{"id":"https://openalex.org/W4400460217","doi":"https://doi.org/10.1504/ijwet.2024.139854","title":"A real-time semantic segmentation method for small objects using attention mechanism","display_name":"A real-time semantic segmentation method for small objects using attention mechanism","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400460217","doi":"https://doi.org/10.1504/ijwet.2024.139854"},"language":"en","primary_location":{"id":"doi:10.1504/ijwet.2024.139854","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwet.2024.139854","pdf_url":null,"source":{"id":"https://openalex.org/S86586338","display_name":"International Journal of Web Engineering and Technology","issn_l":"1476-1289","issn":["1476-1289","1741-9212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Engineering and Technology","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/A5061453283","display_name":"Shijie Guan","orcid":"https://orcid.org/0000-0003-4217-1871"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Guan","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang LiGong University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068863304","display_name":"Haojie Yu","orcid":"https://orcid.org/0000-0002-7405-7881"},"institutions":[{"id":"https://openalex.org/I116036724","display_name":"Shenyang Ligong University","ror":"https://ror.org/03m20nr07","country_code":"CN","type":"education","lineage":["https://openalex.org/I116036724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haojie Yu","raw_affiliation_strings":["School of Information Science and Engineering, Shenyang LiGong University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shenyang LiGong University, Shenyang, China","institution_ids":["https://openalex.org/I116036724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I116036724"],"apc_list":null,"apc_paid":null,"fwci":0.2715,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5098342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"19","issue":"2","first_page":"194","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13382","display_name":"Robotics and Automated Systems","score":0.7615000009536743,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T13382","display_name":"Robotics and Automated Systems","score":0.7615000009536743,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.9030022621154785},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6658737063407898},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.597534716129303},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34135711193084717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9030022621154785},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6658737063407898},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.597534716129303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34135711193084717},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijwet.2024.139854","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijwet.2024.139854","pdf_url":null,"source":{"id":"https://openalex.org/S86586338","display_name":"International Journal of Web Engineering and Technology","issn_l":"1476-1289","issn":["1476-1289","1741-9212"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Web Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382997850","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Semantic":[0],"segmentation":[1,35,50,83,114,153],"is":[2,15,44,62,66,73,108,122],"an":[3,25,167],"important":[4],"problem":[5],"in":[6,24,88,158],"the":[7,30,34,49,68,94,131,159,174],"field":[8],"of":[9,29,36,70,96,143,154,170],"computer":[10],"vision,":[11],"and":[12,42,59,110,140,152],"its":[13],"goal":[14],"to":[16,21,76,135],"assign":[17],"a":[18,111,125],"semantic":[19,82,113,146],"label":[20],"each":[22],"pixel":[23],"image.":[26,160],"The":[27,132],"effect":[28,51],"traditional":[31],"model":[32,162],"on":[33,52,118,173],"large":[37],"objects":[38,54,72],"such":[39,55],"as":[40,56],"vehicles":[41],"buildings":[43],"already":[45],"very":[46],"good,":[47],"but":[48],"small":[53,71,75,89,98,156],"signal":[57],"lights":[58],"traffic":[60],"signs":[61],"not":[63],"ideal.":[64],"This":[65],"because":[67],"size":[69],"too":[74],"capture":[77,151],"their":[78],"detailed":[79],"information.":[80],"General":[81],"models":[84],"still":[85],"have":[86],"limitations":[87],"object":[90],"segmentation.":[91],"Aiming":[92],"at":[93,166],"difficulty":[95],"extracting":[97],"target":[99],"detail":[100,138],"information":[101,139,147],"features,":[102],"STDCNet":[103,116],"(Fan":[104],"et":[105],"al.,":[106],"2021)":[107],"improved,":[109],"real-time":[112],"network":[115],"based":[117],"dual":[119,126],"attention":[120,127],"(DA-STDCNet)":[121],"proposed":[123],"with":[124],"mechanism,":[128],"which":[129],"enhances":[130],"model's":[133],"ability":[134],"extract":[136],"spatial":[137],"feature":[141],"representation":[142],"global":[144],"contextual":[145],"finally":[148],"achieves":[149,163],"accurate":[150],"various":[155],"targets":[157],"Our":[161],"76.7%":[164],"mIOU":[165],"inference":[168],"speed":[169],"98.6":[171],"FPS":[172],"Cityscape":[175],"test":[176],"set.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
