{"id":"https://openalex.org/W7166648698","doi":"https://doi.org/10.1007/978-981-95-9525-9_11","title":"FRAN: Multi-scale Frequency\u2013Spatial Residual Attention Network for General-Purpose AIGC Image Detection","display_name":"FRAN: Multi-scale Frequency\u2013Spatial Residual Attention Network for General-Purpose AIGC Image Detection","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166648698","doi":"https://doi.org/10.1007/978-981-95-9525-9_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-9525-9_11","doi":"https://doi.org/10.1007/978-981-95-9525-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-9525-9_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7166694580","display_name":"Pattern Analysis and Machine Intelligence"},"type":"conference-paper","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/A5139636604","display_name":"Zhanbo Ye","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhanbo Ye","raw_affiliation_strings":["r3kapig, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"r3kapig, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139671726","display_name":"Xinyu Ma","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinyu Ma","raw_affiliation_strings":["r3kapig, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"r3kapig, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139672890","display_name":"Aobo Wang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aobo Wang","raw_affiliation_strings":["r3kapig, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"r3kapig, Jinan, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139649567","display_name":"Mingxi Ji","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingxi Ji","raw_affiliation_strings":["SHANDONG SCICOM Information and Economy Research Institute Co., Ltd., Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SHANDONG SCICOM Information and Economy Research Institute Co., Ltd., Jinan, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107244139","display_name":"Zhenye Fan","orcid":"https://orcid.org/0009-0005-5312-1150","observed_orcids":["https://orcid.org/0009-0005-5312-1150"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhenye Fan","raw_affiliation_strings":["r3kapig, Jinan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"r3kapig, Jinan, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5107244139"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47655,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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/T12357","display_name":"Digital Media Forensic Detection","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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","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/T11165","display_name":"Image and Video Quality Assessment","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"}}],"keywords":[{"id":"https://openalex.org/keywords/deepfake-detection","display_name":"deepfake detection","score":0.9990000128746033},{"id":"https://openalex.org/keywords/frequency-domain-analysis","display_name":"frequency domain analysis","score":0.5289999842643738},{"id":"https://openalex.org/keywords/residual-attention-network","display_name":"residual attention network","score":0.6050000190734863},{"id":"https://openalex.org/keywords/bidirectional-gru","display_name":"bidirectional GRU","score":0.949999988079071},{"id":"https://openalex.org/keywords/temporal-feature-fusion","display_name":"temporal feature fusion","score":0.5699999928474426},{"id":"https://openalex.org/keywords/real-time-inference","display_name":"real-time inference","score":0.5600000023841858},{"id":"https://openalex.org/keywords/image-authenticity","display_name":"image authenticity","score":0.4169999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.724399983882904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6193000078201294},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5866000056266785},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5594000220298767},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.3781000077724457},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3231000006198883},{"id":"https://openalex.org/C2778698081","wikidata":"https://www.wikidata.org/wiki/Q179797","display_name":"Thesaurus","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3077999949455261},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.30140000581741333},{"id":"https://openalex.org/C2986089797","wikidata":"https://www.wikidata.org/wiki/Q6501338","display_name":"Visual attention","level":3,"score":0.27950000762939453}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-9525-9_11","doi":"https://doi.org/10.1007/978-981-95-9525-9_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-9525-9_11","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2912336782","https://openalex.org/W3034864980","https://openalex.org/W3094728142","https://openalex.org/W3110828520","https://openalex.org/W3196551054","https://openalex.org/W4393154086","https://openalex.org/W4402952411"],"related_works":["https://openalex.org/W7133309456","https://openalex.org/W4415306975","https://openalex.org/W4414271837","https://openalex.org/W7123338155","https://openalex.org/W7126101253","https://openalex.org/W7156039390","https://openalex.org/W4404428284","https://openalex.org/W4396547602","https://openalex.org/W7152073739","https://openalex.org/W7161297080"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2026-07-01T00:00:00"}
