{"id":"https://openalex.org/W4388976781","doi":"https://doi.org/10.1007/s11042-023-17661-3","title":"Enhancing the accuracy of prototype learning in road anomaly segmentation by adding adversarial perturbations to data","display_name":"Enhancing the accuracy of prototype learning in road anomaly segmentation by adding adversarial perturbations to data","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4388976781","doi":"https://doi.org/10.1007/s11042-023-17661-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-17661-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17661-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","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/A5110965709","display_name":"Yu-Sian Lin","orcid":"https://orcid.org/0009-0009-7178-8732"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Sian Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National University of Tainan, 33 Sec. 2, Su-Lin St., Tainan, Taiwan, 700, Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National University of Tainan, 33 Sec. 2, Su-Lin St., Tainan, Taiwan, 700, Republic of China","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019132625","display_name":"Chow\u2010Sing Lin","orcid":"https://orcid.org/0000-0002-3937-7919"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chow-Sing Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National University of Tainan, 33 Sec. 2, Su-Lin St., Tainan, Taiwan, 700, Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-3937-7919","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National University of Tainan, 33 Sec. 2, Su-Lin St., Tainan, Taiwan, 700, Republic of China","institution_ids":["https://openalex.org/I134793997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019132625"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13085752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"83","issue":"18","first_page":"55627","last_page":"55640"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9787999987602234,"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/computer-science","display_name":"Computer science","score":0.795745849609375},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7903175354003906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7142566442489624},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6730802059173584},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5852078795433044},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.49322575330734253},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46321091055870056},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.46155405044555664},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4570358991622925},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44603872299194336},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3831324577331543},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3427322208881378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795745849609375},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7903175354003906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7142566442489624},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6730802059173584},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5852078795433044},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.49322575330734253},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46321091055870056},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.46155405044555664},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4570358991622925},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44603872299194336},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3831324577331543},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3427322208881378},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-023-17661-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-17661-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1567041090","https://openalex.org/W2194775991","https://openalex.org/W2560023338","https://openalex.org/W2796762894","https://openalex.org/W2955058313","https://openalex.org/W2962974533","https://openalex.org/W2963073398","https://openalex.org/W2969893028","https://openalex.org/W2981786146","https://openalex.org/W3044129898","https://openalex.org/W3100850306","https://openalex.org/W3110437118","https://openalex.org/W3186337600","https://openalex.org/W3193198176","https://openalex.org/W3195244249","https://openalex.org/W3212593512","https://openalex.org/W4205388843","https://openalex.org/W4211264657","https://openalex.org/W4214943264","https://openalex.org/W4289517144","https://openalex.org/W4292787455","https://openalex.org/W4307778795","https://openalex.org/W6600160247","https://openalex.org/W6604233986"],"related_works":["https://openalex.org/W3176659669","https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
