{"id":"https://openalex.org/W4403701141","doi":"https://doi.org/10.11834/jig.190503","title":"\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b","display_name":"\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W4403701141","doi":"https://doi.org/10.11834/jig.190503","mag":"3177752968"},"language":"en","primary_location":{"id":"doi:10.11834/jig.190503","doi":"https://doi.org/10.11834/jig.190503","is_oa":true,"landing_page_url":"https://doi.org/10.11834/jig.190503","pdf_url":"https://www.cjig.cn/rc-pub/front/front-article/download/55697957/lowqualitypdf/\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b.pdf","source":{"id":"https://openalex.org/S2764372918","display_name":"Journal of Image and Graphics","issn_l":"1006-8961","issn":["1006-8961"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4323867248","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/P4323867248"],"host_organization_lineage_names":["University of Portsmouth"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Image and Graphics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.cjig.cn/rc-pub/front/front-article/download/55697957/lowqualitypdf/\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091729520","display_name":"Mingkang Liu","orcid":"https://orcid.org/0009-0000-5355-1330","observed_orcids":["https://orcid.org/0009-0000-5355-1330"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu Mingkang","raw_affiliation_strings":["Overseas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Overseas","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113540599","display_name":"Hongmin Wang","orcid":"https://orcid.org/0009-0003-2424-6398","observed_orcids":["https://orcid.org/0009-0003-2424-6398"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang Hongmin","raw_affiliation_strings":["No. 19 , North 4 th Ring Road West , Haidian District , Beijing , P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"No. 19 , North 4 th Ring Road West , Haidian District , Beijing , P. R. China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Li Qi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Qi","raw_affiliation_strings":["No. 19 , North 4 th Ring Road West , Haidian District , Beijing , P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"No. 19 , North 4 th Ring Road West , Haidian District , Beijing , P. R. China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5143235836","display_name":"Sun Zhenan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sun Zhenan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":"25","issue":"7","first_page":"1421","last_page":"1435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.0,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/iris-recognition","display_name":"iris recognition","score":0.6110000014305115},{"id":"https://openalex.org/keywords/spoofing-detection","display_name":"anti-spoofing","score":0.5090000033378601},{"id":"https://openalex.org/keywords/resnet","display_name":"ResNet","score":0.4970000088214874},{"id":"https://openalex.org/keywords/triplet-loss","display_name":"triplet loss","score":0.8820000290870667},{"id":"https://openalex.org/keywords/biometric-security","display_name":"biometric security","score":0.5799999833106995}],"concepts":[{"id":"https://openalex.org/C15569618","wikidata":"https://www.wikidata.org/wiki/Q3561421","display_name":"Liveness","level":2,"score":0.8091739416122437},{"id":"https://openalex.org/C166275286","wikidata":"https://www.wikidata.org/wiki/Q190095","display_name":"Gray (unit)","level":2,"score":0.6728508472442627},{"id":"https://openalex.org/C2779503344","wikidata":"https://www.wikidata.org/wiki/Q5973514","display_name":"IRIS (biosensor)","level":3,"score":0.604823887348175},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5917969346046448},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5670293569564819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.541443407535553},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.442039430141449},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14890938997268677},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.14203953742980957},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.065146803855896},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.05069857835769653}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.11834/jig.190503","doi":"https://doi.org/10.11834/jig.190503","is_oa":true,"landing_page_url":"https://doi.org/10.11834/jig.190503","pdf_url":"https://www.cjig.cn/rc-pub/front/front-article/download/55697957/lowqualitypdf/\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b.pdf","source":{"id":"https://openalex.org/S2764372918","display_name":"Journal of Image and Graphics","issn_l":"1006-8961","issn":["1006-8961"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4323867248","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/P4323867248"],"host_organization_lineage_names":["University of Portsmouth"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Image and Graphics","raw_type":"journal-article"},{"id":"mag:3177752968","doi":null,"is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/detail?JGLOBAL_ID=202002251038122772","pdf_url":null,"source":{"id":"https://openalex.org/S2764372918","display_name":"Journal of Image and Graphics","issn_l":"1006-8961","issn":["1006-8961"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4323867248","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/P4323867248"],"host_organization_lineage_names":["University of Portsmouth"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Zhongguo Tuxiang Tuxing Xuebao","raw_type":null}],"best_oa_location":{"id":"doi:10.11834/jig.190503","doi":"https://doi.org/10.11834/jig.190503","is_oa":true,"landing_page_url":"https://doi.org/10.11834/jig.190503","pdf_url":"https://www.cjig.cn/rc-pub/front/front-article/download/55697957/lowqualitypdf/\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b.pdf","source":{"id":"https://openalex.org/S2764372918","display_name":"Journal of Image and Graphics","issn_l":"1006-8961","issn":["1006-8961"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4323867248","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/P4323867248"],"host_organization_lineage_names":["University of Portsmouth"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Image and Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403701141.pdf","grobid_xml":"https://content.openalex.org/works/W4403701141.