{"id":"https://openalex.org/W7156349846","doi":"https://doi.org/10.1016/j.displa.2026.103498","title":"FSFNet:A frequency-semantic fusion network with multi-scale adaptation for camouflaged object detection","display_name":"FSFNet:A frequency-semantic fusion network with multi-scale adaptation for camouflaged object detection","publication_year":2026,"publication_date":"2026-04-27","ids":{"openalex":"https://openalex.org/W7156349846","doi":"https://doi.org/10.1016/j.displa.2026.103498"},"language":"en","primary_location":{"id":"doi:10.1016/j.displa.2026.103498","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.displa.2026.103498","pdf_url":null,"source":{"id":"https://openalex.org/S191329154","display_name":"Displays","issn_l":"0141-9382","issn":["0141-9382","1872-7387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Displays","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/A5084435674","display_name":"Xuekai Zhang","orcid":"https://orcid.org/0000-0003-4052-6755"},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuekai Zhang","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0008-3559-9312","affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134743159","display_name":"Wei Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Tang","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0000-5114-6753","affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087584539","display_name":"Yueping Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yueping Peng","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-0441-0854","affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134671752","display_name":"Hexiang Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hexiang Hao","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0002-9107-6563","affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031903454","display_name":"Zecong Ye","orcid":"https://orcid.org/0000-0003-1345-7133"},"institutions":[{"id":"https://openalex.org/I4210088305","display_name":"Chinese People's Armed Police Force Medical College Affiliated Hospital","ror":"https://ror.org/00768sz96","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088305"]},{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]},{"id":"https://openalex.org/I79995938","display_name":"China People's Police University","ror":"https://ror.org/05mg82t36","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210133972","https://openalex.org/I4396570617","https://openalex.org/I79995938"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zecong Ye","raw_affiliation_strings":["Officers College of Chinese People\u2019s Armed Police Force, Chengdu 610213, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Officers College of Chinese People\u2019s Armed Police Force, Chengdu 610213, Sichuan, China","institution_ids":["https://openalex.org/I4210134428","https://openalex.org/I79995938","https://openalex.org/I4210088305"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101332881","display_name":"Baixuan Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baixuan Han","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134734259","display_name":"Yingying Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Sun","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100638487","display_name":"Dawei Liu","orcid":"https://orcid.org/0000-0002-2268-5632"},"institutions":[{"id":"https://openalex.org/I4210134428","display_name":"Chinese People's Armed Police Force Engineering University","ror":"https://ror.org/031jzbb03","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210134428"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Liu","raw_affiliation_strings":["Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese People\u2019s Armed Police Force Engineering University, Xi\u2019an 710086, Shaanxi, China","institution_ids":["https://openalex.org/I4210134428"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5087584539"],"corresponding_institution_ids":["https://openalex.org/I4210134428"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88705234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"94","issue":null,"first_page":"103498","last_page":"103498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9151999950408936,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9151999950408936,"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/T11094","display_name":"Face Recognition and Perception","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11328","display_name":"Ocular Oncology and Treatments","score":0.00430000014603138,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7186999917030334},{"id":"https://openalex.org/keywords/pascal","display_name":"Pascal (unit)","score":0.6158000230789185},{"id":"https://openalex.org/keywords/camouflage","display_name":"Camouflage","score":0.58160001039505},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5539000034332275},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5282999873161316},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.49059998989105225},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4821000099182129},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43560001254081726},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4277999997138977},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.41620001196861267}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7925000190734863},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7401999831199646},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7186999917030334},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.6158000230789185},{"id":"https://openalex.org/C2776196576","wikidata":"https://www.wikidata.org/wiki/Q196113","display_name":"Camouflage","level":2,"score":0.58160001039505},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5539000034332275},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5282999873161316},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.49059998989105225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4821000099182129},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4778999984264374},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43560001254081726},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4277999997138977},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.38659998774528503},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.37860000133514404},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.3668000102043152},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3619000017642975},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.3546000123023987},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3353999853134155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3260999917984009},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3240000009536743},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.29670000076293945},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.29589998722076416},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C2780156472","wikidata":"https://www.wikidata.org/wiki/Q2355550","display_name":"Pedestrian detection","level":3,"score":0.2858999967575073},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.2806999981403351},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.2709999978542328},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.26030001044273376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.displa.2026.103498","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.displa.2026.103498","pdf_url":null,"source":{"id":"https://openalex.org/S191329154","display_name":"Displays","issn_l":"0141-9382","issn":["0141-9382","1872-7387"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Displays","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7428126931190491}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2008359794","https://openalex.org/W2923486253","https://openalex.org/W2943545929","https://openalex.org/W3011537656","https://openalex.org/W3034684132","https://openalex.org/W3164098653","https://openalex.org/W3177004386","https://openalex.org/W3196278236","https://openalex.org/W4283011659","https://openalex.org/W4304098552","https://openalex.org/W4315490105","https://openalex.org/W4382401383","https://openalex.org/W4386187806","https://openalex.org/W4387717445","https://openalex.org/W4390492164","https://openalex.org/W4390872693","https://openalex.org/W4391051565","https://openalex.org/W4398226246","https://openalex.org/W4399391807","https://openalex.org/W4408109426","https://openalex.org/W4408566143","https://openalex.org/W4409594992"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T06:06:40.768181","created_date":"2026-04-28T00:00:00"}
