{"id":"https://openalex.org/W6888771828","doi":"https://doi.org/10.2312/gch.20221223","title":"A New Baseline for Feature Description on Multimodal Imaging of Paintings","display_name":"A New Baseline for Feature Description on Multimodal Imaging of Paintings","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W6888771828","doi":"https://doi.org/10.2312/gch.20221223"},"language":"en","primary_location":{"id":"pmh:oai:tudelft.nl:uuid:9369e2a3-b65e-48e9-b300-bbaacdd7e09c","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:9369e2a3-b65e-48e9-b300-bbaacdd7e09c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/gch.20221223","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"van der Toorn, Jules","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"van der Toorn, Jules","raw_affiliation_strings":["Delft University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wiersma, Ruben","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wiersma, Ruben","raw_affiliation_strings":["Delft University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vandivere, Abbie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vandivere, Abbie","raw_affiliation_strings":["Mauritshuis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mauritshuis","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Marroquim, Ricardo","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marroquim, Ricardo","raw_affiliation_strings":["Delft University of Technology, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":null,"display_name":"Eisemann, Elmar","orcid":"https://orcid.org/0000-0003-4153-065X"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Eisemann, Elmar","raw_affiliation_strings":["Delft University of Technology, Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4153-065X","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.1177,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46418209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.8964999914169312,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12650","display_name":"Aesthetic Perception and Analysis","score":0.8964999914169312,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11212","display_name":"Cultural Heritage Materials Analysis","score":0.017400000244379044,"subfield":{"id":"https://openalex.org/subfields/1204","display_name":"Archeology"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.017000000923871994,"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/baseline","display_name":"Baseline (sea)","score":0.7202000021934509},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6992999911308289},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6758000254631042},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6255999803543091},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.6087999939918518},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5788999795913696},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5550000071525574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47450000047683716}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7720000147819519},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7202000021934509},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6992999911308289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6807000041007996},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6758000254631042},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6255999803543091},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.6087999939918518},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5788999795913696},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5550000071525574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5184999704360962},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47450000047683716},{"id":"https://openalex.org/C205783811","wikidata":"https://www.wikidata.org/wiki/Q11629","display_name":"Painting","level":2,"score":0.41749998927116394},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4027999937534332},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.32030001282691956},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.30079999566078186},{"id":"https://openalex.org/C2779251273","wikidata":"https://www.wikidata.org/wiki/Q43436","display_name":"Pearl","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.29649999737739563},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:tudelft.nl:uuid:9369e2a3-b65e-48e9-b300-bbaacdd7e09c","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:9369e2a3-b65e-48e9-b300-bbaacdd7e09c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"doi:10.2312/gch.20221223","is_oa":true,"landing_page_url":"https://doi.org/10.2312/gch.20221223","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.2312/gch.20221223","is_oa":true,"landing_page_url":"https://doi.org/10.2312/gch.20221223","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.5206736922264099}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Multimodal":[0],"imaging":[1],"is":[2],"used":[3],"by":[4,70,119],"conservators":[5],"and":[6,37,76,104,131],"scientists":[7],"to":[8],"study":[9],"the":[10,16,48,89,99,105,133],"composition":[11],"of":[12,19,50,64,77,80],"paintings.":[13],"To":[14],"aid":[15],"combined":[17],"analysis":[18],"these":[20,57],"digitisations,":[21],"such":[22],"images":[23],"must":[24],"first":[25],"be":[26],"aligned.":[27],"Rather":[28],"than":[29],"proposing":[30],"a":[31,67,81,84],"new":[32],"domain-specific":[33],"descriptor,":[34,103],"we":[35,86],"explore":[36],"evaluate":[38],"how":[39],"existing":[40],"feature":[41],"descriptors":[42,58],"from":[43],"related":[44],"fields":[45],"can":[46],"improve":[47],"performance":[49],"feature-based":[51],"painting":[52],"digitisation":[53],"registration.":[54],"We":[55,94],"benchmark":[56],"on":[59],"pixel-precise,":[60],"manually":[61],"aligned":[62],"digitisations":[63],"''Girl":[65],"with":[66,123,145],"Pearl":[68],"Earring''":[69],"Johannes":[71],"Vermeer":[72],"(c.":[73],"1665,":[74],"Mauritshuis)":[75],"''18th-Century":[78],"Portrait":[79],"Woman''.":[82],"As":[83],"baseline":[85],"compare":[87],"against":[88],"well-established":[90],"classical":[91],"SIFT":[92],"descriptor.":[93,109],"consider":[95],"two":[96],"recent":[97],"descriptors:":[98],"handcrafted":[100],"multimodal":[101],"MFD":[102,134],"learned":[106],"unimodal":[107],"SuperPoint":[108,113],"Experiments":[110],"show":[111],"that":[112],"starkly":[114],"increases":[115],"description":[116,139],"matching":[117,140],"accuracy":[118,141],"40%":[120],"for":[121,143],"modalities":[122,144],"little":[124],"modality-specific":[125],"artefacts.":[126,148],"Further,":[127],"performing":[128],"craquelure":[129],"segmentation":[130],"using":[132],"descriptor":[135],"results":[136],"in":[137],"significant":[138],"improvements":[142],"many":[146],"modalityspecific":[147]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
