{"id":"https://openalex.org/W2105516218","doi":"https://doi.org/10.1109/igarss.2003.1294747","title":"Geometric correction and classification of images in change detection of water plants in Soinilansalmi","display_name":"Geometric correction and classification of images in change detection of water plants in Soinilansalmi","publication_year":2004,"publication_date":"2004-05-25","ids":{"openalex":"https://openalex.org/W2105516218","doi":"https://doi.org/10.1109/igarss.2003.1294747","mag":"2105516218"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2003.1294747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1294747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","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/A5067988452","display_name":"Arto Kaarna","orcid":"https://orcid.org/0000-0002-9320-6504"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"A. Kaarna","raw_affiliation_strings":["Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018012580","display_name":"Heikki K\u00e4lvi\u00e4inen","orcid":"https://orcid.org/0000-0002-0790-6847"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"H. Kalviainen","raw_affiliation_strings":["Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057388153","display_name":"A. V. Anufriev","orcid":"https://orcid.org/0000-0002-9155-5348"},"institutions":[{"id":"https://openalex.org/I63548447","display_name":"Lappeenranta-Lahti University of Technology","ror":"https://ror.org/0208vgz68","country_code":"FI","type":"education","lineage":["https://openalex.org/I63548447"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"A. Anufriev","raw_affiliation_strings":["Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Lappeenranta University of Technology, Lappeeranta, Finland","institution_ids":["https://openalex.org/I63548447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003948629","display_name":"J. Mankki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Mankki","raw_affiliation_strings":["Kymijoki Protection Association, Kouvola, Finland"],"affiliations":[{"raw_affiliation_string":"Kymijoki Protection Association, Kouvola, Finland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087558804","display_name":"T. Malkavaara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Malkavaara","raw_affiliation_strings":["Kymijoki Protection Association, Kouvola, Finland"],"affiliations":[{"raw_affiliation_string":"Kymijoki Protection Association, Kouvola, Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058871451","display_name":"M. Jantunen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Jantunen","raw_affiliation_strings":["Lake Saimaa Protection Association, Lappeeranta, Finland"],"affiliations":[{"raw_affiliation_string":"Lake Saimaa Protection Association, Lappeeranta, Finland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5067988452"],"corresponding_institution_ids":["https://openalex.org/I63548447"],"apc_list":null,"apc_paid":null,"fwci":0.4012,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73112104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"3254","last_page":"3256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.9836999773979187,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.8479180932044983},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8345710039138794},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6728827357292175},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6718651056289673},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.6270562410354614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5938133001327515},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5667994022369385},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5597088932991028},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.44021591544151306},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4171314239501953},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4112108647823334},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4111877679824829},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33175963163375854},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20400503277778625},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14967066049575806}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.8479180932044983},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8345710039138794},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6728827357292175},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6718651056289673},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.6270562410354614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5938133001327515},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5667994022369385},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5597088932991028},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.44021591544151306},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4171314239501953},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4112108647823334},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4111877679824829},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33175963163375854},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20400503277778625},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14967066049575806},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2003.1294747","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2003.1294747","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2003. 2003 IEEE International Geoscience and Remote Sensing Symposium. Proceedings (IEEE Cat. No.03CH37477)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6","score":0.5099999904632568},{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1490482062","https://openalex.org/W4252559437"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W3181296946","https://openalex.org/W2376528221","https://openalex.org/W2359428812","https://openalex.org/W196800607","https://openalex.org/W2258704520","https://openalex.org/W2355368334","https://openalex.org/W2073313993"],"abstract_inverted_index":{"Automation":[0],"of":[1,14,64],"change":[2,15,66],"detection":[3,16,67],"greatly":[4],"enhances":[5],"environmental":[6],"monitoring.":[7],"This":[8],"study":[9],"describes":[10],"possibilities":[11],"for":[12],"automation":[13,63],"through":[17],"image":[18,46,80],"processing":[19,47],"actions":[20,72],"that":[21],"include":[22],"geometric":[23],"correction,":[24],"classification":[25],"and":[26,34,73],"segmentation.":[27],"The":[28,43,55,62],"water":[29,38],"area":[30],"was":[31,60],"photographed":[32],"twice":[33],"the":[35,52,65],"changes":[36],"in":[37],"vegetation":[39],"were":[40,49],"under":[41],"consideration.":[42],"results":[44],"from":[45],"monitoring":[48],"compared":[50],"to":[51],"on-site":[53,71],"measurements.":[54],"correspondence":[56],"between":[57],"these":[58],"two":[59],"satisfactory.":[61],"would":[68],"require":[69],"both":[70],"controlled":[74],"photographing":[75],"together":[76],"with":[77],"well":[78],"defined":[79],"processing.":[81]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
