{"id":"https://openalex.org/W1971146872","doi":"https://doi.org/10.1109/tip.2013.2246178","title":"In-Plane Rotation and Scale Invariant Clustering Using Dictionaries","display_name":"In-Plane Rotation and Scale Invariant Clustering Using Dictionaries","publication_year":2013,"publication_date":"2013-02-08","ids":{"openalex":"https://openalex.org/W1971146872","doi":"https://doi.org/10.1109/tip.2013.2246178","mag":"1971146872","pmid":"https://pubmed.ncbi.nlm.nih.gov/23399961"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2013.2246178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2246178","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100450920","display_name":"Yichen Chen","orcid":"https://orcid.org/0000-0003-4385-4180"},"institutions":[{"id":"https://openalex.org/I4210122018","display_name":"University of Maryland Extension","ror":"https://ror.org/03r8q5f36","country_code":"US","type":"education","lineage":["https://openalex.org/I4210122018"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi-Chen Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering and the Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742, USA. cheny08@umiacs.umd.edu","Dept of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and the Center for Automation Research, UMIACS, University of Maryland, College Park, MD 20742, USA. cheny08@umiacs.umd.edu","institution_ids":["https://openalex.org/I4210122018","https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048867062","display_name":"C. S. Sastry","orcid":"https://orcid.org/0000-0002-8706-1767"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. S. Sastry","raw_affiliation_strings":["Department of Mathematics, Indian Institute of Technology Hyderabad, Hyderabad, India","Dept. of Math., Indian Inst. of Technol. Hyderabad, Hyderabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Indian Institute of Technology Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"Dept. of Math., Indian Inst. of Technol. Hyderabad, Hyderabad, India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004716468","display_name":"Vishal M. Patel","orcid":"https://orcid.org/0000-0002-5239-692X"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V. M. Patel","raw_affiliation_strings":["Center for Automation Research, UMIACS, University of Maryland, College Park, MD, USA","Center for Autom. Res., Univ. of Maryland, College Park, MD, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Automation Research, UMIACS, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Center for Autom. Res., Univ. of Maryland, College Park, MD, USA#TAB#","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047918353","display_name":"P. Jonathon Phillips","orcid":"https://orcid.org/0000-0001-6284-5197"},"institutions":[{"id":"https://openalex.org/I1321296531","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416","country_code":"US","type":"funder","lineage":["https://openalex.org/I1321296531","https://openalex.org/I1343035065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. J. Phillips","raw_affiliation_strings":["National Institute of Standards and Technology, Gaithersburg, MD, USA","Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Standards and Technology, Gaithersburg, MD, USA","institution_ids":["https://openalex.org/I1321296531"]},{"raw_affiliation_string":"Nat. Inst. of Stand. & Technol., Gaithersburg, MD, USA","institution_ids":["https://openalex.org/I1321296531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102762707","display_name":"Rama Chellappa","orcid":"https://orcid.org/0000-0002-7638-1650"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Chellappa","raw_affiliation_strings":["Department of Electrical and Computer Engineering and the Center for Automation Research, UMIACS, University of Maryland, College Park, MD, USA","Dept of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering and the Center for Automation Research, UMIACS, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Dept of Electr. & Comput. Eng., Univ. of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9728,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95740232,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"6","first_page":"2166","last_page":"2180"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9976000189781189,"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":0.994700014591217,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7618364095687866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7190459966659546},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6943296194076538},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6498687863349915},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.6093959212303162},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5399292707443237},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5220420360565186},{"id":"https://openalex.org/keywords/scale-invariance","display_name":"Scale