{"id":"https://openalex.org/W4365790796","doi":"https://doi.org/10.1007/978-981-99-1645-0_29","title":"A Novel Optimized Context-Based Deep Architecture for Scene Parsing","display_name":"A Novel Optimized Context-Based Deep Architecture for Scene Parsing","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4365790796","doi":"https://doi.org/10.1007/978-981-99-1645-0_29"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-1645-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1645-0_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://hdl.handle.net/10072/429133","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061144388","display_name":"Ranju Mandal","orcid":"https://orcid.org/0000-0002-3669-2446"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ranju Mandal","raw_affiliation_strings":["Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026528338","display_name":"Brijesh Verma","orcid":"https://orcid.org/0000-0002-4618-0479"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brijesh Verma","raw_affiliation_strings":["Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002895693","display_name":"Basim Azam","orcid":"https://orcid.org/0000-0002-3367-6467"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Basim Azam","raw_affiliation_strings":["Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems, School of Engineering and Technology, Central Queensland University, Brisbane, Australia","institution_ids":["https://openalex.org/I74899385"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110768932","display_name":"Henry Selvaraj","orcid":"https://orcid.org/0000-0001-6166-3826"},"institutions":[{"id":"https://openalex.org/I133999245","display_name":"University of Nevada, Las Vegas","ror":"https://ror.org/0406gha72","country_code":"US","type":"education","lineage":["https://openalex.org/I133999245"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henry Selvaraj","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nevada, Las Vegas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nevada, Las Vegas, USA","institution_ids":["https://openalex.org/I133999245"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061144388"],"corresponding_institution_ids":["https://openalex.org/I74899385"],"apc_list":null,"apc_paid":null,"fwci":0.1214,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36187459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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":0.9980999827384949,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9965999722480774,"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":0.8297905921936035},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.7418292760848999},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6586600542068481},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6302774548530579},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6204206347465515},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6089122891426086},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.5608702301979065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5343337059020996},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5331453680992126},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.47263309359550476},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.43193376064300537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4202970266342163},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33405056595802307}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297905921936035},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.7418292760848999},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6586600542068481},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6302774548530579},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6204206347465515},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6089122891426086},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.5608702301979065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5343337059020996},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5331453680992126},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.47263309359550476},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.43193376064300537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4202970266342163},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33405056595802307},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-981-99-1645-0_29","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-1645-0_29","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/429133","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/429133","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"}],"best_oa_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/429133","is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/429133","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference output"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W139960808","https://openalex.org/W1915480574","https://openalex.org/W2022508996","https://openalex.org/W2028277005","https://openalex.org/W2067878879","https://openalex.org/W2102605133","https://openalex.org/W2111935653","https://openalex.org/W2124290836","https://openalex.org/W2126105956","https://openalex.org/W2171943915","https://openalex.org/W2412782625","https://openalex.org/W2536208356","https://openalex.org/W2560023338","https://openalex.org/W2785540072","https://openalex.org/W2799213142","https://openalex.org/W2799217622","https://openalex.org/W2884490794","https://openalex.org/W2886934227","https://openalex.org/W2895917037","https://openalex.org/W2901249224","https://openalex.org/W2907052985","https://openalex.org/W2914619357","https://openalex.org/W2944270177","https://openalex.org/W2947137917","https://openalex.org/W2963176324","https://openalex.org/W2963881378","https://openalex.org/W2964016673","https://openalex.org/W2965182628","https://openalex.org/W2969774647","https://openalex.org/W2983249795","https://openalex.org/W3012528238","https://openalex.org/W3014195143","https://openalex.org/W3034958977","https://openalex.org/W3108812043","https://openalex.org/W3192017491","https://openalex.org/W4205288058","https://openalex.org/W6602254124"],"related_works":["https://openalex.org/W2140186469","https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W4389724018","https://openalex.org/W4318719684","https://openalex.org/W4318559728","https://openalex.org/W3183136280","https://openalex.org/W2775233965","https://openalex.org/W3114716045","https://openalex.org/W4360995913"],"abstract_inverted_index":{"Determining":[0],"the":[1,22,36,54,61,153,161,165],"optimal":[2,19,48,55,129,136],"parameter":[3,29],"values":[4,30],"for":[5,79,114,128],"a":[6,16,65,88],"scene":[7,66,115],"parsing":[8,67],"network":[9,17,70,97,154,162],"architecture":[10,71,98],"is":[11,57],"an":[12,135],"important":[13],"task":[14],"as":[15],"with":[18,76],"parameters":[20,56,81,139],"produces":[21],"best":[23,166],"performance.":[24,85,147,167],"A":[25],"manual":[26],"selection":[27],"of":[28,35,53,64,138],"requires":[31],"expert":[32],"domain":[33],"knowledge":[34],"intrinsic":[37],"structure":[38],"and":[39,42,102,105],"extensive":[40],"trial":[41],"error,":[43],"which":[44],"does":[45],"not":[46],"guarantee":[47],"results.":[49],"An":[50],"automatic":[51],"search":[52,127],"desirable":[58],"to":[59,73,82,125,144,151,163],"harness":[60],"full":[62],"potential":[63],"framework.":[68],"The":[69,95,148],"needs":[72],"be":[74],"evaluated":[75],"various":[77],"combinations":[78],"several":[80],"achieve":[83,164],"optimum":[84,146],"We":[86],"propose":[87],"stacked":[89],"three-level":[90],"deep":[91],"context-adaptive":[92],"end-to-end":[93,96],"network.":[94],"extracts":[99],"visual":[100],"features,":[101,104],"contextual":[103],"optimally":[106],"integrates":[107],"both":[108],"features":[109],"in":[110,140,160],"three":[111,142],"logical":[112],"levels":[113,143],"parsing.":[116],"Particle":[117],"Swarm":[118],"Optimization":[119],"(PSO)":[120],"algorithm":[121],"has":[122],"been":[123],"used":[124],"efficiently":[126],"solutions.":[130],"Using":[131],"PSO,":[132],"we":[133],"set":[134,137],"all":[141,158],"obtain":[145],"PSO":[149],"aims":[150],"optimize":[152],"globally":[155],"by":[156],"considering":[157],"hyperparameters":[159]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
