{"id":"https://openalex.org/W1965310394","doi":"https://doi.org/10.1109/cbms.2012.6266370","title":"k-Gabor: A new feature extraction method for medical images providing internal analysis","display_name":"k-Gabor: A new feature extraction method for medical images providing internal analysis","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1965310394","doi":"https://doi.org/10.1109/cbms.2012.6266370","mag":"1965310394"},"language":"en","primary_location":{"id":"doi:10.1109/cbms.2012.6266370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","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/A5051871464","display_name":"Gabriel Efrain Humpire Mamani","orcid":"https://orcid.org/0000-0002-3199-8163"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gabriel Humpire-Mamani","raw_affiliation_strings":["Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","University of Sao Paulo, Computer Science Dept., Sao Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"University of Sao Paulo, Computer Science Dept., Sao Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014783020","display_name":"Agma J. M. Traina","orcid":"https://orcid.org/0000-0003-4929-7258"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Agma J. M. Traina","raw_affiliation_strings":["Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","University of Sao Paulo, Computer Science Dept., Sao Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"University of Sao Paulo, Computer Science Dept., Sao Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020611078","display_name":"Caetano Traina","orcid":"https://orcid.org/0000-0002-6625-6047"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Caetano Traina","raw_affiliation_strings":["Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","University of Sao Paulo, Computer Science Dept., Sao Carlos, Brasil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, University of Sao Paulo, Sao Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"University of Sao Paulo, Computer Science Dept., Sao Carlos, Brasil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.4512,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.564105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994000196456909,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9890000224113464,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9851999878883362,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7327309846878052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7076377868652344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.65708988904953},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6374456882476807},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5887330174446106},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5785002708435059},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5732662081718445},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5385059118270874},{"id":"https://openalex.org/keywords/gabor-filter","display_name":"Gabor filter","score":0.538407564163208},{"id":"https://openalex.org/keywords/gabor-transform","display_name":"Gabor transform","score":0.5288454294204712},{"id":"https://openalex.org/keywords/extractor","display_name":"Extractor","score":0.51820307970047},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5163785219192505},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5094524025917053},{"id":"https://openalex.org/keywords/gabor-wavelet","display_name":"Gabor wavelet","score":0.4789617359638214},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4667741656303406},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41352757811546326},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.18070775270462036},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0662628710269928}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7327309846878052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7076377868652344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.65708988904953},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6374456882476807},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5887330174446106},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5785002708435059},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5732662081718445},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5385059118270874},{"id":"https://openalex.org/C2779883129","wikidata":"https://www.wikidata.org/wiki/Q2447890","display_name":"Gabor filter","level":3,"score":0.538407564163208},{"id":"https://openalex.org/C173149727","wikidata":"https://www.wikidata.org/wiki/Q996397","display_name":"Gabor transform","level":4,"score":0.5288454294204712},{"id":"https://openalex.org/C117978034","wikidata":"https://www.wikidata.org/wiki/Q5422192","display_name":"Extractor","level":2,"score":0.51820307970047},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5163785219192505},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5094524025917053},{"id":"https://openalex.org/C136902061","wikidata":"https://www.wikidata.org/wiki/Q16981559","display_name":"Gabor wavelet","level":5,"score":0.4789617359638214},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4667741656303406},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41352757811546326},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.18070775270462036},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0662628710269928},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.0},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cbms.2012.6266370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbms.2012.6266370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1517803616","https://openalex.org/W1521726165","https://openalex.org/W1660390307","https://openalex.org/W2038701761","https://openalex.org/W2075882673","https://openalex.org/W2102476268","https://openalex.org/W2125148312","https://openalex.org/W2136071439","https://openalex.org/W3128719416","https://openalex.org/W6679887705"],"related_works":["https://openalex.org/W1560071024","https://openalex.org/W2070838085","https://openalex.org/W2495360253","https://openalex.org/W2382852560","https://openalex.org/W3156532881","https://openalex.org/W2355879620","https://openalex.org/W1830749786","https://openalex.org/W3016960874","https://openalex.org/W2066448268","https://openalex.org/W2373012758"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"the":[3,33,48,64,72,77,84,86,95,100],"k-Gabor":[4,34,101],"method,":[5],"a":[6,20,51,55],"new":[7],"image":[8,17,57],"feature":[9,60],"extractor":[10],"that":[11],"captures":[12],"texture":[13,26,38],"information":[14,39,82],"from":[15,40,71,83],"medical":[16],"regions":[18],"without":[19],"costly":[21],"segmentation":[22],"usually":[23],"associated":[24],"to":[25,88,98],"extractors.":[27],"It":[28],"employs":[29],"Gabor":[30],"filters,":[31],"thus,":[32],"method":[35],"can":[36],"quantify":[37],"specific":[41],"regions,":[42],"tissues":[43],"and":[44],"internal":[45],"structures":[46],"of":[47,107],"images":[49,65],"providing":[50,80],"succint":[52],"representation":[53],"for":[54],"richer":[56],"analysis.":[58],"The":[59],"vectors":[61],"generated":[62],"describe":[63],"more":[66],"precisely":[67],"than":[68],"other":[69],"methods":[70],"literature,":[73],"as":[74],"shown":[75],"in":[76],"experiments.":[78],"Besides":[79],"meaningful":[81],"images,":[85],"cost":[87],"obtain":[89],"it":[90],"is":[91],"very":[92],"small,":[93],"since":[94],"total":[96],"time":[97],"extract":[99],"features":[102],"was":[103],"always":[104],"only":[105],"fractions":[106],"seconds.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}