://github.com/Lihao482/REebecca.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}