{"id":"https://openalex.org/W2607538400","doi":"https://doi.org/10.1186/s13640-017-0178-1","title":"DTCTH: a discriminative local pattern descriptor for image classification","display_name":"DTCTH: a discriminative local pattern descriptor for image classification","publication_year":2017,"publication_date":"2017-04-28","ids":{"openalex":"https://openalex.org/W2607538400","doi":"https://doi.org/10.1186/s13640-017-0178-1","mag":"2607538400"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-017-0178-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0178-1","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0178-1","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0178-1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108668660","display_name":"Md. Mostafijur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Mostafijur Rahman","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","institution_ids":["https://openalex.org/I205746353"]},{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102397632","display_name":"Shanto Rahman","orcid":"https://orcid.org/0000-0002-0599-8215"},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shanto Rahman","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","institution_ids":["https://openalex.org/I205746353"]},{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rayhanur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rayhanur Rahman","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","institution_ids":["https://openalex.org/I205746353"]},{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062972061","display_name":"B M Mainul Hossain","orcid":"https://orcid.org/0000-0002-0447-4217"},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"B. M. Mainul Hossain","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","institution_ids":["https://openalex.org/I205746353"]},{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111187876","display_name":"Mohammad Shoyaib","orcid":null},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mohammad Shoyaib","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Dhaka-1000, Bangladesh","institution_ids":["https://openalex.org/I205746353"]},{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I205746353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108668660"],"corresponding_institution_ids":["https://openalex.org/I205746353"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.4785,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.89381422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2017","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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":0.9983999729156494,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.9028732776641846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7665354013442993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7646116018295288},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.6852947473526001},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.6735843420028687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6582977771759033},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6226639151573181},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.6134970784187317},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.574851393699646},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4443114101886749},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4238024353981018},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4137040674686432},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0644974410533905}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.9028732776641846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7665354013442993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7646116018295288},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.6852947473526001},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.6735843420028687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6582977771759033},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6226639151573181},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.6134970784187317},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.574851393699646},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4443114101886749},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4238024353981018},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4137040674686432},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0644974410533905},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13640-017-0178-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0178-1","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0178-1","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a54ad7f0d6224b62af076d7f648a1f8f","is_oa":false,"landing_page_url":"https://doaj.org/article/a54ad7f0d6224b62af076d7f648a1f8f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Image and Video Processing, Vol 2017, Iss 1, Pp 1-24 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13640-017-0178-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0178-1","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-017-0178-1","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["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":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2607538400.pdf","grobid_xml":"https://content.openalex.org/works/W2607538400.grobid-xml"},"referenced_works_count":114,"referenced_works":["https://openalex.org/W16018159","https://openalex.org/W102869824","https://openalex.org/W280294731","https://openalex.org/W315880484","https://openalex.org/W645748567","https://openalex.org/W1488783102","https://openalex.org/W1566135517","https://openalex.org/W1576445103","https://openalex.org/W1589362500","https://openalex.org/W1590413488","https://openalex.org/W1606858007","https://openalex.org/W1674866864","https://openalex.org