{"id":"https://openalex.org/W4386698103","doi":"https://doi.org/10.1201/9781003453406-14","title":"Gabor filter as feature extractor in anomaly detection from radiology images","display_name":"Gabor filter as feature extractor in anomaly detection from radiology images","publication_year":2023,"publication_date":"2023-09-13","ids":{"openalex":"https://openalex.org/W4386698103","doi":"https://doi.org/10.1201/9781003453406-14"},"language":"en","primary_location":{"id":"doi:10.1201/9781003453406-14","doi":"https://doi.org/10.1201/9781003453406-14","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003453406-14","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems and Applications in Computer Vision","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4386697945","display_name":"Intelligent Systems and Applications in Computer Vision"},"type":"book-chapter","is_traditional":true,"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/A5114055833","display_name":"T. S. Saleena","orcid":"https://orcid.org/0000-0001-5709-355X","observed_orcids":["https://orcid.org/0000-0001-5709-355X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. S. Saleena","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035470962","display_name":"P. Muhamed Ilyas","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Muhamed Ilyas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5092860080","display_name":"K. Sheril Kareem","orcid":"https://orcid.org/0009-0001-0786-0228","observed_orcids":["https://orcid.org/0009-0001-0786-0228"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Sheril Kareem","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.49239999055862427,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.49239999055862427,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.3156999945640564,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.08179999887943268,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gabor-filters","display_name":"Gabor filters","score":0.9980000257492065},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.9909999966621399},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"anomaly detection","score":0.8960000276565552},{"id":"https://openalex.org/keywords/brain-mri","display_name":"brain MRI","score":0.699999988079071},{"id":"https://openalex.org/keywords/texture-analysis","display_name":"texture analysis","score":0.8659999966621399},{"id":"https://openalex.org/keywords/edge-detection","display_name":"edge detection","score":0.9490000009536743},{"id":"https://openalex.org/keywords/gaussian-filter","display_name":"Gaussian filtering","score":0.9129999876022339},{"id":"https://openalex.org/keywords/median-filtering","display_name":"median filter","score":0.9620000123977661},{"id":"https://openalex.org/keywords/sobel-edge-detection","display_name":"Sobel edge detection","score":0.9869999885559082},{"id":"https://openalex.org/keywords/random-forest-classification","display_name":"random forest classification","score":0.7319999933242798},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.765999972820282}],"concepts":[{"id":"https://openalex.org/C2779883129","wikidata":"https://www.wikidata.org/wiki/Q2447890","display_name":"Gabor filter","level":3,"score":0.730762779712677},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.5954704880714417},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5726070404052734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5150861144065857},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5140027403831482},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4629635810852051},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4299318492412567},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4217776358127594},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3886173665523529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3826637864112854},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3061078190803528},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14820867776870728},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14776498079299927},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.04903680086135864},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.04166698455810547},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1201/9781003453406-14","doi":"https://doi.org/10.1201/9781003453406-14","is_oa":false,"landing_page_url":"https://doi.org/10.1201/9781003453406-14","pdf_url":null,"source":{"id":"https://openalex.org/S4306463075","display_name":"CRC Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320584","host_organization_name":"CRC Press","host_organization_lineage":["https://openalex.org/P4310320584","https://openalex.org/P4310320547"],"host_organization_lineage_names":["CRC Press","Taylor & Francis"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems and Applications in Computer Vision","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3000735623","https://openalex.org/W3006710303","https://openalex.org/W2234440118","https://openalex.org/W3175638777","https://openalex.org/W4400388546","https://openalex.org/W4386427269","https://openalex.org/W7217220822","https://openalex.org/W4402937007","https://openalex.org/W4224272083","https://openalex.org/W2567670872"],"abstract_inverted_index":{"Medical":[0],"imaging":[1],"techniques":[2],"are":[3],"the":[4,29,36,62,74,107,139,149],"key":[5],"sources":[6],"of":[7,12,20,49,61,76,89,102,161],"input":[8],"in":[9,44,155,159],"any":[10],"kind":[11,157],"disease":[13],"diagnosis":[14],"and":[15,33,81,96,114,131,164],"detection.":[16],"The":[17,47],"automated":[18],"analysis":[19],"such":[21,66],"images":[22,92],"using":[23,138],"machine":[24],"learning":[25],"algorithms":[26],"has":[27],"made":[28],"task":[30,43],"more":[31],"cost-":[32],"time-effective.":[34],"But":[35],"feature":[37,82],"extraction":[38],"is":[39,52,59,69,152],"still":[40],"a":[41,70,87,100],"cumbersome":[42],"this":[45,50,56,94,143],"procedure.":[46],"aim":[48],"study":[51],"to":[53],"claim":[54],"that":[55,148],"Gabor":[57,108,140,150],"filter":[58,72,151],"one":[60],"best":[63],"options":[64],"for":[65,73,93,128],"images.":[67,121],"It":[68],"linear":[71],"intent":[75],"texture":[77],"analysis,":[78],"edge":[79,116],"detection,":[80],"extraction.":[83],"We":[84,122],"have":[85,98,123,146],"selected":[86],"dataset":[88],"brain":[90],"MRI":[91],"study,":[95,144],"we":[97,132,145],"done":[99],"comparison":[101],"different":[103],"filters":[104],"\u2013":[105,118],"namely":[106],"filter,":[109,111,113],"Gaussian":[110],"median":[112],"Sobel":[115],"detection":[117],"on":[119],"these":[120],"used":[124],"Random":[125],"Forest":[126],"classifier":[127],"classification":[129],"purposes,":[130],"arrived":[133],"at":[134],"83.33":[135],"percent":[136],"accuracy":[137],"filter.":[141],"From":[142],"concluded":[147],"very":[153],"efficient":[154],"its":[156],"both":[158],"terms":[160],"computation":[162],"power":[163],"accuracy.":[165]},"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2023-09-14T00:00:00"}