{"id":"https://openalex.org/W3162669710","doi":"https://doi.org/10.1109/icpr48806.2021.9412912","title":"Adaptive estimation of optimal color transformations for deep convolutional network based homography estimation","display_name":"Adaptive estimation of optimal color transformations for deep convolutional network based homography estimation","publication_year":2021,"publication_date":"2021-01-10","ids":{"openalex":"https://openalex.org/W3162669710","doi":"https://doi.org/10.1109/icpr48806.2021.9412912","mag":"3162669710"},"language":"en","primary_location":{"id":"doi:10.1109/icpr48806.2021.9412912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032963762","display_name":"Miguel A. Molina\u2010Cabello","orcid":"https://orcid.org/0000-0002-8929-6017"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel A. Molina-Cabello","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103258775","display_name":"Jorge Garc\u00eda-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-8610-3462"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Garcia-Gonzalez","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087244161","display_name":"Rafael Marcos Luque\u2010Baena","orcid":"https://orcid.org/0000-0001-5536-1805"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Marcos Luque-Baena","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854559","display_name":"Karl Thurnhofer\u2010Hemsi","orcid":"https://orcid.org/0000-0001-6519-1213"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Karl Thurnhofer-Hemsi","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091243468","display_name":"Ezequiel L\u00f3pez\u2010Rubio","orcid":"https://orcid.org/0000-0001-8231-5687"},"institutions":[{"id":"https://openalex.org/I4210164724","display_name":"Instituto de Investigaci\u00f3n Biom\u00e9dica de M\u00e1laga","ror":"https://ror.org/05n3asa33","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210164724"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ezequiel Lopez-Rubio","raw_affiliation_strings":["Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedic Research Institute of M\u00e1laga (IBIMA), M\u00e1laga, Spain","institution_ids":["https://openalex.org/I4210164724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210164724"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3106","last_page":"3113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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":0.9990000128746033,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9944999814033508,"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/homography","display_name":"Homography","score":0.9400021433830261},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.7635542154312134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7384985685348511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6357110738754272},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5875218510627747},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5388230085372925},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46710458397865295},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4456444978713989},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3077943027019501},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11787250638008118},{"id":"https://openalex.org/keywords/projective-test","display_name":"Projective test","score":0.06448924541473389}],"concepts":[{"id":"https://openalex.org/C28751775","wikidata":"https://www.wikidata.org/wiki/Q2112539","display_name":"Homography","level":4,"score":0.9400021433830261},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.7635542154312134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7384985685348511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6357110738754272},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5875218510627747},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5388230085372925},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46710458397865295},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4456444978713989},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3077943027019501},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11787250638008118},{"id":"https://openalex.org/C177846678","wikidata":"https://www.wikidata.org/wiki/Q1501864","display_name":"Projective test","level":2,"score":0.06448924541473389},{"id":"https://openalex.org/C75280867","wikidata":"https://www.wikidata.org/wiki/Q877775","display_name":"Projective space","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icpr48806.2021.9412912","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr48806.2021.9412912","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 25th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6959426908","display_name":null,"funder_award_id":"RTI2018-094645-B-100","funder_id":"https://openalex.org/F4320315062","funder_display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades"}],"funders":[{"id":"https://openalex.org/F4320311265","display_name":"Universidad de M\u00e1laga","ror":"https://ror.org/036b2ww28"},{"id":"https://openalex.org/F4320315062","display_name":"Ministerio de Ciencia, Innovaci\u00f3n y Universidades","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W914561379","https://openalex.org/W1861492603","https://openalex.org/W2024548552","https://openalex.org/W2056132907","https://openalex.org/W2085261163","https://openalex.org/W2111308925","https://openalex.org/W2119605622","https://openalex.org/W2123430431","https://openalex.org/W2130017587","https://openalex.org/W2151103935","https://openalex.org/W2154475421","https://openalex.org/W2171728525","https://openalex.org/W2439114332","https://openalex.org/W2769651498","https://openalex.org/W2769785510","https://openalex.org/W2800077330","https://openalex.org/W2892952518","https://openalex.org/W2911964244","https://openalex.org/W2919516001","https://openalex.org/W2947121854","https://openalex.org/W2962793285","https://openalex.org/W2963346260","https://openalex.org/W2973156702","https://openalex.org/W2975405856","https://openalex.org/W2990360655","https://openalex.org/W3189450441","https://openalex.org/W4301454730","https://openalex.org/W6639102338","https://openalex.org/W6750493991"],"related_works":["https://openalex.org/W4313151434","https://openalex.org/W2159857203","https://openalex.org/W2050662190","https://openalex.org/W2899509464","https://openalex.org/W4287880334","https://openalex.org/W1997252062","https://openalex.org/W4366700029","https://openalex.org/W4293226380","https://openalex.org/W4285230481","https://openalex.org/W2378199636"],"abstract_inverted_index":{"Homography":[0],"estimation":[1],"from":[2],"a":[3,9,32,49,68],"pair":[4,94],"of":[5,11,38,41,51,74,124],"natural":[6],"images":[7],"is":[8,44,96,103],"problem":[10],"paramount":[12],"importance":[13],"for":[14,55],"computer":[15],"vision.":[16],"Specialized":[17],"deep":[18],"convolutional":[19],"neural":[20],"networks":[21],"have":[22],"been":[23],"proposed":[24],"to":[25,34,87,98,105,128],"accomplish":[26],"this":[27,30,39],"task.":[28],"In":[29],"work,":[31],"method":[33],"enhance":[35],"the":[36,56,60,72,75,83,88,92,100,106,121,125,129],"result":[37,102],"kind":[40],"homography":[42,76,89,107,126],"estimators":[43],"proposed.":[45],"Our":[46],"approach":[47,117],"generates":[48],"set":[50],"tentative":[52],"color":[53,61],"transformations":[54],"image":[57,63,85,93,131],"pair.":[58],"Then":[59,91],"transformed":[62,84],"pairs":[64,86],"are":[65,111],"evaluated":[66],"by":[67,81],"regressor":[69],"that":[70,77,95,115],"estimates":[71],"quality":[73],"would":[78],"be":[79],"obtained":[80],"supplying":[82],"estimator.":[90,108],"predicted":[97],"yield":[99],"best":[101],"provided":[104],"Experimental":[109],"results":[110],"shown,":[112],"which":[113],"demonstrate":[114],"our":[116],"performs":[118],"better":[119],"than":[120],"direct":[122],"application":[123],"estimator":[127],"original":[130],"pair,":[132],"both":[133],"in":[134],"qualitative":[135],"and":[136],"quantitative":[137],"terms.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}