{"id":"https://openalex.org/W2807891343","doi":"https://doi.org/10.1186/s13640-018-0285-7","title":"Scene search based on the adapted triangular regions and soft clustering to improve the effectiveness of the visual-bag-of-words model","display_name":"Scene search based on the adapted triangular regions and soft clustering to improve the effectiveness of the visual-bag-of-words model","publication_year":2018,"publication_date":"2018-06-13","ids":{"openalex":"https://openalex.org/W2807891343","doi":"https://doi.org/10.1186/s13640-018-0285-7","mag":"2807891343"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-018-0285-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-018-0285-7","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0285-7","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/s13640-018-0285-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074075852","display_name":"Zahid Mehmood","orcid":"https://orcid.org/0000-0003-4888-2594"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zahid Mehmood","raw_affiliation_strings":["Department of Software Engineering, University of Engineering and Technology, Taxila, 47050, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007343856","display_name":"Naila Gul","orcid":null},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Naila Gul","raw_affiliation_strings":["Department of Basic Sciences, University of Engineering and Technology, Taxila, 47050, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Sciences, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042680377","display_name":"Muhammad Mohsin Altaf","orcid":"https://orcid.org/0000-0002-8379-2327"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Altaf","raw_affiliation_strings":["Department of Basic Sciences, University of Engineering and Technology, Taxila, 47050, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Sciences, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025537111","display_name":"Toqeer Mahmood","orcid":"https://orcid.org/0000-0003-3125-2430"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Toqeer Mahmood","raw_affiliation_strings":["Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Engineering and Technology, Taxila, 47050, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018549351","display_name":"Tanzila Saba","orcid":"https://orcid.org/0000-0003-3138-3801"},"institutions":[{"id":"https://openalex.org/I142024983","display_name":"Prince Sultan University","ror":"https://ror.org/053mqrf26","country_code":"SA","type":"education","lineage":["https://openalex.org/I142024983"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Tanzila Saba","raw_affiliation_strings":["College of Computer and Information Sciences, Prince Sultan University, Riyadh, 11586, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Prince Sultan University, Riyadh, 11586, Saudi Arabia","institution_ids":["https://openalex.org/I142024983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062125413","display_name":"Amjad Rehman","orcid":"https://orcid.org/0000-0002-3817-2655"},"institutions":[{"id":"https://openalex.org/I4210135077","display_name":"Al Yamamah University","ror":"https://ror.org/036b03a90","country_code":"SA","type":"education","lineage":["https://openalex.org/I4210135077"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amjad Rehman","raw_affiliation_strings":["College of Computer and Information Systems, Al-Yamamah University, Riyadh, 11512, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Systems, Al-Yamamah University, Riyadh, 11512, Saudi Arabia","institution_ids":["https://openalex.org/I4210135077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004698768","display_name":"Muhammad Tariq Mahmood","orcid":"https://orcid.org/0000-0001-6814-3137"},"institutions":[{"id":"https://openalex.org/I35886859","display_name":"Korea University of Technology and Education","ror":"https://ror.org/053nycv62","country_code":"KR","type":"education","lineage":["https://openalex.org/I35886859"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Muhammad Tariq Mahmood","raw_affiliation_strings":["School of Computer Science and Engineering, Korea University of Technology and Education, Cheonan, 330-708, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Korea University of Technology and Education, Cheonan, 330-708, Republic of Korea","institution_ids":["https://openalex.org/I35886859"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5004698768"],"corresponding_institution_ids":["https://openalex.org/I35886859"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":1.8025,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.89277685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2018","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":1.0,"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":1.0,"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":0.9998000264167786,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.987500011920929,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7099813222885132},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6298762559890747},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5738323330879211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49796104431152344},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.4459204077720642},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.44507795572280884},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.4391889274120331},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3182355761528015},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2928081452846527}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7099813222885132},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6298762559890747},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5738323330879211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49796104431152344},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.4459204077720642},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.44507795572280884},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4391889274120331},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3182355761528015},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2928081452846527}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13640-018-0285-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-018-0285-7","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0285-7","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:29d0693de8bc498d94708459a7efd983","is_oa":true,"landing_page_url":"https://doaj.org/article/29d0693de8bc498d94708459a7efd983","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Image