{"id":"https://openalex.org/W7219253900","doi":null,"title":"Pedestrian Detection System Based on Deep Learning Algorithm","display_name":"Pedestrian Detection System Based on Deep Learning Algorithm","publication_year":2025,"publication_date":"2025-03-29","ids":{"openalex":"https://openalex.org/W7219253900"},"language":"en","primary_location":{"id":"pmh:oai:jneonatalsurg.com:article/2760","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/2760","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/2760/2479/13724","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/2760/2479/13724","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029028905","display_name":"Won-Hyuk Choi","orcid":"https://orcid.org/0000-0002-4914-3921","observed_orcids":["https://orcid.org/0000-0002-4914-3921"]},"institutions":[{"id":"https://openalex.org/I147238563","display_name":"Hanseo University","ror":"https://ror.org/02jv06474","country_code":"KR","type":"education","lineage":["https://openalex.org/I147238563"]},{"id":"https://openalex.org/I177023625","display_name":"Hansei University","ror":"https://ror.org/01bxsr356","country_code":"KR","type":"education","lineage":["https://openalex.org/I177023625"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choi, Won-hyuk","raw_affiliation_strings":["Department of Aeronautical System Engineering , Hanseo University , Taean 32158 , Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Aeronautical System Engineering , Hanseo University , Taean 32158 , Korea","institution_ids":["https://openalex.org/I147238563","https://openalex.org/I177023625"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101844081","display_name":"Woo-Jin Jung","orcid":"https://orcid.org/0000-0002-6973-6695","observed_orcids":["https://orcid.org/0000-0002-6973-6695"]},"institutions":[{"id":"https://openalex.org/I147238563","display_name":"Hanseo University","ror":"https://ror.org/02jv06474","country_code":"KR","type":"education","lineage":["https://openalex.org/I147238563"]},{"id":"https://openalex.org/I177023625","display_name":"Hansei University","ror":"https://ror.org/01bxsr356","country_code":"KR","type":"education","lineage":["https://openalex.org/I177023625"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Woo-Jin Jung","raw_affiliation_strings":["Department of Avionics , Hanseo University , Taean 32158 , Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Avionics , Hanseo University , Taean 32158 , Korea","institution_ids":["https://openalex.org/I147238563","https://openalex.org/I177023625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9980000257492065,"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":0.9980000257492065,"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":0.0017999999690800905,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":9.999999747378752e-05,"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/pedestrian-detection","display_name":"pedestrian detection","score":1.0},{"id":"https://openalex.org/keywords/yolov8-seg","display_name":"YOLOv8-seg","score":0.8840000033378601},{"id":"https://openalex.org/keywords/instance-segmentation","display_name":"instance segmentation","score":0.9070000052452087},{"id":"https://openalex.org/keywords/monocular-camera","display_name":"monocular camera","score":0.7459999918937683},{"id":"https://openalex.org/keywords/live-streaming","display_name":"live streaming","score":0.7799999713897705},{"id":"https://openalex.org/keywords/school-zone-safety","display_name":"school zone safety","score":0.6570000052452087},{"id":"https://openalex.org/keywords/pedestrian-safety","display_name":"pedestrian safety","score":0.5519999861717224},{"id":"https://openalex.org/keywords/crosswalk-detection","display_name":"crosswalk detection","score":0.6570000052452087},{"id":"https://openalex.org/keywords/vehicle-mounted-camera","display_name":"vehicle-mounted camera","score":0.45899999141693115}],"concepts":[{"id":"https://openalex.org/C2780156472","wikidata":"https://www.wikidata.org/wiki/Q2355550","display_name":"Pedestrian detection","level":3,"score":0.8907999992370605},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.8149999976158142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7141000032424927},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6929000020027161},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6761999726295471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6015999913215637},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6003999710083008},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5235999822616577},{"id":"https://openalex.org/C65909025","wikidata":"https://www.wikidata.org/wiki/Q1945033","display_name":"Monocular","level":2,"score":0.5188000202178955},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48809999227523804},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44940000772476196},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4442000091075897},{"id":"https://openalex.org/C158829959","wikidata":"https://www.wikidata.org/wiki/Q1640606","display_name":"Monocular vision","level":2,"score":0.3758000135421753},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34689998626708984},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.29330000281333923}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:jneonatalsurg.com:article/2760","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/2760","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/2760/2479/13724","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:jneonatalsurg.com:article/2760","doi":null,"is_oa":true,"landing_page_url":"https://www.jneonatalsurg.com/index.php/jns/article/view/2760","pdf_url":"https://www.jneonatalsurg.com/index.php/jns/article/download/2760/2479/13724","source":{"id":"https://openalex.org/S2764549079","display_name":"Journal of Neonatal Surgery","issn_l":"2226-0439","issn":["2226-0439"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2226-0439","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7250000238418579}],"study_designs":[],"awards":[{"id":"https://openalex.org/G1532178269","display_name":null,"funder_award_id":"2021RIS\u2010 004","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7219253900.pdf","grobid_xml":"https://content.openalex.org/works/W7219253900.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2928502868","https://openalex.org/W2951548327","https://openalex.org/W2963150697"],"related_works":["https://openalex.org/W7219365669","https://openalex.org/W7117421768","https://openalex.org/W7154457705","https://openalex.org/W4298149443","https://openalex.org/W2977060234","https://openalex.org/W7151446669","https://openalex.org/W4405529884","https://openalex.org/W7217254925","https://openalex.org/W7024089802","https://openalex.org/W4411359353"],"abstract_inverted_index":{"In":[0,21],"South":[1],"Korea,":[2],"the":[3,12,43,57,95,102,124],"incidence":[4],"of":[5,59,97,121],"pedestrian":[6,40,47,63],"traffic":[7],"accidents":[8,31],"is":[9,50],"higher":[10],"than":[11],"Organisation":[13],"for":[14,45,111],"Economic":[15],"Co-operation":[16],"and":[17,73,80,88,99,116],"Development":[18],"(OECD)":[19],"average.":[20],"response,":[22],"recent":[23],"legal":[24],"regulations":[25],"have":[26],"been":[27],"strengthened":[28],"to":[29,70,93],"prevent":[30],"in":[32],"school":[33],"zones,":[34],"with":[35],"a":[36,60,85,107,119,133],"greater":[37],"focus":[38],"on":[39,118],"safety.":[41],"Consequently,":[42],"necessity":[44],"real-time":[46,130],"detection":[48,64],"systems":[49],"becoming":[51],"increasingly":[52],"apparent.":[53],"This":[54],"study":[55,83],"proposes":[56],"implementation":[58],"deep":[61],"learning-based":[62],"system,":[65],"which":[66,105],"would":[67],"enable":[68],"drivers":[69],"accurately":[71],"detect":[72],"make":[74],"informed":[75],"decisions":[76],"regarding":[77],"pedestrians,":[78],"vehicles,":[79],"crosswalks.":[81],"The":[82],"employs":[84],"monocular":[86],"camera":[87],"an":[89],"image":[90],"segmentation":[91],"algorithm":[92],"compare":[94],"architectures":[96],"R-CNN":[98],"YOLOv8.":[100],"Subsequently,":[101,123],"YOLOv8-seg":[103],"model,":[104],"incorporates":[106],"Segmentation":[108],"Branch":[109],"structure":[110],"instance":[112],"segmentation,":[113],"was":[114,127],"trained":[115],"tested":[117],"variety":[120],"models.":[122],"system's":[125],"functionality":[126],"validated":[128],"through":[129],"streaming":[131],"within":[132],"vehicle.":[134]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-04T00:00:00"}
