{"id":"https://openalex.org/W4388977642","doi":"https://doi.org/10.3390/jimaging9120260","title":"Impact of ISP Tuning on Object Detection","display_name":"Impact of ISP Tuning on Object Detection","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4388977642","doi":"https://doi.org/10.3390/jimaging9120260","pmid":"https://pubmed.ncbi.nlm.nih.gov/38132678"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging9120260","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9120260","pdf_url":"https://www.mdpi.com/2313-433X/9/12/260/pdf?version=1700814101","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2313-433X/9/12/260/pdf?version=1700814101","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059517839","display_name":"Dara Molloy","orcid":"https://orcid.org/0000-0003-0186-0718"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Dara Molloy","raw_affiliation_strings":["Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-0186-0718","affiliations":[{"raw_affiliation_string":"Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091422105","display_name":"Brian Deegan","orcid":null},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Brian Deegan","raw_affiliation_strings":["Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-3678-7605","affiliations":[{"raw_affiliation_string":"Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040513244","display_name":"Darragh Mullins","orcid":"https://orcid.org/0000-0001-8555-7868"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Darragh Mullins","raw_affiliation_strings":["Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8555-7868","affiliations":[{"raw_affiliation_string":"Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072676135","display_name":"Enda Ward","orcid":"https://orcid.org/0009-0007-4325-5117"},"institutions":[{"id":"https://openalex.org/I4210126639","display_name":"Valeo (Ireland)","ror":"https://ror.org/031sgpn76","country_code":"IE","type":"company","lineage":["https://openalex.org/I220619192","https://openalex.org/I4210126639"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Enda Ward","raw_affiliation_strings":["Valeo, Tuam, Co., H54 Y276 Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valeo, Tuam, Co., H54 Y276 Galway, Ireland","institution_ids":["https://openalex.org/I4210126639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030416087","display_name":"Jonathan Horgan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126639","display_name":"Valeo (Ireland)","ror":"https://ror.org/031sgpn76","country_code":"IE","type":"company","lineage":["https://openalex.org/I220619192","https://openalex.org/I4210126639"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Jonathan Horgan","raw_affiliation_strings":["Valeo, Tuam, Co., H54 Y276 Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Valeo, Tuam, Co., H54 Y276 Galway, Ireland","institution_ids":["https://openalex.org/I4210126639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084975687","display_name":"Ciar\u00e1n Eising","orcid":"https://orcid.org/0000-0001-8383-2635"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Ciaran Eising","raw_affiliation_strings":["Department of Electronic and Computer Engineering, University of Limerick, Castletroy, V94 T9PX Limerick, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-8383-2635","affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, University of Limerick, Castletroy, V94 T9PX Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080178148","display_name":"Patrick Denny","orcid":"https://orcid.org/0000-0001-7494-8513"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]},{"id":"https://openalex.org/I230495080","display_name":"University of Limerick","ror":"https://ror.org/00a0n9e72","country_code":"IE","type":"education","lineage":["https://openalex.org/I230495080"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Patrick Denny","raw_affiliation_strings":["Department of Electronic and Computer Engineering, University of Limerick, Castletroy, V94 T9PX Limerick, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7494-8513","affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, University of Limerick, Castletroy, V94 T9PX Limerick, Ireland","institution_ids":["https://openalex.org/I230495080"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008448972","display_name":"Edward Jones","orcid":"https://orcid.org/0000-0003-1521-4442"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Edward Jones","raw_affiliation_strings":["Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053838927","display_name":"Martin Glavin","orcid":"https://orcid.org/0000-0003-1477-4835"},"institutions":[{"id":"https://openalex.org/I188760350","display_name":"Ollscoil na Gaillimhe \u2013 University of Galway","ror":"https://ror.org/03bea9k73","country_code":"IE","type":"education","lineage":["https://openalex.org/I188760350"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Martin