{"id":"https://openalex.org/W4394731293","doi":"https://doi.org/10.1007/978-3-031-56281-5_6","title":"Impact of\u00a0Image Data Splitting on\u00a0the\u00a0Performance of\u00a0Automotive Perception Systems","display_name":"Impact of\u00a0Image Data Splitting on\u00a0the\u00a0Performance of\u00a0Automotive Perception Systems","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394731293","doi":"https://doi.org/10.1007/978-3-031-56281-5_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-56281-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56281-5_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","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/A5003479257","display_name":"Md Abu Ahammed Babu","orcid":"https://orcid.org/0000-0003-3747-1319"},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]},{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Md. Abu Ahammed Babu","raw_affiliation_strings":["Chalmers | University of Gothenburg, Gothenburg, Sweden","Research & Development, Volvo Car Corporation, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-3747-1319","affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Research & Development, Volvo Car Corporation, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070178656","display_name":"Sushant Kumar Pandey","orcid":"https://orcid.org/0000-0003-1882-2435"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Sushant Kumar Pandey","raw_affiliation_strings":["Chalmers | University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0003-1882-2435","affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027296715","display_name":"Darko Durisic","orcid":"https://orcid.org/0000-0002-3901-873X"},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Darko Durisic","raw_affiliation_strings":["Research & Development, Volvo Car Corporation, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-3901-873X","affiliations":[{"raw_affiliation_string":"Research & Development, Volvo Car Corporation, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022484130","display_name":"Ashok Chaitanya Koppisetty","orcid":null},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ashok Chaitanya Koppisetty","raw_affiliation_strings":["Research & Development, Volvo Car Corporation, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research & Development, Volvo Car Corporation, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074020697","display_name":"Miroslaw Staron","orcid":"https://orcid.org/0000-0002-9052-0864"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Miroslaw Staron","raw_affiliation_strings":["Chalmers | University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-9052-0864","affiliations":[{"raw_affiliation_string":"Chalmers | University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003479257"],"corresponding_institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628","https://openalex.org/I66862912","https://openalex.org/I881427289"],"apc_list":null,"apc_paid":null,"fwci":1.6398,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88968068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"91","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9988999962806702,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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"}}],"keywords":[{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6165363788604736},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.43927890062332153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43026119470596313},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4126179814338684},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3679952621459961},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.335379958152771},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22543025016784668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20774319767951965},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.0719357430934906},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.06347537040710449}],"concepts":[{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6165363788604736},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.43927890062332153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43026119470596313},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4126179814338684},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3679952621459961},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.335379958152771},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22543025016784668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20774319767951965},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0719357430934906},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.06347537040710449}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-56281-5_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56281-5_6","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:research.chalmers.se:541088","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/541088","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1510833811","https://openalex.org/W1536719639","https://openalex.org/W1976144991","https://openalex.org/W2115579991","https://openalex.org/W2899369852","https://openalex.org/W2963037989","https://openalex.org/W2988916019","https://openalex.org/W3009131247","https://openalex.org/W3022315685","https://openalex.org/W3035574168","https://openalex.org/W3088694469","https://openalex.org/W3117782667","https://openalex.org/W3118955432","https://openalex.org/W3127561923","https://openalex.org/W3130423852","https://openalex.org/W3135688577","https://openalex.org/W3173112500","https://openalex.org/W3184231327","https://openalex.org/W3207402746","https://openalex.org/W4210598935","https://openalex.org/W4213456028","https://openalex.org/W4285118451","https://openalex.org/W4291213652","https://openalex.org/W4382568144","https://openalex.org/W4386076325"],"related_works":["https://openalex.org/W4382644535","https://openalex.org/W2522768275","https://openalex.org/W2352938035","https://openalex.org/W2351672553","https://openalex.org/W2373392303","https://openalex.org/W2765894405","https://openalex.org/W1884735063","https://openalex.org/W2372668238","https://openalex.org/W2560421750","https://openalex.org/W645600747"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