and Video Processing, Vol 2018, Iss 1, Pp 1-16 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13640-018-0285-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-018-0285-7","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-018-0285-7","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807891343.pdf","grobid_xml":"https://content.openalex.org/works/W2807891343.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W570861193","https://openalex.org/W583154371","https://openalex.org/W890353165","https://openalex.org/W968110725","https://openalex.org/W1500053687","https://openalex.org/W1508678212","https://openalex.org/W1510073064","https://openalex.org/W1568373088","https://openalex.org/W1576445103","https://openalex.org/W1625255723","https://openalex.org/W1866917941","https://openalex.org/W1967540507","https://openalex.org/W1977601302","https://openalex.org/W1982336198","https://openalex.org/W1991714174","https://openalex.org/W2003488584","https://openalex.org/W2004025832","https://openalex.org/W2017814585","https://openalex.org/W2042319986","https://openalex.org/W2046670074","https://openalex.org/W2046766629","https://openalex.org/W2052154341","https://openalex.org/W2068268607","https://openalex.org/W2073459066","https://openalex.org/W2077832074","https://openalex.org/W2087544865","https://openalex.org/W2088779313","https://openalex.org/W2107034620","https://openalex.org/W2120862088","https://openalex.org/W2130230179","https://openalex.org/W2131846894","https://openalex.org/W2135705692","https://openalex.org/W2141362318","https://openalex.org/W2142606785","https://openalex.org/W2144048175","https://openalex.org/W2144679084","https://openalex.org/W2148141637","https://openalex.org/W2155980617","https://openalex.org/W2162915993","https://openalex.org/W2163096995","https://openalex.org/W2163352848","https://openalex.org/W2172231696","https://openalex.org/W2272004637","https://openalex.org/W2335959168","https://openalex.org/W2504981983","https://openalex.org/W2510525628","https://openalex.org/W2556373872","https://openalex.org/W2674461348","https://openalex.org/W2760998155","https://openalex.org/W2762383441","https://openalex.org/W2784128585","https://openalex.org/W2784923669","https://openalex.org/W2791771578","https://openalex.org/W2802644309","https://openalex.org/W4365799970","https://openalex.org/W6636494156"],"related_works":["https://openalex.org/W2416959398","https://openalex.org/W2960611766","https://openalex.org/W2761229199","https://openalex.org/W2089679607","https://openalex.org/W2132136587","https://openalex.org/W2131457589","https://openalex.org/W1595732891","https://openalex.org/W2523262352","https://openalex.org/W3201443322","https://openalex.org/W1968020859"],"abstract_inverted_index":{"The":[0,24,58,181,222],"storage":[1],"size":[2],"of":[3,19,26,56,66,69,85,99,106,134,143,147,178,193,200,207,211,218,237],"the":[4,16,36,48,53,64,67,91,96,100,104,107,128,141,148,174,185,197,201,208,212,216,219,238,245],"image":[5,21,31,49,74,87,112,118,136,195,231],"and":[6,42,51,170,214,225],"video":[7],"repositories":[8],"are":[9,61,88],"growing":[10],"day":[11,13],"by":[12,34],"due":[14,139],"to":[15,80,102,125,140,196],"extensive":[17],"use":[18],"digital":[20],"acquisition":[22],"devices.":[23],"position":[25,105],"an":[27,30,86,135,234],"object":[28],"within":[29],"is":[32,120,137,242],"obtained":[33],"analyzing":[35],"content-based":[37],"properties":[38,46],"like":[39],"shape,":[40],"texture,":[41],"color,":[43],"while":[44],"compositional":[45],"present":[47],"layout":[50],"include":[52],"photographic":[54],"rule":[55,68],"composition.":[57],"high-quality":[59],"images":[60],"captured":[62],"on":[63,90,229],"basis":[65],"thirds":[70],"that":[71,241],"divide":[72],"each":[73,179,194],"into":[75],"nine":[76],"square":[77],"areas.":[78],"According":[79,124],"this":[81,126],"rule,":[82],"salient":[83,108,132],"objects":[84,133],"placed":[89],"intersection":[92],"points":[93],"or":[94],"along":[95],"imagery":[97],"lines":[98],"grid":[101],"capture":[103],"objects.":[109],"To":[110],"improve":[111],"retrieval":[113],"performance,":[114],"visual-bag-of-words":[115],"(VBoW)":[116],"framework-based":[117],"representation":[119],"widely":[121],"used":[122],"nowadays.":[123],"framework,":[127,203],"spatial":[129,186],"relationship":[130],"between":[131],"lost":[138],"formation":[142],"a":[144,153],"global":[145],"histogram":[146],"image.":[149,180],"This":[150],"article":[151],"presents":[152],"novel":[154],"adapted":[155,190],"triangular":[156,171,176,191],"area-based":[157],"technique,":[158],"which":[159],"computes":[160],"local":[161],"intensity":[162],"order":[163],"pattern":[164],"(LIOP)":[165],"features,":[166],"weighted":[167],"soft":[168],"codebooks,":[169],"histograms":[172],"from":[173,188],"four":[175,189],"areas":[177,192],"proposed":[182,239],"technique":[183,240],"adds":[184],"contents":[187],"inverted":[198],"index":[199],"VBoW":[202],"solve":[204],"overfitting":[205],"problem":[206,217],"larger":[209],"sizes":[210],"codebook,":[213],"overwhelmed":[215],"semantic":[220],"gap.":[221],"experimental":[223],"results":[224],"statistical":[226],"analysis":[227],"performed":[228],"five":[230],"collections":[232],"show":[233],"encouraging":[235],"robustness":[236],"compared":[243],"with":[244],"recent":[246],"CBIR":[247],"techniques.":[248]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
