{"id":"https://openalex.org/W3216467667","doi":"https://doi.org/10.1007/s42979-021-00935-8","title":"Image Abstraction Framework as a Pre-processing Technique for Accurate Classification of Archaeological Monuments Using Machine Learning Approaches","display_name":"Image Abstraction Framework as a Pre-processing Technique for Accurate Classification of Archaeological Monuments Using Machine Learning Approaches","publication_year":2021,"publication_date":"2021-11-26","ids":{"openalex":"https://openalex.org/W3216467667","doi":"https://doi.org/10.1007/s42979-021-00935-8","mag":"3216467667"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-021-00935-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00935-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"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/A5111921652","display_name":"M. P. Pavan Kumar","orcid":"https://orcid.org/0000-0002-8894-529X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"M. P. Pavan Kumar","raw_affiliation_strings":["Department of ISE, JNNCE, Shivamogga, India"],"raw_orcid":"https://orcid.org/0000-0002-9372-9065","affiliations":[{"raw_affiliation_string":"Department of ISE, JNNCE, Shivamogga, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113075860","display_name":"B. Poornima","orcid":null},"institutions":[{"id":"https://openalex.org/I142253595","display_name":"University B.D.T College of Engineering","ror":"https://ror.org/033dx8j94","country_code":"IN","type":"education","lineage":["https://openalex.org/I142253595"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Poornima","raw_affiliation_strings":["Department of ISE, B.I.E.T, Davanagere, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ISE, B.I.E.T, Davanagere, India","institution_ids":["https://openalex.org/I142253595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075002813","display_name":"H. S. Nagendraswamy","orcid":"https://orcid.org/0009-0001-2614-6169"},"institutions":[{"id":"https://openalex.org/I204743663","display_name":"University of Mysore","ror":"https://ror.org/012bxv356","country_code":"IN","type":"education","lineage":["https://openalex.org/I204743663"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H. S. Nagendraswamy","raw_affiliation_strings":["Department of Studies in CS, University of Mysore, Mysore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studies in CS, University of Mysore, Mysore, India","institution_ids":["https://openalex.org/I204743663"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114121439","display_name":"Chinthakunta Manjunath","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C. Manjunath","raw_affiliation_strings":["Department of ME, JNNCE, Shivamogga, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ME, JNNCE, Shivamogga, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015407184","display_name":"B. E. Rangaswamy","orcid":"https://orcid.org/0000-0003-2162-5256"},"institutions":[{"id":"https://openalex.org/I65674248","display_name":"Visvesvaraya Technological University","ror":"https://ror.org/00ha14p11","country_code":"IN","type":"education","lineage":["https://openalex.org/I65674248"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. E. Rangaswamy","raw_affiliation_strings":["Registrar (Evaluation), Visvesvaraya Technological University, Belagavi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Registrar (Evaluation), Visvesvaraya Technological University, Belagavi, India","institution_ids":["https://openalex.org/I65674248"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080906540","display_name":"M. Varsha","orcid":null},"institutions":[{"id":"https://openalex.org/I142253595","display_name":"University B.D.T College of Engineering","ror":"https://ror.org/033dx8j94","country_code":"IN","type":"education","lineage":["https://openalex.org/I142253595"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Varsha","raw_affiliation_strings":["Department of ISE, B.I.E.T, Davanagere, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ISE, B.I.E.T, Davanagere, India","institution_ids":["https://openalex.org/I142253595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110575685","display_name":"H. P. Vinutha","orcid":null},"institutions":[{"id":"https://openalex.org/I142253595","display_name":"University B.D.T College of Engineering","ror":"https://ror.org/033dx8j94","country_code":"IN","type":"education","lineage":["https://openalex.org/I142253595"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H. P. Vinutha","raw_affiliation_strings":["Department of ISE, B.I.E.T, Davanagere, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of ISE, B.I.E.T, Davanagere, India","institution_ids":["https://openalex.org/I142253595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5111921652"],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.2909,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57511783,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"3","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":0.9958000183105469,"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":0.9958000183105469,"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":0.9927999973297119,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9905999898910522,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7421380281448364},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.72920823097229},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7094507813453674},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5