{"id":"https://openalex.org/W2980983901","doi":"https://doi.org/10.1371/journal.pcbi.1007398","title":"Color improves edge classification in human vision","display_name":"Color improves edge classification in human vision","publication_year":2019,"publication_date":"2019-10-18","ids":{"openalex":"https://openalex.org/W2980983901","doi":"https://doi.org/10.1371/journal.pcbi.1007398","mag":"2980983901","pmid":"https://pubmed.ncbi.nlm.nih.gov/31626643"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1007398","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007398","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007398&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007398&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003207762","display_name":"Camille Breuil","orcid":"https://orcid.org/0000-0002-1914-4691"},"institutions":[{"id":"https://openalex.org/I2800293973","display_name":"Montreal General Hospital","ror":"https://ror.org/04gbhgc79","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800293973","https://openalex.org/I2801766832"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Camille Breuil","raw_affiliation_strings":["McGill Vision Research, Department of Ophthalmology, Montr\u00e9al General Hospital, Montr\u00e9al, Qu\u00e9bec, Canada","McGill University = Universit\u00e9 McGill [Montr\u00e9al, Canada]"],"raw_orcid":"https://orcid.org/0000-0002-1914-4691","affiliations":[{"raw_affiliation_string":"McGill Vision Research, Department of Ophthalmology, Montr\u00e9al General Hospital, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I2800293973"]},{"raw_affiliation_string":"McGill University = Universit\u00e9 McGill [Montr\u00e9al, Canada]","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084911955","display_name":"Ben J. Jennings","orcid":"https://orcid.org/0000-0003-2472-5615"},"institutions":[{"id":"https://openalex.org/I4210122262","display_name":"Institut des Sciences Cognitives Marc Jeannerod","ror":"https://ror.org/02he5dz58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I4210096427","https://openalex.org/I4210122262"]},{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["FR","GB"],"is_corresponding":false,"raw_author_name":"Ben J. Jennings","raw_affiliation_strings":["Centre for Cognitive Neuroscience, Division of Psychology, Department of Life Sciences, Brunel University London, London, United Kingdom","Brunel University London"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Cognitive Neuroscience, Division of Psychology, Department of Life Sciences, Brunel University London, London, United Kingdom","institution_ids":["https://openalex.org/I59433898","https://openalex.org/I4210122262"]},{"raw_affiliation_string":"Brunel University London","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047627660","display_name":"Simon Barthelm\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121626","display_name":"Signal Processing (United States)","ror":"https://ror.org/021gzyw51","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121626"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Simon Barthelm\u00e9","raw_affiliation_strings":["GIPSA-lab, Universit\u00e9 Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France","GIPSA - Vision and Brain Signal Processing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GIPSA-lab, Universit\u00e9 Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"GIPSA - Vision and Brain Signal Processing","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I4210121626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946821","display_name":"Nathalie Guyader","orcid":"https://orcid.org/0000-0001-8631-3574"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210121626","display_name":"Signal Processing (United States)","ror":"https://ror.org/021gzyw51","country_code":"US","type":"company","lineage":["https://openalex.org/I4210121626"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Nathalie Guyader","raw_affiliation_strings":["GIPSA-lab, Universit\u00e9 Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France","GIPSA - Vision and Brain Signal Processing"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GIPSA-lab, Universit\u00e9 Grenoble Alpes, CNRS, Grenoble INP, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"GIPSA - Vision and Brain Signal Processing","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I4210121626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110211028","display_name":"Frederick A. A. Kingdom","orcid":null},"institutions":[{"id":"https://openalex.org/I2800293973","display_name":"Montreal General Hospital","ror":"https://ror.org/04gbhgc79","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2800293973","https://openalex.org/I2801766832"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Frederick A. A. Kingdom","raw_affiliation_strings":["McGill Vision Research, Department of Ophthalmology, Montr\u00e9al General Hospital, Montr\u00e9al, Qu\u00e9bec, Canada","McGill University = Universit\u00e9 McGill [Montr\u00e9al, Canada]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"McGill Vision Research, Department of Ophthalmology, Montr\u00e9al General Hospital, Montr\u00e9al, Qu\u00e9bec, Canada","institution_ids":["https://openalex.org/I2800293973"]},{"raw_affiliation_string":"McGill University = Universit\u00e9 McGill [Montr\u00e9al, Canada]","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5003207762"],"corresponding_institution_ids":["https://openalex.org/I2800293973","https://openalex.org/I5023651"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":1.1931,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.78038133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"15","issue":"10","first_page":"e1007398","last_page":"e1007398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9990000128746033,"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/T10427","display_name":"Visual