{"id":"https://openalex.org/W3127700568","doi":"https://doi.org/10.1145/3443279.3443283","title":"An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images","display_name":"An Adaptive Filtering Technique for Segmentation of Tuberculosis in Microscopic Images","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3127700568","doi":"https://doi.org/10.1145/3443279.3443283","mag":"3127700568"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5101615846","display_name":"Zulfiqar Ahmad Khan","orcid":"https://orcid.org/0000-0003-3797-9649"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zulfiqar Ahmad Khan","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028503461","display_name":"Waseem Ullah","orcid":"https://orcid.org/0000-0001-5191-9023"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Waseem Ullah","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075042717","display_name":"Amin Ullah","orcid":"https://orcid.org/0000-0001-7538-2689"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Amin Ullah","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073263477","display_name":"Seungmin Rho","orcid":"https://orcid.org/0000-0003-1936-6785"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seungmin Rho","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690117","display_name":"Mi Young Lee","orcid":"https://orcid.org/0000-0002-8139-7091"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mi Young Lee","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072407810","display_name":"Sung Wook Baik","orcid":"https://orcid.org/0000-0002-6678-7788"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Wook Baik","raw_affiliation_strings":["Sejong University, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.428,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.906284,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9997,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9891,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9775,"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/hsl-and-hsv","display_name":"HSL and HSV","score":0.70334435},{"id":"https://openalex.org/keywords/tuberculosis-detection","display_name":"Tuberculosis Detection","score":0.667575},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5697383},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"Medical Image Analysis","score":0.535864},{"id":"https://openalex.org/keywords/bioimage-analysis","display_name":"Bioimage Analysis","score":0.527036},{"id":"https://openalex.org/keywords/microscopic-blood-images","display_name":"Microscopic Blood Images","score":0.525299},{"id":"https://openalex.org/keywords/white-blood-cell-segmentation","display_name":"White Blood Cell Segmentation","score":0.52129},{"id":"https://openalex.org/keywords/impulse-noise","display_name":"Impulse noise","score":0.4105624}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.76353127},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.70334435},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6747286},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.62965274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.62272596},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5827529},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5697383},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.54311484},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5203121},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.4975944},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.49478763},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.46320522},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41916308},{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.41527626},{"id":"https://openalex.org/C2781069245","wikidata":"https://www.wikidata.org/wiki/Q12204","display_name":"Tuberculosis","level":2,"score":0.41484654},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.41137874},{"id":"https://openalex.org/C127372701","wikidata":"https://www.wikidata.org/wiki/Q16979398","display_name":"Impulse noise","level":3,"score":0.4105624},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28221473},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12505752},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.12451446},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.087145865},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.08449373},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443283","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8,"display_name":"Good health and well-being"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":2,"referenced_works":["https://openalex.org/W2262607787","https://openalex.org/W2986327787"],"related_works":["https://openalex.org/W892310655","https://openalex.org/W2953655071","https://openalex.org/W2364571238","https://openalex.org/W2359002434","https://openalex.org/W2146231945","https://openalex.org/W2110823243","https://openalex.org/W2082346846","https://openalex.org/W2076371382","https://openalex.org/W2043466148","https://openalex.org/W2034977280"],"abstract_inverted_index":{"Tuberculosis":[0,32],"disease":[1],"is":[2,28,50,71,77,110,119],"one":[3],"of":[4,9],"the":[5,24,58,74,95,99,126,136],"most":[6],"leading":[7],"cause":[8],"fatality":[10],"worldwide.":[11],"however,":[12],"it":[13,38],"can":[14],"be":[15],"reduced":[16],"if":[17],"diagnosed":[18],"and":[19,33,89,139],"treated":[20],"on":[21],"time.":[22],"Normally":[23],"method":[25],"name":[26],"Ziehl-Neelsen":[27],"used":[29],"to":[30,43,85,93,104,130,145],"diagnose":[31],"a":[34],"human":[35],"specialist":[36],"analyzes":[37],"using":[39],"an":[40,52,65],"optical":[41],"microscope":[42],"find":[44],"tuberculosis":[45,67],"bacilli.":[46],"Since":[47],"this":[48,63],"process":[49,60],"time-consuming,":[51],"automatic":[53,66],"bacilli":[54,68],"recognition":[55],"system":[56,70],"allows":[57],"diagnosis":[59],"faster.":[61],"In":[62],"work,":[64],"segmentation":[69],"developed.":[72],"Initially,":[73],"input":[75,137],"image":[76,96,114],"preprocessed":[78],"by":[79],"applying":[80],"adaptive":[81],"mean":[82],"filter":[83],"(AMD)":[84],"remove":[86],"impulse":[87],"noise":[88],"power":[90],"law":[91],"transformation":[92],"enhance":[94],"then":[97],"transform":[98],"color":[100,108],"space":[101,109],"from":[102],"RGB":[103],"HSV.":[105],"The":[106],"HSV":[107],"more":[111],"suitable":[112],"for":[113],"processing":[115],"because":[116],"each":[117,133],"element":[118],"isolated":[120],"in":[121,135],"it.":[122],"Next,":[123],"we":[124],"employed":[125],"multi-level":[127],"thresholding":[128],"algorithm":[129],"correctly":[131],"segment":[132],"bacillus":[134],"sample":[138],"improved":[140],"2.13%":[141],"accuracy":[142],"when":[143],"compared":[144],"state-of-the-art":[146],"techniques.":[147]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3127700568","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2024-12-05T19:02:26.715952","created_date":"2021-02-15"}