780885815620422},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5454110503196716},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5203371047973633},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.47817641496658325},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4446149468421936},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.44225186109542847},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4285942018032074},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3836636245250702}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7421380281448364},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.72920823097229},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7094507813453674},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5780885815620422},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5454110503196716},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5203371047973633},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.47817641496658325},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4446149468421936},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.44225186109542847},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4285942018032074},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3836636245250702},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":1,"locations":[{"id":"doi:10.1007/s42979-021-00935-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00935-8","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":103,"referenced_works":["https://openalex.org/W49447900","https://openalex.org/W68246004","https://openalex.org/W132236303","https://openalex.org/W139994571","https://openalex.org/W809699160","https://openalex.org/W1539557979","https://openalex.org/W1542943854","https://openalex.org/W1567126838","https://openalex.org/W1652321627","https://openalex.org/W1877061198","https://openalex.org/W1968812721","https://openalex.org/W1969437191","https://openalex.org/W1974870326","https://openalex.org/W1976478698","https://openalex.org/W1983364832","https://openalex.org/W1996283814","https://openalex.org/W2012413612","https://openalex.org/W2015666507","https://openalex.org/W2017022605","https://openalex.org/W2030497069","https://openalex.org/W2031389347","https://openalex.org/W2044465660","https://openalex.org/W2058537106","https://openalex.org/W2067098972","https://openalex.org/W2083610878","https://openalex.org/W2085448797","https://openalex.org/W2088230067","https://openalex.org/W2099046646","https://openalex.org/W2102166818","https://openalex.org/W2109253138","https://openalex.org/W2111308925","https://openalex.org/W2121411399","https://openalex.org/W2124583192","https://openalex.org/W2127129827","https://openalex.org/W2127393810","https://openalex.org/W2127897917","https://openalex.org/W2143153537","https://openalex.org/W2144354855","https://openalex.org/W2147469781","https://openalex.org/W2147832946","https://openalex.org/W2150134853","https://openalex.org/W2157791002","https://openalex.org/W2161328579","https://openalex.org/W2165698076","https://openalex.org/W2170410665","https://openalex.org/W2172000360","https://openalex.org/W2197014440","https://openalex.org/W2245625259","https://openalex.org/W2289108705","https://openalex.org/W2293220651","https://openalex.org/W2331161526","https://openalex.org/W2352616222","https://openalex.org/W2508457857","https://openalex.org/W2512351403","https://openalex.org/W2520855673","https://openalex.org/W2588380140","https://openalex.org/W2588581370","https://openalex.org/W2591916814","https://openalex.org/W2613647504","https://openalex.org/W2618530766","https://openalex.org/W2624278811","https://openalex.org/W2626886357","https://openalex.org/W2741886321","https://openalex.org/W2770277822","https://openalex.org/W2797528855","https://openalex.org/W2797908940","https://openalex.org/W2802576584","https://openalex.org/W2805808823","https://openalex.org/W2911978659","https://openalex.org/W2912310862","https://openalex.org/W2922858103","https://openalex.org/W2942979781","https://openalex.org/W2955506857","https://openalex.org/W2965643525","https://openalex.org/W2972296998","https://openalex.org/W2979395867","https://openalex.org/W2982204103","https://openalex.org/W2992530986","https://openalex.org/W2997196218","https://openalex.org/W3005743304","https://openalex.org/W3009905891","https://openalex.org/W3016872705","https://openalex.org/W3033801969","https://openalex.org/W3037934875","https://openalex.org/W3046137190","https://openalex.org/W3107706313","https://openalex.org/W3123020635","https://openalex.org/W3123286975","https://openalex.org/W3126389933","https://openalex.org/W3136629034","https://openalex.org/W3138734203","https://openalex.org/W3138773748","https://openalex.org/W3141641035","https://openalex.org/W3142903297","https://openalex.org/W4206682918","https://openalex.org/W4225724451","https://openalex.org/W4292933928","https://openalex.org/W4409443804","https://openalex.org/W6601104142","https://openalex.org/W6726717856","https://openalex.org/W6903876219","https://openalex.org/W6960282251","https://openalex.org/W6963809962"],"related_works":["https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W3045811229","https://openalex.org/W4300973204","https://openalex.org/W1483408780","https://openalex.org/W4284884309","https://openalex.org/W2801208768","https://openalex.org/W2134401318","https://openalex.org/W1555506570","https://openalex.org/W1966354130"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
