{"id":"https://openalex.org/W2026560325","doi":"https://doi.org/10.1145/1963564.1963572","title":"Application of fractal parameters for unsupervised classification of SAR images","display_name":"Application of fractal parameters for unsupervised classification of SAR images","publication_year":2010,"publication_date":"2010-12-27","ids":{"openalex":"https://openalex.org/W2026560325","doi":"https://doi.org/10.1145/1963564.1963572","mag":"2026560325"},"language":"en","primary_location":{"id":"doi:10.1145/1963564.1963572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1963564.1963572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia","raw_type":"proceedings-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/A5014599891","display_name":"Triloki Pant","orcid":"https://orcid.org/0000-0001-8472-3094"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Triloki Pant","raw_affiliation_strings":["IIIT Allahabad, Deoghat, Jhalwa, Allahabad (UP)","IIIT Allahabad, Deoghat, Jhalwa, Allahabad (UP)#TAB#"],"affiliations":[{"raw_affiliation_string":"IIIT Allahabad, Deoghat, Jhalwa, Allahabad (UP)","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"IIIT Allahabad, Deoghat, Jhalwa, Allahabad (UP)#TAB#","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075489586","display_name":"Dharmendra Singh","orcid":"https://orcid.org/0000-0002-0396-1494"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dharmendra Singh","raw_affiliation_strings":["IIT Roorkee, Roorkee (Uttarakhand)","IIT Roorkee, Roorkee (Uttarakhand)#TAB#"],"affiliations":[{"raw_affiliation_string":"IIT Roorkee, Roorkee (Uttarakhand)","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"IIT Roorkee, Roorkee (Uttarakhand)#TAB#","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062951663","display_name":"Tanuja Srivastava","orcid":"https://orcid.org/0000-0002-0835-9435"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanuja Srivastava","raw_affiliation_strings":["IIT Roorkee, Roorkee (Uttarakhand)","IIT Roorkee, Roorkee (Uttarakhand)#TAB#"],"affiliations":[{"raw_affiliation_string":"IIT Roorkee, Roorkee (Uttarakhand)","institution_ids":["https://openalex.org/I154851008"]},{"raw_affiliation_string":"IIT Roorkee, Roorkee (Uttarakhand)#TAB#","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014599891"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.0864888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"45","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},"topics":[{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9812999963760376,"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"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9598000049591064,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lacunarity","display_name":"Lacunarity","score":0.8356375098228455},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.8255158066749573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6985622644424438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6823195219039917},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.6707154512405396},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5925622582435608},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5560676455497742},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.530763566493988},{"id":"https://openalex.org/keywords/fractal-dimension","display_name":"Fractal dimension","score":0.47748634219169617},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4684251546859741},{"id":"https://openalex.org/keywords/radar-imaging","display_name":"Radar imaging","score":0.4329809844493866},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3759986460208893},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.370357483625412},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.30288243293762207},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1644817292690277},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10681989789009094},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05751734972000122}],"concepts":[{"id":"https://openalex.org/C136534824","wikidata":"https://www.wikidata.org/wiki/Q2771020","display_name":"Lacunarity","level":4,"score":0.8356375098228455},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.8255158066749573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6985622644424438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6823195219039917},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.6707154512405396},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5925622582435608},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5560676455497742},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.530763566493988},{"id":"https://openalex.org/C26546657","wikidata":"https://www.wikidata.org/wiki/Q1412452","display_name":"Fractal dimension","level":3,"score":0.47748634219169617},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4684251546859741},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.4329809844493866},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3759986460208893},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.370357483625412},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.30288243293762207},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1644817292690277},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10681989789009094},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05751734972000122},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1963564.1963572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1963564.1963572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6200000047683716,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W127588364","https://openalex.org/W1597222998","https://openalex.org/W2000173628","https://openalex.org/W2003717787","https://openalex.org/W2076902914","https://openalex.org/W2078206416","https://openalex.org/W2109387757","https://openalex.org/W2115942820","https://openalex.org/W2119832857","https://openalex.org/W2125614842","https://openalex.org/W2126727010","https://openalex.org/W2141631790","https://openalex.org/W2148293479","https://openalex.org/W2150666871","https://openalex.org/W2151517024","https://openalex.org/W2158270878","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W202966560","https://openalex.org/W2090432285","https://openalex.org/W4378446848","https://openalex.org/W1788021775","https://openalex.org/W4299620820","https://openalex.org/W2120776642","https://openalex.org/W4366261618","https://openalex.org/W2545123933","https://openalex.org/W2585813813","https://openalex.org/W2041414401"],"abstract_inverted_index":{"Classification":[0],"of":[1,17,45,100,104],"any":[2],"satellite":[3,36,46,123,141],"image":[4],"with":[5,35],"unsupervised":[6,76],"or":[7],"supervised":[8],"technique":[9],"is":[10,38,91,120],"still":[11,24],"very":[12,39,56],"challenging":[13],"task.":[14],"A":[15],"lot":[16],"researchers":[18],"are":[19,54],"working":[20],"for":[21,78,113,132,140],"this":[22,66,82],"but":[23],"uncertainties":[25],"exist":[26],"to":[27,61,95,137,145],"label":[28],"the":[29,43,97,117],"different":[30],"classes.":[31],"Land":[32],"cover":[33],"classification":[34,70,114,130],"images":[37,53,107,134],"much":[40],"dependent":[41],"on":[42,122],"type":[44],"images.":[47,63],"Nowadays,":[48],"Synthetic":[49],"Aperture":[50],"Radar":[51],"(SAR)":[52],"giving":[55],"promising":[57],"results":[58],"in":[59,65,74],"comparison":[60],"optical":[62],"Therefore,":[64],"paper":[67],"a":[68,102],"contextual":[69],"has":[71,108],"been":[72,109],"performed":[73],"an":[75],"way":[77],"SAR":[79,106,124,142],"image.":[80],"For":[81],"purpose,":[83],"fractal":[84,87],"parameters":[85],"viz.":[86],"dimension":[88],"and":[89,111,115],"lacunarity":[90],"used.":[92],"In":[93],"order":[94],"apply":[96],"methodology,":[98],"first":[99],"all":[101],"set":[103],"simulated":[105,133],"generated":[110],"tested":[112],"then":[116],"proposed":[118],"methodology":[119],"applied":[121],"images,":[125],"i.e.,":[126],"ERS-2":[127],"SAR.":[128],"The":[129],"accuracy":[131],"comes":[135],"up":[136],"85%":[138],"whereas":[139],"it":[143],"reaches":[144],"76%.":[146]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
