{"id":"https://openalex.org/W2294272738","doi":"https://doi.org/10.1109/icip.2015.7350833","title":"Categorization of cloud image patches using an improved texton-based approach","display_name":"Categorization of cloud image patches using an improved texton-based approach","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2294272738","doi":"https://doi.org/10.1109/icip.2015.7350833","mag":"2294272738"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7350833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7350833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/82916/1/CATEGORIZATION%20OF%20CLOUD%20IMAGE.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011772990","display_name":"Soumyabrata Dev","orcid":"https://orcid.org/0000-0002-0153-1095"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Soumyabrata Dev","raw_affiliation_strings":["School of Electrical and Electronic Engineering Nanyang Technological University (NTU), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057695668","display_name":"Yee Hui Lee","orcid":"https://orcid.org/0000-0001-6452-9606"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yee Hui Lee","raw_affiliation_strings":["School of Electrical and Electronic Engineering Nanyang Technological University (NTU), Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering Nanyang Technological University (NTU), Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018017185","display_name":"Stefan Winkler","orcid":"https://orcid.org/0000-0003-4305-8408"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210108443","display_name":"Advanced Digital Sciences Center","ror":"https://ror.org/01xaqx887","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210108443"]},{"id":"https://openalex.org/I4210110242","display_name":"Digital Science (United States)","ror":"https://ror.org/020h4b682","country_code":"US","type":"company","lineage":["https://openalex.org/I4210110242","https://openalex.org/I4210112888","https://openalex.org/I4210118830"]}],"countries":["SG","US"],"is_corresponding":false,"raw_author_name":"Stefan Winkler","raw_affiliation_strings":["Advanced Digital Sciences Center (ADSC) University of Illinois, Urbana-Champaign, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Digital Sciences Center (ADSC) University of Illinois, Urbana-Champaign, Singapore","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4210108443","https://openalex.org/I4210110242"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":48.7129,"has_fulltext":true,"cited_by_count":73,"citation_normalized_percentile":{"value":0.99907178,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"422","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9878000020980835,"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9703999757766724,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8015260696411133},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7283852100372314},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6992084980010986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6549261808395386},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5344011187553406},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4869740903377533},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.469556599855423},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.45648878812789917},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37300601601600647},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.33230066299438477}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8015260696411133},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7283852100372314},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6992084980010986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6549261808395386},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5344011187553406},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4869740903377533},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.469556599855423},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.45648878812789917},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37300601601600647},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.33230066299438477},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icip.2015.7350833","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7350833","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/82916","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/40358","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/82916/1/CATEGORIZATION%20OF%20CLOUD%20IMAGE.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.698.1460","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.698.1460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://stefan.winkler.net/Publications/icip2015cat.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/82916","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/40358","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/82916/1/CATEGORIZATION%20OF%20CLOUD%20IMAGE.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2294272738.pdf","grobid_xml":"https://content.openalex.org/works/W2294272738.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1994469286","https://openalex.org/W1996856644","https://openalex.org/W2031640526","https://openalex.org/W2034967418","https://openalex.org/W2040245781","https://openalex.org/W2098378526","https://openalex.org/W2108082645","https://openalex.org/W2119531715","https://openalex.org/W2122703427","https://openalex.org/W2126299318","https://openalex.org/W2152942156","https://openalex.org/W2159934032","https://openalex.org/W2166672562","https://openalex.org/W2293419283","https://openalex.org/W6678113262","https://openalex.org/W6683764722"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4405331580","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W2370459448"],"abstract_inverted_index":{"We":[0,18,48],"propose":[1],"a":[2,31,40],"modified":[3],"texton-based":[4],"classification":[5,16,28,67],"approach":[6],"that":[7,75],"integrates":[8],"both":[9],"color":[10,55],"and":[11,59],"texture":[12],"information":[13],"for":[14,23,78],"improved":[15],"results.":[17,47],"test":[19],"our":[20],"proposed":[21],"method":[22],"the":[24,72,79],"task":[25,80],"of":[26,35,81],"cloud":[27,36,82],"on":[29,66],"SWIMCAT,":[30],"large":[32],"new":[33],"database":[34],"images":[37],"taken":[38],"with":[39,44],"ground-based":[41],"sky":[42],"imager,":[43],"very":[45],"good":[46],"perform":[49],"an":[50],"extensive":[51],"evaluation,":[52],"comparing":[53],"different":[54],"components,":[56],"filter":[57],"banks,":[58],"other":[60],"parameters":[61],"to":[62],"understand":[63],"their":[64],"effect":[65],"accuracy.":[68],"Finally,":[69],"we":[70],"release":[71],"SWIMCAT":[73],"dataset":[74],"was":[76],"created":[77],"categorization.":[83]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}