{"id":"https://openalex.org/W2105870706","doi":"https://doi.org/10.1109/icip.2005.1530579","title":"Affine registration with multi-scale autoconvolution","display_name":"Affine registration with multi-scale autoconvolution","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2105870706","doi":"https://doi.org/10.1109/icip.2005.1530579","mag":"2105870706"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2005.1530579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1530579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","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/A5057931031","display_name":"Juho Kannala","orcid":"https://orcid.org/0000-0001-5088-4041"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"J. Kannala","raw_affiliation_strings":["Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","Dept. of Electr. & Inf. Eng., Oulu Univ., Finland"],"affiliations":[{"raw_affiliation_string":"Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Electr. & Inf. Eng., Oulu Univ., Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088180438","display_name":"Esa Rahtu","orcid":"https://orcid.org/0000-0001-8767-0864"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"E. Rahtu","raw_affiliation_strings":["Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","Dept. of Electr. & Inf. Eng., Oulu Univ., Finland"],"affiliations":[{"raw_affiliation_string":"Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Electr. & Inf. Eng., Oulu Univ., Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072890921","display_name":"Janne Heikkil\u00e4","orcid":"https://orcid.org/0000-0003-0073-0866"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"J. Heikkila","raw_affiliation_strings":["Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","Dept. of Electr. & Inf. Eng., Oulu Univ., Finland"],"affiliations":[{"raw_affiliation_string":"Machine Vision Group, Department of Electrical and Information Engineering, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"Dept. of Electr. & Inf. Eng., Oulu Univ., Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057931031"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.2384718,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"III","last_page":"1064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9991000294685364,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9988999962806702,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9987999796867371,"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/affine-transformation","display_name":"Affine transformation","score":0.8962323069572449},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.7745370864868164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7459192276000977},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.7420841455459595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.664969801902771},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5922039747238159},{"id":"https://openalex.org/keywords/harris-affine-region-detector","display_name":"Harris affine region detector","score":0.5766670107841492},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5581144094467163},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5566662549972534},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5328797698020935},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5101354718208313},{"id":"https://openalex.org/keywords/affine-shape-adaptation","display_name":"Affine shape adaptation","score":0.5015780925750732},{"id":"https://openalex.org/keywords/point-set-registration","display_name":"Point set registration","score":0.5006306171417236},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4492550790309906},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43970340490341187},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4391149580478668},{"id":"https://openalex.org/keywords/affine-combination","display_name":"Affine combination","score":0.41012445092201233},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4088420569896698},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.3052220940589905},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24625089764595032}],"concepts":[{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.8962323069572449},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.7745370864868164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7459192276000977},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.7420841455459595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664969801902771},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5922039747238159},{"id":"https://openalex.org/C6408098","wikidata":"https://www.wikidata.org/wiki/Q17021115","display_name":"Harris affine region detector","level":5,"score":0.5766670107841492},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5581144094467163},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5566662549972534},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5328797698020935},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5101354718208313},{"id":"https://openalex.org/C18516315","wikidata":"https://www.wikidata.org/wiki/Q4688950","display_name":"Affine shape adaptation","level":4,"score":0.5015780925750732},{"id":"https://openalex.org/C200336642","wikidata":"https://www.wikidata.org/wiki/Q15058706","display_name":"Point set registration","level":3,"score":0.5006306171417236},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4492550790309906},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43970340490341187},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4391149580478668},{"id":"https://openalex.org/C207221997","wikidata":"https://www.wikidata.org/wiki/Q938614","display_name":"Affine combination","level":3,"score":0.41012445092201233},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4088420569896698},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3052220940589905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24625089764595032},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2005.1530579","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2005.1530579","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Image Processing 2005","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.486.9392","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.486.9392","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ee.oulu.fi/~jkannala/publications/icip2005.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2041866508","https://openalex.org/W2113092041","https://openalex.org/W2147555557","https://openalex.org/W2149839062","https://openalex.org/W2154359228","https://openalex.org/W2160383268","https://openalex.org/W4239113639","https://openalex.org/W6645164617"],"related_works":["https://openalex.org/W2184784635","https://openalex.org/W2372251801","https://openalex.org/W2180439206","https://openalex.org/W2089703147","https://openalex.org/W4294763240","https://openalex.org/W2145856415","https://openalex.org/W2104205605","https://openalex.org/W2059775529","https://openalex.org/W1814305722","https://openalex.org/W4224866196"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,69],"propose":[4],"a":[5],"novel":[6],"method":[7,35,86,92,113],"for":[8,40,87],"the":[9,28,32,52,57,61,72,85,111],"recovery":[10],"of":[11,31,56,84,118],"affine":[12,45],"transformation":[13],"parameters":[14],"between":[15],"two":[16,82],"images.":[17,33],"Registration":[18],"is":[19,49,93,122],"achieved":[20],"without":[21],"separate":[22],"feature":[23],"extraction":[24],"by":[25],"directly":[26],"utilizing":[27],"intensity":[29],"distribution":[30],"The":[34,90,107],"can":[36,114],"also":[37],"be":[38,75],"used":[39,76],"matching":[41],"point":[42],"sets":[43],"under":[44],"transformations.":[46],"Our":[47],"approach":[48],"based":[50],"on":[51],"same":[53],"probabilistic":[54],"interpretation":[55],"image":[58,78],"function":[59],"as":[60],"recently":[62],"introduced":[63],"multi-scale":[64],"autoconvolution":[65],"(MSA)":[66],"transform.":[67],"Here":[68],"describe":[70],"how":[71],"framework":[73],"may":[74],"in":[77],"registration":[79,105],"and":[80,97,100,121],"present":[81],"variants":[83],"practical":[88],"implementation.":[89],"proposed":[91],"experimented":[94],"with":[95,102],"binary":[96],"grayscale":[98],"images":[99,117],"compared":[101],"other":[103],"non-feature-based":[104],"methods.":[106],"experiments":[108],"show":[109],"that":[110],"new":[112],"efficiently":[115],"align":[116],"isolated":[119],"objects":[120],"relatively":[123],"robust.":[124]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}