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7003698253","https://openalex.org/W7050444931","https://openalex.org/W4381481311","https://openalex.org/W7003832679","https://openalex.org/W7022356766","https://openalex.org/W7022386084","https://openalex.org/W4402656427","https://openalex.org/W7031742901","https://openalex.org/W7013161571","https://openalex.org/W7054116187"],"abstract_inverted_index":{"\u76ee\u7684\u8679\u819c\u4f5c\u4e3a\u4e00\u79cd\u5177\u6709\u9ad8\u7a33\u5b9a\u6027\u4e0e\u533a\u5206\u6027\u7684\u751f\u7269\u7279\u5f81\uff0c\u4f7f\u5f97\u8679\u819c\u8bc6\u522b\u5728\u5e94\u7528\u573a\u666f\u4e2d\u5341\u5206\u666e\u53ca\uff0c\u4f46\u5f88\u591a\u8679\u819c\u8bc6\u522b\u7cfb\u7edf\u5728\u62b5\u5fa1\u5404\u7c7b\u6f14\u793a\u653b\u51fb\u65f6\u65e0\u6cd5\u4fdd\u8bc1\u5341\u8db3\u7684\u53ef\u9760\u6027\uff0c\u5bfc\u81f4\u8679\u819c\u8bc6\u522b\u5728\u9ad8\u7ea7\u5b89\u5168\u573a\u666f\u4e2d\u7684\u5e94\u7528\u53d7\u9650\uff0c\u4f7f\u5f97\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b\u6210\u4e3a\u751f\u7269\u8bc6\u522b\u6280\u672f\u4e2d\u4e9f\u9700\u89e3\u51b3\u7684\u95ee\u9898\u4e4b\u4e00\u3002\u73b0\u6709\u7684\u533a\u5206\u771f\u5b9e\u4e0e\u5047\u4f53\u8679\u819c\u6700\u5148\u8fdb\u7684\u7b97\u6cd5\u4e3b\u8981\u4f9d\u9760\u5728\u539f\u59cb\u7070\u5ea6\u7a7a\u95f4\u4e2d\u63d0\u53d6\u7684\u8679\u819c\u7eb9\u7406\u6df1\u5ea6\u7279\u5f81\uff0c\u4f46\u8fd9\u7c7b\u7279\u5f81\u5dee\u5f02\u4e0d\u660e\u663e\uff0c\u53ea\u80fd\u8fa8\u522b\u5355\u6e90\u5047\u4f53\u8679\u819c\u3002\u4e3a\u6b64\uff0c\u63d0\u51fa\u4e00\u79cd\u57fa\u4e8e\u589e\u5f3a\u578b\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\u7684\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b\u65b9\u6cd5\u3002\u65b9\u6cd5\u5229\u7528\u6b8b\u5dee\u7f51\u7edc\uff08ResNet\uff09\u5c06\u539f\u59cb\u8679\u819c\u56fe\u50cf\u6620\u5c04\u5230\u53ef\u5206\u79bb\u7684\u7070\u5ea6\u56fe\u50cf\u7a7a\u95f4\uff0c\u4f7f\u771f\u5047\u8679\u819c\u7279\u5f81\u5177\u6709\u660e\u663e\u7684\u5224\u522b\u6027\uff1b\u7528\u9884\u8bad\u7ec3LightCNN\uff08light":[0],"convolational":[1],"neural":[2],"networks\uff09-4\u7f51\u7edc\u63d0\u53d6\u65b0\u7a7a\u95f4\u4e2d\u7684\u8679\u819c\u7eb9\u7406\u7279\u5f81\uff1b\u8bbe\u8ba1\u4e09\u5143\u7ec4\u635f\u5931\u51fd\u6570\u4e0esoftmax\u635f\u5931\u51fd\u6570\u8bad\u7ec3\u6a21\u578b\u5b9e\u73b0\u4e8c\u5206\u7c7b\u4efb\u52a1\u3002\u7ed3\u679c\u5728\u4e24\u4e2a\u5355\u6e90\u5047\u8679\u819c\u6570\u636e\u5e93\u4e0a\u91c7\u7528\u95ed\u96c6\u68c0\u6d4b\u65b9\u5f0f\u5206\u522b\u53d6\u5f97100%\u548c99.75%\u7684\u51c6\u786e\u7387\uff1b\u5728\u591a\u6e90\u5047\u8679\u819c\u6570\u636e\u5e93\u4e0a\u91c7\u7528\u5f00\u96c6\u68c0\u6d4b\u65b9\u5f0f\u5206\u522b\u53d6\u5f9798.94%\u548c99.06%\u7684\u51c6\u786e\u7387\u3002\u7ed3\u8bba\u672c\u6587\u65b9\u6cd5\u901a\u8fc7\u7a7a\u95f4\u6620\u5c04\u7684\u65b9\u5f0f\u589e\u5f3a\u771f\u5047\u8679\u819c\u7eb9\u7406\u4e4b\u95f4\u6e05\u6670\u5ea6\u7684\u5dee\u5f02\uff0c\u8bbe\u8ba1\u4e09\u5143\u7ec4\u635f\u5931\u51fd\u6570\u4e0esoftmax\u635f\u5931\u51fd\u6570\u8bad\u7ec3\u6a21\u578b\uff0c\u65e2\u589e\u52a0\u6b63\u8d1f\u6837\u672c\u96c6\u4e4b\u95f4\u7684\u8ddd\u79bb\u5dee\uff0c\u53c8\u63d0\u5347\u6a21\u578b\u6536\u655b\u901f\u5ea6\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u57fa\u4e8e\u56fe\u50cf\u7a7a\u95f4\u7684\u5206\u6790\u4e0e\u53d8\u6362\u53ef\u6709\u6548\u89e3\u51b3\u771f\u5b9e\u8679\u819c\u4e0e\u5404\u7c7b\u5047\u4f53\u8679\u819c\u5728\u539f\u59cb\u7070\u5ea6\u7a7a\u95f4\u4e2d\u4e0d\u6613\u533a\u5206\u7684\u95ee\u9898\uff0c\u5e76\u4e14\u4f7f\u7f51\u7edc\u80fd\u591f\u51c6\u786e\u68c0\u6d4b\u672a\u77e5\u7c7b\u578b\u7684\u5047\u4f53\u8679\u819c\u6837\u672c\uff0c\u5b9e\u73b0\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b\u7684\u6700\u65b0\u6027\u80fd\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4e86\u8679\u819c\u6d3b\u4f53\u68c0\u6d4b\u65b9\u6cd5\u7684\u6cdb\u5316\u6027\u3002":[3]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-10-24T00:00:00"}
