{"id":"https://openalex.org/W4388212938","doi":"https://doi.org/10.1007/s11760-023-02836-0","title":"Multi-scale feature flow alignment fusion with Transformer for the microscopic images segmentation of activated sludge","display_name":"Multi-scale feature flow alignment fusion with Transformer for the microscopic images segmentation of activated sludge","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4388212938","doi":"https://doi.org/10.1007/s11760-023-02836-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11760-023-02836-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11760-023-02836-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11760-023-02836-0.pdf","source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11760-023-02836-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100509436","display_name":"Lijie Zhao","orcid":"https://orcid.org/0009-0007-3751-5170"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijie Zhao","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422707","display_name":"Yingying Zhang","orcid":"https://orcid.org/0000-0002-3718-9826"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Zhang","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017571459","display_name":"Guogang Wang","orcid":"https://orcid.org/0000-0002-8767-9567"},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guogang Wang","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104882322","display_name":"Mingzhong Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I48780066","display_name":"Shenyang University of Chemical Technology","ror":"https://ror.org/03dbpdh75","country_code":"CN","type":"education","lineage":["https://openalex.org/I48780066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzhong Huang","raw_affiliation_strings":["College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Shenyang University of Chemical Technology, Shenyang, 110142, Liaoning, China","institution_ids":["https://openalex.org/I48780066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074482601","display_name":"Qichun Zhang","orcid":"https://orcid.org/0000-0003-2479-8195"},"institutions":[{"id":"https://openalex.org/I139894009","display_name":"University of Bradford","ror":"https://ror.org/00vs8d940","country_code":"GB","type":"education","lineage":["https://openalex.org/I139894009"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qichun Zhang","raw_affiliation_strings":["Department of Computer Science, University of Bradford, Bradford, BD7 1DP, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bradford, Bradford, BD7 1DP, UK","institution_ids":["https://openalex.org/I139894009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090855504","display_name":"Hamid Reza Karimi","orcid":"https://orcid.org/0000-0001-7629-3266"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Hamid Reza Karimi","raw_affiliation_strings":["Department of Mechanical Engineering, Politecnico di Milano, Milan, 32 20133, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Politecnico di Milano, Milan, 32 20133, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090855504"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":{"value":3390,"currency":"USD","value_usd":3390},"fwci":0.5709,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.63755748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"18","issue":"2","first_page":"1241","last_page":"1248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9937999844551086,"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":0.9937999844551086,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9922000169754028,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6534938812255859},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6518235802650452},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6050093770027161},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5653671622276306},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.5332813858985901},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5195989012718201},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.4867112934589386},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4147912263870239},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40590354800224304},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.37940019369125366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18194735050201416},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1288953721523285},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12626400589942932},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07437524199485779}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6534938812255859},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6518235802650452},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6050093770027161},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5653671622276306},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5332813858985901},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5195989012718201},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.4867112934589386},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4147912263870239},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40590354800224304},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.37940019369125366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18194735050201416},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1288953721523285},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12626400589942932},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07437524199485779},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11760-023-02836-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11760-023-02836-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11760-023-02836-0.pdf","source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1263081","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1263081","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11760-023-02836-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11760-023-02836-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11760-023-02836-0.pdf","source":{"id":"https://openalex.org/S156904493","display_name":"Signal Image and Video Processing","issn_l":"1863-1703","issn":["1863-1703","1863-1711"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Signal, Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.8600000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324039","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388212938.pdf","grobid_xml":"https://content.openalex.org/works/W4388212938.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1929017492","https://openalex.org/W2000479743","https://openalex.org/W2011226605","https://openalex.org/W2081806805","https://openalex.org/W2087559231","https://openalex.org/W2412782625","https://openalex.org/W2592939477","https://openalex.org/W2795587607","https://openalex.org/W2963351448","https://openalex.org/W2963827464","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W3002240248","https://openalex.org/W3110440461","https://openalex.org/W3131500599","https://openalex.org/W3170841864","https://openalex.org/W4287378011","https://openalex.org/W4309343528","https://openalex.org/W4321501531","https://openalex.org/W6600007113","https://openalex.org/W6600569476","https://openalex.org/W6618372016"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W2022849497","https://openalex.org/W3081299480","https://openalex.org/W2407190427","https://openalex.org/W2919210741","https://openalex.org/W2907584218","https://openalex.org/W3002446410","https://openalex.org/W4390224712","https://openalex.org/W4322096758"],"abstract_inverted_index":{"Abstract":[0],"Accurate":[1],"microscopic":[2],"images":[3],"segmentation":[4,34],"of":[5,62],"activated":[6,122],"sludge":[7,123],"is":[8,17],"essential":[9],"for":[10,111,140],"monitoring":[11],"wastewater":[12,128],"treatment":[13,129],"processes.":[14],"However,":[15],"it":[16],"a":[18,126],"challenging":[19],"task":[20],"due":[21],"to":[22,58,94,107,144],"poor":[23],"contrast,":[24],"artifacts,":[25],"morphological":[26],"similarities,":[27],"and":[28,49,64,98,114,137],"distribution":[29],"imbalance.":[30],"A":[31],"novel":[32],"image":[33],"model":[35],"(FafFormer)":[36],"was":[37,56,105],"developed":[38],"in":[39,70,82,135],"the":[40,71,83],"work":[41],"based":[42],"on":[43,120],"Transformer":[44],"that":[45],"incorporated":[46],"pyramid":[47],"pooling":[48],"flow":[50,78,90],"alignment":[51,79],"fusion.":[52],"Pyramid":[53],"Pooling":[54],"Module":[55],"used":[57,87],"extract":[59],"multi-scale":[60],"features":[61,74],"flocs":[63],"filamentous":[65,112,141],"bacteria":[66,113,142],"with":[67],"different":[68],"morphology":[69],"encoder.":[72],"Multi-scale":[73],"were":[75,118],"fused":[76],"by":[77],"fusion":[80],"module":[81,86],"decoder.":[84],"The":[85,102],"generated":[88],"semantic":[89],"as":[91],"auxiliary":[92],"information":[93],"restore":[95],"boundary":[96],"details":[97],"facilitate":[99],"fine-grained":[100],"upsampling.":[101],"Focal\u2013Lov\u00e1sz":[103],"Loss":[104],"designed":[106],"handle":[108],"class":[109],"imbalance":[110],"flocs.":[115],"Image-segmentation":[116],"experiments":[117],"conducted":[119],"an":[121],"dataset":[124],"from":[125],"municipal":[127],"plant.":[130],"FafFormer":[131],"showed":[132],"relative":[133],"superiority":[134],"accuracy":[136],"reliability,":[138],"especially":[139],"compared":[143],"existing":[145],"models.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}