invariance","score":0.504142165184021},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.46334534883499146},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.4506521224975586},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42855334281921387},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42481252551078796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.366537481546402},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1962825357913971}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7618364095687866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7190459966659546},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6943296194076538},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6498687863349915},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.6093959212303162},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5399292707443237},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5220420360565186},{"id":"https://openalex.org/C135593079","wikidata":"https://www.wikidata.org/wiki/Q1750766","display_name":"Scale invariance","level":2,"score":0.504142165184021},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.46334534883499146},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.4506521224975586},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42855334281921387},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42481252551078796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.366537481546402},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1962825357913971},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2013.2246178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2013.2246178","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:23399961","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/23399961","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.381.8856","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.381.8856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.umiacs.umd.edu/users/pvishalm/Journal_pub/Clustering_tip13.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332178","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W283029246","https://openalex.org/W1496441095","https://openalex.org/W1966600465","https://openalex.org/W1986931325","https://openalex.org/W1990618541","https://openalex.org/W1992405901","https://openalex.org/W1998433034","https://openalex.org/W2003217181","https://openalex.org/W2019999981","https://openalex.org/W2027805700","https://openalex.org/W2031586513","https://openalex.org/W2034972122","https://openalex.org/W2057175746","https://openalex.org/W2069959554","https://openalex.org/W2082855665","https://openalex.org/W2083042020","https://openalex.org/W2099312605","https://openalex.org/W2102544546","https://openalex.org/W2114766304","https://openalex.org/W2116148865","https://openalex.org/W2118297240","https://openalex.org/W2124353687","https://openalex.org/W2127997443","https://openalex.org/W2128638419","https://openalex.org/W2128659236","https://openalex.org/W2129306288","https://openalex.org/W2129812935","https://openalex.org/W2134383016","https://openalex.org/W2135715315","https://openalex.org/W2139054653","https://openalex.org/W2139427956","https://openalex.org/W2146047955","https://openalex.org/W2150120413","https://openalex.org/W2151155403","https://openalex.org/W2151888644","https://openalex.org/W2160547390","https://openalex.org/W2163352848","https://openalex.org/W2163398148","https://openalex.org/W2164278383","https://openalex.org/W2165414070","https://openalex.org/W2167850198","https://openalex.org/W2177274842","https://openalex.org/W2540784894","https://openalex.org/W2548315356","https://openalex.org/W6614763650","https://openalex.org/W6681521150"],"related_works":["https://openalex.org/W2746816529","https://openalex.org/W2900811989","https://openalex.org/W2341223103","https://openalex.org/W2905186525","https://openalex.org/W1499339903","https://openalex.org/W2044706866","https://openalex.org/W2031096531","https://openalex.org/W4367727948","https://openalex.org/W3198880640","https://openalex.org/W2024252608"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"present":[4],"an":[5],"approach":[6,35],"that":[7,37,109],"simultaneously":[8],"clusters":[9,22],"images":[10,23],"and":[11,21,43,65,86,97,104],"learns":[12,19],"dictionaries":[13,20],"from":[14],"the":[15,25,33,60,80],"clusters.":[16],"The":[17,29],"method":[18,69,91],"in":[24,50],"radon":[26],"transform":[27],"domain.":[28],"main":[30],"feature":[31],"of":[32,62,73],"proposed":[34],"is":[36,48],"it":[38],"provides":[39,92],"both":[40,93],"in-plane":[41],"rotation":[42,64],"scale":[44,66],"invariant":[45,67],"clustering,":[46],"which":[47],"useful":[49],"numerous":[51],"applications,":[52],"including":[53],"content-based":[54],"image":[55],"retrieval":[56,95],"(CBIR).":[57],"We":[58],"demonstrate":[59],"effectiveness":[61],"our":[63],"clustering":[68],"on":[70,79],"a":[71],"series":[72],"CBIR":[74],"experiments.":[75],"Experiments":[76],"are":[77],"performed":[78],"Smithsonian":[81],"isolated":[82],"leaf,":[83],"Kimia":[84],"shape,":[85],"Brodatz":[87],"texture":[88],"datasets.":[89],"Our":[90],"good":[94],"performance":[96],"greater":[98],"robustness":[99],"compared":[100],"to":[101],"standard":[102],"Gabor-based":[103],"three":[105],"state-of-the-art":[106],"shape-based":[107],"methods":[108],"have":[110],"similar":[111],"objectives.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
