{"id":"https://openalex.org/W4408347297","doi":"https://doi.org/10.1109/icassp49660.2025.10889005","title":"Low-Light Detector Based on Feature Filtering and Enhancement","display_name":"Low-Light Detector Based on Feature Filtering and Enhancement","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408347297","doi":"https://doi.org/10.1109/icassp49660.2025.10889005"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"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/A5100352813","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0002-7470-2385"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Wang","raw_affiliation_strings":["Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069471202","display_name":"Baoguo Wei","orcid":"https://orcid.org/0000-0002-0626-2760"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoguo Wei","raw_affiliation_strings":["Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113359628","display_name":"Yuetong Su","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuetong Su","raw_affiliation_strings":["Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101703262","display_name":"Xu Li","orcid":"https://orcid.org/0000-0002-9940-419X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Li","raw_affiliation_strings":["Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100782093","display_name":"Lixin Li","orcid":"https://orcid.org/0000-0002-9980-2649"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Li","raw_affiliation_strings":["Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University,School of Electronics and Information,Xi’an,China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9692000150680542,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14158","display_name":"Optical Systems and Laser Technology","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/detector","display_name":"Detector","score":0.6698217988014221},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6188145875930786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.59604811668396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136575102806091},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4728955030441284},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3305813670158386},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10666146874427795}],"concepts":[{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6698217988014221},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6188145875930786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.59604811668396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136575102806091},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4728955030441284},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3305813670158386},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10666146874427795},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889005","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889005","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.47999998927116394,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2076205488","https://openalex.org/W2169447236","https://openalex.org/W2963766909","https://openalex.org/W2981718299","https://openalex.org/W2990230185","https://openalex.org/W3105335430","https://openalex.org/W3184486150","https://openalex.org/W3204374989","https://openalex.org/W4226042837","https://openalex.org/W4385065580","https://openalex.org/W4386939303","https://openalex.org/W4389869186","https://openalex.org/W4392759181","https://openalex.org/W6798838024","https://openalex.org/W6845221098"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Low-light":[0],"scenarios":[1],"pose":[2],"a":[3],"challenge":[4],"for":[5,84],"object":[6],"detection":[7,23],"due":[8],"to":[9,58,69,82],"noise":[10],"and":[11,39,51,103,109],"low":[12],"brightness.":[13],"The":[14],"degraded":[15],"feature":[16,31,41,47,76],"maps":[17],"are":[18],"the":[19,27,54,59,65,70,78,85,93,113],"main":[20],"factors":[21],"affecting":[22],"performance.":[24],"To":[25],"improve":[26],"quality":[28],"of":[29],"low-light":[30,75],"maps,":[32,77],"we":[33],"propose":[34],"double":[35],"adaptive":[36,55],"filters":[37,60],"(DAF)":[38],"dark":[40],"pyramid":[42],"network":[43],"(DFPN).":[44],"DAF":[45],"enhances":[46],"representation":[48],"by":[49],"filtering":[50],"enhancement.":[52],"Applying":[53],"kernel":[56],"adjustment":[57],"effectively":[61],"improves":[62],"interactions":[63],"in":[64,74],"current":[66],"dimension.":[67],"Due":[68],"limited":[71],"detail":[72],"information":[73],"DFPN":[79],"is":[80],"proposed":[81],"compensate":[83],"details.":[86],"We":[87,97],"integrate":[88],"these":[89],"two":[90],"modules":[91],"into":[92],"advanced":[94],"YOLOX":[95],"detector.":[96],"achieve":[98],"state-of-the-art":[99],"performance":[100],"with":[101],"unloaded":[102],"loaded":[104],"COCO":[105],"weights,":[106],"achieving":[107],"69.1%":[108],"83.2%":[110],"accuracy":[111],"on":[112],"ExDark":[114],"dataset.":[115]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}