{"id":"https://openalex.org/W7080774019","doi":"https://doi.org/10.1007/s11554-025-01726-7","title":"DSH-YOLO: a lightweight framework with enhanced multi-scale features fusion for water surface object detection","display_name":"DSH-YOLO: a lightweight framework with enhanced multi-scale features fusion for water surface object detection","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W7080774019","doi":"https://doi.org/10.1007/s11554-025-01726-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11554-025-01726-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11554-025-01726-7","pdf_url":null,"source":{"id":"https://openalex.org/S11282291","display_name":"Journal of Real-Time Image Processing","issn_l":"1861-8200","issn":["1861-8200","1861-8219"],"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":"Journal of Real-Time Image Processing","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":null,"display_name":"Hang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122157","display_name":"Hubei Polytechnic University","ror":"https://ror.org/01z07eq06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Chen","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China","institution_ids":["https://openalex.org/I4210122157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xinlei Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165606","display_name":"Hubei Normal University","ror":"https://ror.org/056y3dw16","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165606"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinlei Tang","raw_affiliation_strings":["College of Physics and Electronic Science, Hubei Normal University, Huangshi, 435002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Physics and Electronic Science, Hubei Normal University, Huangshi, 435002, China","institution_ids":["https://openalex.org/I4210165606"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qian Xiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian Xiang","raw_affiliation_strings":["GongQing Institute of Science and Technology, Jiujiang, 332020, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GongQing Institute of Science and Technology, Jiujiang, 332020, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhichao Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122157","display_name":"Hubei Polytechnic University","ror":"https://ror.org/01z07eq06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhichao Shi","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China","institution_ids":["https://openalex.org/I4210122157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jun Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122157","display_name":"Hubei Polytechnic University","ror":"https://ror.org/01z07eq06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China","institution_ids":["https://openalex.org/I4210122157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lihong Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122157","display_name":"Hubei Polytechnic University","ror":"https://ror.org/01z07eq06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Dai","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China","institution_ids":["https://openalex.org/I4210122157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Song Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161227","display_name":"Huangshi Central Hospital","ror":"https://ror.org/05ncqj764","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161227"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Ye","raw_affiliation_strings":["Hubei SANFBOT Co., Ltd, Huangshi, 435111, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei SANFBOT Co., Ltd, Huangshi, 435111, China","institution_ids":["https://openalex.org/I4210161227"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zufa Xiao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161227","display_name":"Huangshi Central Hospital","ror":"https://ror.org/05ncqj764","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161227"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zufa Xiao","raw_affiliation_strings":["Hubei SANFBOT Co., Ltd, Huangshi, 435111, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei SANFBOT Co., Ltd, Huangshi, 435111, China","institution_ids":["https://openalex.org/I4210161227"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122157","display_name":"Hubei Polytechnic University","ror":"https://ror.org/01z07eq06","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Hubei Polytechnic University, Huangshi, 435003, China","institution_ids":["https://openalex.org/I4210122157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210122157"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":8.6559,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.97541242,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"22","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.7114999890327454,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.7114999890327454,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13067","display_name":"Geological Modeling and Analysis","score":0.026399999856948853,"subfield":{"id":"https://openalex.org/subfields/1906","display_name":"Geochemistry and Petrology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14311","display_name":"Electrical and Electromagnetic Research","score":0.015699999406933784,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6909000277519226},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.678600013256073},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6579999923706055},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6053000092506409},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5935999751091003},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4172999858856201},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3824999928474426},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.3714999854564667},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.34200000762939453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7400000095367432},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6909000277519226},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.678600013256073},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6579999923706055},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6053000092506409},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5935999751091003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5462999939918518},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4172999858856201},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3828999996185303},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3824999928474426},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35269999504089355},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.32019999623298645},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.30720001459121704},{"id":"https://openalex.org/C173414695","wikidata":"https://www.wikidata.org/wiki/Q5510276","display_name":"Fusion mechanism","level":4,"score":0.3050000071525574},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2815999984741211},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.27390000224113464},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.27239999175071716},{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.2632000148296356},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11554-025-01726-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11554-025-01726-7","pdf_url":null,"source":{"id":"https://openalex.org/S11282291","display_name":"Journal of Real-Time Image Processing","issn_l":"1861-8200","issn":["1861-8200","1861-8219"],"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":"Journal of Real-Time Image Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7679374676","display_name":"\u5168\u53cc\u5de5\u8ba4\u77e5\u65e0\u7ebf\u7535\u7f51\u7edc\u4e2d\u591a\u7535\u5e73\u9891\u8c31\u611f\u77e5\u63a5\u5165\u673a\u5236\u7814\u7a76","funder_award_id":"61871178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2102605133","https://openalex.org/W2570343428","https://openalex.org/W2885291434","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2990792015","https://openalex.org/W3035484794","https://openalex.org/W3042011474","https://openalex.org/W3094356058","https://openalex.org/W3197424690","https://openalex.org/W3203188564","https://openalex.org/W3204885083","https://openalex.org/W4280505168","https://openalex.org/W4366083832","https://openalex.org/W4377145686","https://openalex.org/W4384153795","https://openalex.org/W4385975679","https://openalex.org/W4386075524","https://openalex.org/W4386076325","https://openalex.org/W4387618341","https://openalex.org/W4388731573","https://openalex.org/W4388819985","https://openalex.org/W4389204543","https://openalex.org/W4391141030","https://openalex.org/W4391708314","https://openalex.org/W4393865667","https://openalex.org/W4398978139","https://openalex.org/W4400403973","https://openalex.org/W4401325712","https://openalex.org/W4401485877","https://openalex.org/W4408023769","https://openalex.org/W4408126639"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
