{"id":"https://openalex.org/W4414879209","doi":"https://doi.org/10.1007/s00530-025-01994-0","title":"Ihenet: an illumination invariant hierarchical feature enhancement network for low-light object detection","display_name":"Ihenet: an illumination invariant hierarchical feature enhancement network for low-light object detection","publication_year":2025,"publication_date":"2025-10-07","ids":{"openalex":"https://openalex.org/W4414879209","doi":"https://doi.org/10.1007/s00530-025-01994-0"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-025-01994-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01994-0","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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 Systems","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/A5104239498","display_name":"Nuoya Li","orcid":null},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Nuoya Li","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089481275","display_name":"Weiguo Pan","orcid":"https://orcid.org/0000-0002-2293-1004"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Pan","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089881297","display_name":"Bingxin Xu","orcid":"https://orcid.org/0009-0002-3340-4215"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingxin Xu","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040452780","display_name":"Hongzhe Liu","orcid":"https://orcid.org/0000-0003-2314-5272"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhe Liu","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081532174","display_name":"Songyin Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyin Dai","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052315039","display_name":"Cheng Xu","orcid":"https://orcid.org/0000-0003-4913-5371"},"institutions":[{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Xu","raw_affiliation_strings":["Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence College, Beijing Union University, East Fourth Ring Road, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5104239498"],"corresponding_institution_ids":["https://openalex.org/I114234892","https://openalex.org/I4210100255"],"apc_list":null,"apc_paid":null,"fwci":17.0531,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99325621,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"31","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9983000159263611,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.998199999332428,"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/discriminative-model","display_name":"Discriminative model","score":0.7685999870300293},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6765999794006348},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5835999846458435},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5339000225067139},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.527999997138977},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46889999508857727},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42980000376701355},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.41119998693466187},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.4083999991416931}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004000186920166},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7685999870300293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7193999886512756},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6765999794006348},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5835999846458435},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5339000225067139},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.527999997138977},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5271999835968018},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46889999508857727},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42980000376701355},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.41119998693466187},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3853999972343445},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.35339999198913574},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.3529999852180481},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C187888035","wikidata":"https://www.wikidata.org/wiki/Q2563885","display_name":"Color constancy","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C64876066","wikidata":"https://www.wikidata.org/wiki/Q5141226","display_name":"Cognitive neuroscience of visual object recognition","level":3,"score":0.3319999873638153},{"id":"https://openalex.org/C71681937","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object-class detection","level":5,"score":0.31850001215934753},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3061999976634979},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.30570000410079956},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.26759999990463257},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.2551000118255615}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-025-01994-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01994-0","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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 Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1526472065","https://openalex.org/W2118328928","https://openalex.org/W2150721269","https://openalex.org/W2160477239","https://openalex.org/W2194775991","https://openalex.org/W2808617845","https://openalex.org/W2907859765","https://openalex.org/W2908954495","https://openalex.org/W2963766909","https://openalex.org/W2963814095","https://openalex.org/W2965836860","https://openalex.org/W2981718299","https://openalex.org/W3009058813","https://openalex.org/W3035731588","https://openalex.org/W3096609285","https://openalex.org/W3121661546","https://openalex.org/W3161732772","https://openalex.org/W3174792937","https://openalex.org/W3204374989","https://openalex.org/W3204478975","https://openalex.org/W3207691282","https://openalex.org/W4213072039","https://openalex.org/W4226042837","https://openalex.org/W4311681668","https://openalex.org/W4312249431","https://openalex.org/W4312349930","https://openalex.org/W4322741918","https://openalex.org/W4377715550","https://openalex.org/W4383109109","https://openalex.org/W4385779545","https://openalex.org/W4386066362","https://openalex.org/W4386939303","https://openalex.org/W4390190318","https://openalex.org/W4390872559","https://openalex.org/W4391742949","https://openalex.org/W4392093312","https://openalex.org/W4396941327","https://openalex.org/W4399330756","https://openalex.org/W4406748775","https://openalex.org/W4408245958"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}