{"id":"https://openalex.org/W3187110421","doi":"https://doi.org/10.1109/cacre52464.2021.9501337","title":"RepUNet:A Fast Image Semantic Segmentation Model Based on Convolutional Reparameterization of Ship Satellite Images","display_name":"RepUNet:A Fast Image Semantic Segmentation Model Based on Convolutional Reparameterization of Ship Satellite Images","publication_year":2021,"publication_date":"2021-07-01","ids":{"openalex":"https://openalex.org/W3187110421","doi":"https://doi.org/10.1109/cacre52464.2021.9501337","mag":"3187110421"},"language":"en","primary_location":{"id":"doi:10.1109/cacre52464.2021.9501337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacre52464.2021.9501337","pdf_url":null,"source":{"id":"https://openalex.org/S4306498778","display_name":"2021 6th International Conference on Automation, Control and Robotics Engineering (CACRE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Automation, Control and Robotics Engineering (CACRE)","raw_type":"proceedings-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/A5101683166","display_name":"Yuhong Zheng","orcid":"https://orcid.org/0000-0003-0955-7967"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuhong Zheng","raw_affiliation_strings":["Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035486559","display_name":"Meng Joo Er","orcid":"https://orcid.org/0000-0003-4597-7088"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Joo Er","raw_affiliation_strings":["Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077531969","display_name":"Guanlin Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanlin Yi","raw_affiliation_strings":["School of Marine Engineering, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Marine Engineering, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102271466","display_name":"Shiwei Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiwei Shen","raw_affiliation_strings":["Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Marine Robotics, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101683166"],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":null,"apc_paid":null,"fwci":0.4574,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74956797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"461","last_page":"465"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9821000099182129,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9821000099182129,"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":0.9574999809265137,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9506999850273132,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7797225713729858},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6684555411338806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6482141017913818},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5794945359230042},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5738658905029297},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5566146969795227},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5070028305053711},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.501943826675415},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.49022847414016724},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4755541980266571},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4744987189769745},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39289355278015137},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13304132223129272},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10589393973350525}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7797225713729858},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6684555411338806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6482141017913818},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5794945359230042},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5738658905029297},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5566146969795227},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5070028305053711},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.501943826675415},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.49022847414016724},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4755541980266571},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4744987189769745},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39289355278015137},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13304132223129272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10589393973350525},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cacre52464.2021.9501337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cacre52464.2021.9501337","pdf_url":null,"source":{"id":"https://openalex.org/S4306498778","display_name":"2021 6th International Conference on Automation, Control and Robotics Engineering (CACRE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th International Conference on Automation, Control and Robotics Engineering (CACRE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8700000047683716,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2156387975","https://openalex.org/W2194775991","https://openalex.org/W2900237898","https://openalex.org/W2963881378","https://openalex.org/W2964121744","https://openalex.org/W3011481750","https://openalex.org/W3019635997","https://openalex.org/W3038948729","https://openalex.org/W3167976421","https://openalex.org/W6638667902","https://openalex.org/W6639824700","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W2591697403","https://openalex.org/W2953716828","https://openalex.org/W2904857019","https://openalex.org/W3034421924","https://openalex.org/W2982536526","https://openalex.org/W4386858688","https://openalex.org/W4380302312","https://openalex.org/W4390971171","https://openalex.org/W4385338604","https://openalex.org/W3081626085"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"fast":[4],"image":[5],"semantic":[6,29,44,64,180],"segmentation":[7,30,45,65,181],"model":[8],"based":[9],"on":[10],"convolutional":[11,79],"reparameterization":[12,80],"of":[13,22,56,67,95,129,144,160,172,189],"ship":[14,36],"satellite":[15,37],"images":[16],"is":[17,61,69,98,109,149,157,163],"developed.":[18,62],"The":[19,63,86,93,112,146,183],"salient":[20],"features":[21],"the":[23,57,89,101,105,127,130,136,141,167,173,202],"proposed":[24],"approcach":[25],"are:":[26],"(1)":[27,92],"Various":[28],"networks":[31],"are":[32,119,133,138,195],"evaluated":[33],"using":[34],"high-resolution":[35],"data.":[38],"(2)":[39,111],"A":[40],"high-precision":[41],"and":[42,81,104,115,135,185,191],"high-speed":[43],"network,":[46],"termed":[47],"RepUnet,":[48],"for":[49],"detecting":[50],"ships":[51],"according":[52],"to":[53,121,165],"complex":[54],"characteristics":[55],"actual":[58],"marine":[59],"situation":[60],"network":[66],"RepUnet":[68,174],"divided":[70],"into":[71],"four":[72],"parts,":[73],"namely":[74],"encoding":[75,131],"layer,":[76,78],"decoding":[77],"batch":[82],"normalization":[83],"feature":[84,123,155],"fusion.":[85],"RepUNet":[87],"has":[88],"following":[90],"characteristics:":[91],"structure":[94,148],"3*3":[96],"convolution":[97,114,142],"used":[99],"as":[100],"basic":[102,106],"skeleton,":[103],"propagation":[107],"speed":[108,169,187],"high.":[110],"1*1":[113],"identity":[116],"branch":[117,147,162],"layer":[118,132],"adopted":[120],"enhance":[122],"extraction.":[124],"(3)":[125],"All":[126],"branches":[128],"reparameterized":[134],"parameters":[137],"embedded":[139],"in":[140],"kernel":[143],"3*3.":[145],"abandoned":[150],"when":[151],"inferring":[152],"so":[153],"that":[154,176],"extraction":[156],"strengthened.":[158],"Batchnormalization":[159],"each":[161],"fused":[164],"make":[166],"feedforward":[168],"faster.":[170],"Validation":[171],"demonstrates":[175],"it":[177],"outperforms":[178],"other":[179],"networks.":[182],"IoU":[184],"feedforword":[186],"(Ffs)":[188],"22.26%":[190],"153.11":[192],"%,":[193],"respectively":[194],"significantly":[196],"higher":[197],"than":[198],"those":[199],"achieved":[200],"by":[201],"UNet.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