Glavin","raw_affiliation_strings":["Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland"],"raw_orcid":"https://orcid.org/0000-0003-1477-4835","affiliations":[{"raw_affiliation_string":"Ryan Institute, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]},{"raw_affiliation_string":"School of Engineering, University of Galway, University Road, H91 TK33 Galway, Ireland","institution_ids":["https://openalex.org/I188760350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5059517839"],"corresponding_institution_ids":["https://openalex.org/I188760350"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":1.2521,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82490191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"9","issue":"12","first_page":"260","last_page":"260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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/T10036","display_name":"Advanced Neural Network Applications","score":1.0,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9977999925613403,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/computer-science","display_name":"Computer science","score":0.8313580751419067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7554338574409485},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7332385182380676},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.7099642157554626},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.63686203956604},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.4817059636116028},{"id":"https://openalex.org/keywords/hue","display_name":"Hue","score":0.44666558504104614},{"id":"https://openalex.org/keywords/tone-mapping","display_name":"Tone mapping","score":0.43712860345840454},{"id":"https://openalex.org/keywords/cognitive-neuroscience-of-visual-object-recognition","display_name":"Cognitive neuroscience of visual object recognition","score":0.41140735149383545},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3708386719226837},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2607240676879883},{"id":"https://openalex.org/keywords/high-dynamic-range","display_name":"High dynamic range","score":0.1913440227508545},{"id":"https://openalex.org/keywords/dynamic-range","display_name":"Dynamic range","score":0.10008424520492554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8313580751419067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7554338574409485},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7332385182380676},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.7099642157554626},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.63686203956604},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.4817059636116028},{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.44666558504104614},{"id":"https://openalex.org/C8641274","wikidata":"https://www.wikidata.org/wiki/Q1030958","display_name":"Tone mapping","level":4,"score":0.43712860345840454},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.41140735149383545},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3708386719226837},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2607240676879883},{"id":"https://openalex.org/C2780056265","wikidata":"https://www.wikidata.org/wiki/Q106239881","display_name":"High dynamic range","level":3,"score":0.1913440227508545},{"id":"https://openalex.org/C87133666","wikidata":"https://www.wikidata.org/wiki/Q1161699","display_name":"Dynamic range","level":2,"score":0.10008424520492554},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/jimaging9120260","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9120260","pdf_url":"https://www.mdpi.com/2313-433X/9/12/260/pdf?version=1700814101","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:38132678","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38132678","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":"Journal of imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10744043","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10744043","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10744043/pdf/jimaging-09-00260.pdf","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":"J Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1984be66ad75423390950cd8348092e7","is_oa":true,"landing_page_url":"https://doaj.org/article/1984be66ad75423390950cd8348092e7","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":"Journal of Imaging, Vol 9, Iss 12, p 260 (2023)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/24771957","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Impact_of_ISP_tuning_on_object_detection/24771957","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-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.34961/researchrepository-ul.24771957.v1","is_oa":true,"landing_page_url":"https://doi.org/10.34961/researchrepository-ul.24771957.