/W1808256548","https://openalex.org/W1825459403","https://openalex.org/W1964762821","https://openalex.org/W1983971365","https://openalex.org/W1990254706","https://openalex.org/W1995390334","https://openalex.org/W1995997122","https://openalex.org/W2000820603","https://openalex.org/W2012982995","https://openalex.org/W2018959938","https://openalex.org/W2020180389","https://openalex.org/W2023199509","https://openalex.org/W2025046751","https://openalex.org/W2027922120","https://openalex.org/W2028880308","https://openalex.org/W2028930140","https://openalex.org/W2031454541","https://openalex.org/W2037901790","https://openalex.org/W2038260641","https://openalex.org/W2047653599","https://openalex.org/W2052575990","https://openalex.org/W2053544201","https://openalex.org/W2058098602","https://openalex.org/W2062118960","https://openalex.org/W2071309849","https://openalex.org/W2077689834","https://openalex.org/W2084776495","https://openalex.org/W2085466496","https://openalex.org/W2089888558","https://openalex.org/W2090042335","https://openalex.org/W2095152088","https://openalex.org/W2096171208","https://openalex.org/W2096343094","https://openalex.org/W2097018403","https://openalex.org/W2099528205","https://openalex.org/W2102992979","https://openalex.org/W2103943262","https://openalex.org/W2104853049","https://openalex.org/W2105030929","https://openalex.org/W2113855951","https://openalex.org/W2115941714","https://openalex.org/W2118585731","https://openalex.org/W2119605622","https://openalex.org/W2121102817","https://openalex.org/W2123745357","https://openalex.org/W2125127226","https://openalex.org/W2125310690","https://openalex.org/W2125574651","https://openalex.org/W2126698653","https://openalex.org/W2131081720","https://openalex.org/W2134380836","https://openalex.org/W2134670479","https://openalex.org/W2138826255","https://openalex.org/W2140959843","https://openalex.org/W2142422094","https://openalex.org/W2144937830","https://openalex.org/W2145072179","https://openalex.org/W2145123578","https://openalex.org/W2145310492","https://openalex.org/W2145406111","https://openalex.org/W2145947562","https://openalex.org/W2146215822","https://openalex.org/W2147141800","https://openalex.org/W2147625498","https://openalex.org/W2149640558","https://openalex.org/W2151103935","https://openalex.org/W2151800797","https://openalex.org/W2152161678","https://openalex.org/W2154716422","https://openalex.org/W2155231285","https://openalex.org/W2157239837","https://openalex.org/W2159665190","https://openalex.org/W2161969291","https://openalex.org/W2162212468","https://openalex.org/W2162881463","https://openalex.org/W2162915993","https://openalex.org/W2163352848","https://openalex.org/W2163605009","https://openalex.org/W2163808566","https://openalex.org/W2165414070","https://openalex.org/W2165828254","https://openalex.org/W2166049352","https://openalex.org/W2166742463","https://openalex.org/W2169177311","https://openalex.org/W2172196609","https://openalex.org/W2177274842","https://openalex.org/W2187250581","https://openalex.org/W2206032734","https://openalex.org/W2313495061","https://openalex.org/W2439595384","https://openalex.org/W2492794003","https://openalex.org/W2499308752","https://openalex.org/W2559655401","https://openalex.org/W2596585349","https://openalex.org/W2597289420","https://openalex.org/W2604272474","https://openalex.org/W2963173190","https://openalex.org/W3143763605","https://openalex.org/W3145063618","https://openalex.org/W3147929628","https://openalex.org/W4301409532","https://openalex.org/W6600281463"],"related_works":["https://openalex.org/W1990254706","https://openalex.org/W2420702882","https://openalex.org/W2181817726","https://openalex.org/W2049862374","https://openalex.org/W2560749169","https://openalex.org/W2746156314","https://openalex.org/W3018375584","https://openalex.org/W1966028303","https://openalex.org/W1971623867","https://openalex.org/W2155775419"],"abstract_inverted_index":{"Despite":[0],"lots":[1],"of":[2,62,85,111],"effort":[3],"being":[4],"exerted":[5],"in":[6,30,101],"designing":[7],"feature":[8,17,64,142],"descriptors,":[9,18],"it":[10,78],"is":[11,71],"still":[12],"challenging":[13],"to":[14,26,57,98],"find":[15],"generalized":[16,97],"with":[19,104],"acceptable":[20],"discrimination":[21],"ability,":[22],"which":[23,53],"are":[24],"able":[25],"capture":[27],"prominent":[28],"features":[29],"various":[31],"image":[32,51,87],"processing":[33],"applications.":[34],"To":[35,107],"address":[36],"this":[37],"issue,":[38],"we":[39,113],"propose":[40],"a":[41,63],"computationally":[42],"feasible":[43],"discriminative":[44,82],"ternary":[45],"census":[46],"transform":[47],"histogram":[48],"(DTCTH)":[49],"for":[50],"representation":[52],"uses":[54],"dynamic":[55],"thresholds":[56],"perceive":[58],"the":[59,81,109,139],"key":[60],"properties":[61,84],"descriptor.":[65],"The":[66,126],"code":[67],"produced":[68],"by":[69,88],"DTCTH":[70,94,131],"more":[72,96],"stable":[73],"against":[74],"intensity":[75],"fluctuation,":[76],"and":[77,155],"mainly":[79],"captures":[80],"structural":[83],"an":[86],"suppressing":[89],"unnecessary":[90],"background":[91],"information.":[92],"Thus,":[93],"becomes":[95],"be":[99],"used":[100],"different":[102,120],"applications":[103,121],"reasonable":[105],"accuracies.":[106],"validate":[108],"generalizability":[110],"DTCTH,":[112],"have":[114],"conducted":[115],"rigorous":[116],"experiments":[117],"on":[118],"five":[119],"considering":[122],"nine":[123],"benchmark":[124],"datasets.":[125],"experimental":[127],"results":[128],"demonstrate":[129],"that":[130],"performs":[132],"as":[133,135,145],"high":[134],"28.08%":[136],"better":[137],"than":[138],"existing":[140],"state-of-the-art":[141],"descriptors":[143],"such":[144],"GIST,":[146],"SIFT,":[147],"HOG,":[148],"LBP,":[149],"CLBP,":[150],"OC-LBP,":[151],"LGP,":[152],"LTP,":[153],"LAID,":[154],"CENTRIST.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
