{"id":"https://openalex.org/W4308236065","doi":"https://doi.org/10.1109/icip46576.2022.9897192","title":"A Robust Ensemble Model For Parasitic Egg Detection And Classification","display_name":"A Robust Ensemble Model For Parasitic Egg Detection And Classification","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308236065","doi":"https://doi.org/10.1109/icip46576.2022.9897192"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897192","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100451688","display_name":"Yuqi Wang","orcid":"https://orcid.org/0000-0003-0571-243X"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuqi Wang","raw_affiliation_strings":["Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689910","display_name":"Zhiqiang He","orcid":"https://orcid.org/0000-0002-2095-4018"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang He","raw_affiliation_strings":["Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083651813","display_name":"Shenghui Huang","orcid":"https://orcid.org/0000-0001-9838-7095"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenghui Huang","raw_affiliation_strings":["Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112385078","display_name":"Huabin Du","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]},{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huabin Du","raw_affiliation_strings":["Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Edge Intelligence Security Lab, School of Big Data Science,Zhejiang University of Science and Technology,Hangzhou,China","institution_ids":["https://openalex.org/I4210123185"]},{"raw_affiliation_string":"Zhejiang University of Science and Technology, Edge Intelligence Security Lab, School of Big Data Science, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9979000091552734,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9979000091552734,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/robustness","display_name":"Robustness (evolution)","score":0.8652942180633545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6877047419548035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6227152347564697},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5182916522026062},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5154432058334351},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49438929557800293},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.48750826716423035},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.47597092390060425},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47442808747291565},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.46878159046173096},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4567102789878845},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4498436450958252},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4175734519958496},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3330128788948059},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.31232208013534546},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1414286494255066},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09042319655418396},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08343249559402466}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.8652942180633545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6877047419548035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6227152347564697},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5182916522026062},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5154432058334351},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49438929557800293},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.48750826716423035},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.47597092390060425},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47442808747291565},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.46878159046173096},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4567102789878845},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4498436450958252},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4175734519958496},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3330128788948059},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31232208013534546},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1414286494255066},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09042319655418396},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08343249559402466},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897192","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","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":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.699999988079071,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W102999965","https://openalex.org/W639708223","https://openalex.org/W2001412060","https://openalex.org/W2011585116","https://openalex.org/W2022163189","https://openalex.org/W2035338958","https://openalex.org/W2059136964","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2797749376","https://openalex.org/W2910904027","https://openalex.org/W2952122856","https://openalex.org/W2963037989","https://openalex.org/W2989676862","https://openalex.org/W3021182036","https://openalex.org/W3127743092","https://openalex.org/W3138516171","https://openalex.org/W4246399668"],"related_works":["https://openalex.org/W2541791370","https://openalex.org/W3094187672","https://openalex.org/W4285741730","https://openalex.org/W4281560664","https://openalex.org/W3136979370","https://openalex.org/W4312538239","https://openalex.org/W4283020307","https://openalex.org/W3214927170","https://openalex.org/W3163102128","https://openalex.org/W3120965611"],"abstract_inverted_index":{"Intestinal":[0],"parasitic":[1,49],"infections,":[2],"as":[3,41],"a":[4,86],"leading":[5],"causes":[6],"of":[7,20],"morbidity":[8],"worldwide,":[9],"still":[10],"lacks":[11],"time-saving,":[12],"high-sensitivity":[13],"and":[14,43,65],"user-friendly":[15],"examination":[16],"method.":[17],"The":[18],"development":[19],"deep":[21],"learning":[22,64],"technique":[23],"reveals":[24],"its":[25,95],"broad":[26],"application":[27],"potential":[28],"in":[29,51,97],"biological":[30],"image.":[31],"In":[32,77],"this":[33],"paper,":[34],"we":[35],"apply":[36],"several":[37],"object":[38],"detectors":[39],"such":[40],"YOLOv5":[42],"variant":[44],"cascadeRCNNs":[45],"to":[46],"automatically":[47],"discriminate":[48],"eggs":[50],"microscope":[52],"images.":[53],"Through":[54],"specially-designed":[55],"optimization":[56],"including":[57],"raw":[58],"data":[59],"augmentation,":[60,68],"model":[61,70,80],"ensemble,":[62],"transfer":[63],"test":[66],"time":[67],"our":[69,79],"achieves":[71],"excellent":[72],"performance":[73],"on":[74],"challenge":[75],"dataset.":[76],"addition,":[78],"trained":[81],"with":[82],"added":[83],"noise":[84],"gains":[85],"high":[87],"robustness":[88],"against":[89],"polluted":[90],"input,":[91],"which":[92],"further":[93],"broaden":[94],"applicability":[96],"practice.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}