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401529","display_name":"University of Limerick Institutional Repository (University of Limerick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I230495080","host_organization_name":"University of Limerick","host_organization_lineage":["https://openalex.org/I230495080"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.3390/jimaging9120260","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging9120260","pdf_url":"https://www.mdpi.com/2313-433X/9/12/260/pdf?version=1700814101","source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388977642.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1987890534","https://openalex.org/W2035192779","https://openalex.org/W2058333183","https://openalex.org/W2076076065","https://openalex.org/W2088049833","https://openalex.org/W2095739937","https://openalex.org/W2102605133","https://openalex.org/W2122374500","https://openalex.org/W2125527601","https://openalex.org/W2127701282","https://openalex.org/W2166538457","https://openalex.org/W2169005439","https://openalex.org/W2186094539","https://openalex.org/W2193145675","https://openalex.org/W2548411843","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2615178951","https://openalex.org/W2884367402","https://openalex.org/W2884561390","https://openalex.org/W2954996726","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2975505153","https://openalex.org/W2977160928","https://openalex.org/W2980900280","https://openalex.org/W2982770724","https://openalex.org/W3004127905","https://openalex.org/W3034985715","https://openalex.org/W3035564946","https://openalex.org/W3035635957","https://openalex.org/W3096609285","https://openalex.org/W3096832794","https://openalex.org/W3106250896","https://openalex.org/W3116271762","https://openalex.org/W3132500446","https://openalex.org/W3157072582","https://openalex.org/W3174621777","https://openalex.org/W3176923149","https://openalex.org/W4386076325","https://openalex.org/W6675077989","https://openalex.org/W6803003410","https://openalex.org/W6803937548"],"related_works":["https://openalex.org/W4320518079","https://openalex.org/W2342978393","https://openalex.org/W4386771591","https://openalex.org/W1978533094","https://openalex.org/W2039822179","https://openalex.org/W1981480020","https://openalex.org/W2972873516","https://openalex.org/W4321789582","https://openalex.org/W2992307175","https://openalex.org/W4387272257"],"abstract_inverted_index":{"In":[0,36,110],"advanced":[1,164],"driver":[2,165],"assistance":[3,166],"systems":[4,87],"(ADAS)":[5,168],"or":[6],"autonomous":[7],"vehicle":[8],"research,":[9],"acquiring":[10],"semantic":[11],"information":[12],"about":[13],"the":[14,45,51,57,72,76,98,102,115,124,129,179,185],"surrounding":[15],"environment":[16,74],"generally":[17,31],"relies":[18],"heavily":[19],"on":[20,50,61],"camera-based":[21],"object":[22,85,92,120,180,202],"detection.":[23],"Image":[24],"signal":[25],"processors":[26],"(ISPs)":[27],"in":[28,123,128,188],"cameras":[29,60,78],"are":[30,41,79],"tuned":[32,54],"for":[33,88],"human":[34],"perception.":[35],"most":[37],"cases,":[38],"ISP":[39,103,130,135,177,192,207],"parameters":[40,104],"selected":[42],"subjectively":[43],"and":[44,147,156,183],"resulting":[46],"image":[47],"differs":[48],"depending":[49],"individual":[52],"who":[53],"it.":[55],"While":[56],"installation":[58],"of":[59,67,71,83,100,117,126],"cars":[62],"started":[63],"as":[64],"a":[65,69,157,175,197],"means":[66],"providing":[68],"view":[70],"vehicle's":[73],"to":[75,190],"driver,":[77],"increasingly":[80],"becoming":[81],"part":[82],"safety-critical":[84],"detection":[86,93,121,181,203],"ADAS.":[89],"Deep":[90],"learning-based":[91],"has":[94,105],"become":[95],"prominent,":[96],"but":[97],"effect":[99],"varying":[101,173,191],"an":[106,163],"unknown":[107],"performance":[108,116,182],"impact.":[109],"this":[111],"study,":[112],"we":[113,195],"analyze":[114],"14":[118],"popular":[119],"models":[122,186],"context":[125],"changes":[127],"parameters.":[131,193],"We":[132,150,170],"consider":[133],"eight":[134],"blocks:":[136],"demosaicing,":[137],"gamma,":[138],"denoising,":[139],"edge":[140],"enhancement,":[141],"local":[142],"tone":[143],"mapping,":[144],"saturation,":[145],"contrast,":[146],"hue":[148],"angle.":[149],"investigate":[151],"two":[152],"raw":[153,159],"datasets,":[154],"PASCALRAW":[155],"custom":[158],"dataset":[160],"collected":[161],"from":[162,174],"system":[167],"perspective.":[169],"found":[171],"that":[172,184,200],"default":[176],"degrades":[178],"differ":[187],"sensitivity":[189],"Finally,":[194],"propose":[196],"novel":[198],"methodology":[199],"increases":[201],"model":[204],"robustness":[205],"via":[206],"variation":[208],"data":[209],"augmentation.":[210]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