perception and processing mechanisms","score":0.9990000128746033,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9962999820709229,"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/T11666","display_name":"Color Science and Applications","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7881518602371216},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7249777317047119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268788576126099},{"id":"https://openalex.org/keywords/chromatic-scale","display_name":"Chromatic scale","score":0.6248310804367065},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5680718421936035},{"id":"https://openalex.org/keywords/grayscale","display_name":"Grayscale","score":0.5354438424110413},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4934164583683014},{"id":"https://openalex.org/keywords/color-vision","display_name":"Color vision","score":0.4827651083469391},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4531632959842682},{"id":"https://openalex.org/keywords/image-gradient","display_name":"Image gradient","score":0.44965577125549316},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.4358975291252136},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.43105974793434143},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29783618450164795},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25016161799430847},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.18598848581314087},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09433871507644653},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0884757936000824},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0824962854385376}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7881518602371216},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7249777317047119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268788576126099},{"id":"https://openalex.org/C196956537","wikidata":"https://www.wikidata.org/wiki/Q202021","display_name":"Chromatic scale","level":2,"score":0.6248310804367065},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5680718421936035},{"id":"https://openalex.org/C78201319","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Grayscale","level":3,"score":0.5354438424110413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4934164583683014},{"id":"https://openalex.org/C61674017","wikidata":"https://www.wikidata.org/wiki/Q374259","display_name":"Color vision","level":2,"score":0.4827651083469391},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4531632959842682},{"id":"https://openalex.org/C182037307","wikidata":"https://www.wikidata.org/wiki/Q17039097","display_name":"Image gradient","level":5,"score":0.44965577125549316},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.4358975291252136},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.43105974793434143},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29783618450164795},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25016161799430847},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.18598848581314087},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09433871507644653},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0884757936000824},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0824962854385376},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003118","descriptor_name":"Color Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003118","descriptor_name":"Color Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003118","descriptor_name":"Color Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003118","descriptor_name":"Color Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003463","descriptor_name":"Cues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005556","descriptor_name":"Form Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005556","descriptor_name":"Form Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005556","descriptor_name":"Form Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005556","descriptor_name":"Form Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008029","descriptor_name":"Lighting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010364","descriptor_name":"Pattern Recognition, Visual","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010775","descriptor_name":"Photic Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011601","descriptor_name":"Psychophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011601","descriptor_name":"Psychophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011601","descriptor_name":"Psychophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011601","descriptor_name":"Psychophysics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D014796","descriptor_name":"Visual Perception","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015350","descriptor_name":"Contrast Sensitivity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015350","descriptor_name":"Contrast Sensitivity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015350","descriptor_name":"Contrast Sensitivity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015350","descriptor_name":"Contrast Sensitivity","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pcbi.1007398","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007398","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007398&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:31626643","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31626643","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:HAL:hal-02378538v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02378538","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, 2019, 15 (10), pp.e1007398. ⟨10.1371/journal.pcbi.1007398⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:plo:pcbi00:1007398","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007398","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/19313","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/19313","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:3248451788f6498f8c59ea31bc769f6e","is_oa":true,"landing_page_url":"https://doaj.org/article/3248451788f6498f8c59ea31bc769f6e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 15, Iss 10, p e1007398 (2019)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/10004726","is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/Color_improves_edge_classification_in_human_vision/10004726","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"},{"id":"pmh:oai:pubmedcentral.nih.gov:6827913","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6827913","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1007398","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1007398","pdf_url":"https://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1007398&type=printable","source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3190210432","display_name":null,"funder_award_id":"#MOP 123349","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G3924307105","display_name":null,"funder_award_id":"MOP 123349","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"}],"funders":[{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2980983901.pdf","grobid_xml":"https://content.openalex.org/works/W2980983901.grobid-xml"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W1540330701","https://openalex.org/W1566135517","https://openalex.org/W1704999350","https://openalex.org/W1784695092","https://openalex.org/W1967863613","https://openalex.org/W1971452714","https://openalex.org/W1976363322","https://openalex.org/W1976740104","https://openalex.org/W1979583718","https://openalex.org/W1982447763","https://openalex.org/W1982594858","https://openalex.org/W1985347429","https://openalex.org/W1987501350","https://openalex.org/W1989188988","https://openalex.org/W1998490789","https://openalex.org/W2001619934","https://openalex.org/W2008543119","https://openalex.org/W2016575800","https://openalex.org/W2023151535","https://openalex.org/W2030698775","https://openalex.org/W2034801692","https://openalex.org/W2039371946","https://openalex.org/W2042035591","https://openalex.org/W2050557534","https://openalex.org/W2053378394","https://openalex.org/W2057546802","https://openalex.org/W2080694952","https://openalex.org/W2081706987","https://openalex.org/W2099628660","https://openalex.org/W2106848651","https://openalex.org/W2108306055","https://openalex.org/W2117432840","https://openalex.org/W2123724963","https://openalex.org/W2134927309","https://openalex.org/W2138874178","https://openalex.org/W2141474346","https://openalex.org/W2145656785","https://openalex.org/W2159318475","https://openalex.org/W2163235840","https://openalex.org/W2163796434","https://openalex.org/W2164042028","https://openalex.org/W2164847484","https://openalex.org/W2166135831","https://openalex.org/W2166502676","https://openalex.org/W2603119503","https://openalex.org/W2914424944","https://openalex.org/W3022940290","https://openalex.org/W4312410456","https://openalex.org/W6637430524","https://openalex.org/W6671147111","https://openalex.org/W6674958124","https://openalex.org/W6847701530"],"related_works":["https://openalex.org/W1983191497","https://openalex.org/W2562072950","https://openalex.org/W2792489537","https://openalex.org/W2962819983","https://openalex.org/W3169734547","https://openalex.org/W4310175020","https://openalex.org/W2424814377","https://openalex.org/W2742029448","https://openalex.org/W2369211336","https://openalex.org/W3143594332"],"abstract_inverted_index":{"Despite":[0],"the":[1,4,38,53,113,116,119,124,137,169,180,187,202,210],"complexity":[2],"of":[3,41,83,99,112,118,182,204,212],"visual":[5],"world,":[6],"humans":[7],"rarely":[8],"confuse":[9],"variations":[10,17],"in":[11,18,45,60,78,115,143,186],"illumination,":[12],"for":[13,36,136,151],"example":[14],"shadows,":[15],"from":[16,31,81,122],"material":[19,32,205],"properties,":[20,206],"such":[21],"as":[22,148],"paint":[23],"or":[24,89],"stain.":[25],"This":[26],"ability":[27],"to":[28,71,133,140,159,178],"distinguish":[29],"illumination":[30,75,106],"edges":[33,73,170],"is":[34],"crucial":[35],"determining":[37],"spatial":[39],"layout":[40],"objects":[42],"and":[43,76,102,107,163,209],"surfaces":[44],"natural":[46,84],"scenes.":[47],"In":[48],"this":[49],"study,":[50],"we":[51],"explore":[52],"role":[54],"that":[55,68,86,165,198],"color":[56,93,138,146,173,199],"(chromatic)":[57],"cues":[58],"play":[59],"edge":[61,96,114,125,152],"classification.":[62,153],"We":[63,154],"conducted":[64],"a":[65,149],"psychophysical":[66,188],"experiment":[67],"required":[69],"subjects":[70],"classify":[72],"into":[74,105],"material,":[77,108],"patches":[79],"taken":[80],"images":[82,97],"scenes":[85],"either":[87],"contained":[88],"did":[90],"not":[91],"contain":[92],"information.":[94],"The":[95],"were":[98,103],"various":[100],"sizes":[101],"pre-classified":[104],"based":[109],"on":[110],"inspection":[111],"context":[117],"whole":[120],"image":[121,161,183],"which":[123],"was":[126,131],"extracted.":[127],"Edge":[128],"classification":[129],"performance":[130],"found":[132,164],"be":[134],"superior":[135],"compared":[139],"grayscale":[141],"images,":[142],"keeping":[144],"with":[145,172,194],"acting":[147],"cue":[150],"defined":[155],"machine":[156],"observers":[157],"sensitive":[158],"simple":[160],"properties":[162],"they":[166,176],"too":[167],"classified":[168],"better":[171],"information,":[174],"although":[175],"failed":[177],"capture":[179],"effect":[181],"size":[184],"observed":[185],"experiment.":[189],"Our":[190],"findings":[191],"are":[192],"consistent":[193],"previous":[195],"work":[196],"suggesting":[197],"information":[200],"facilitates":[201],"identification":[203],"transparency,":[207],"shadows":[208],"perception":[211],"shape-from-shading.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}