{"id":"https://openalex.org/W4392371018","doi":"https://doi.org/10.1007/s40747-024-01393-4","title":"A lightweight contour detection network inspired by biology","display_name":"A lightweight contour detection network inspired by biology","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392371018","doi":"https://doi.org/10.1007/s40747-024-01393-4"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01393-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01393-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101722154","display_name":"Chuan Lin","orcid":"https://orcid.org/0000-0003-1779-1753"},"institutions":[{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]},{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chuan Lin","raw_affiliation_strings":["Guangxi Key Laboratory of Automobile Components and Vehicletechnology, Guangxi University of Science and Technology, Liuzhou, 545006, China","Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Automobile Components and Vehicletechnology, Guangxi University of Science and Technology, Liuzhou, 545006, China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","institution_ids":["https://openalex.org/I4210161599"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103107111","display_name":"Zhenguang Zhang","orcid":"https://orcid.org/0009-0005-5013-0107"},"institutions":[{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]},{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenguang Zhang","raw_affiliation_strings":["Guangxi Key Laboratory of Automobile Components and Vehicletechnology, Guangxi University of Science and Technology, Liuzhou, 545006, China","Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Automobile Components and Vehicletechnology, Guangxi University of Science and Technology, Liuzhou, 545006, China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","institution_ids":["https://openalex.org/I4210161599"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114132050","display_name":"Jiansheng Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]},{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiansheng Peng","raw_affiliation_strings":["Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","institution_ids":["https://openalex.org/I4210161599"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084622854","display_name":"Fuzhang Li","orcid":"https://orcid.org/0000-0003-1069-1573"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuzhang Li","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076751922","display_name":"Yongcai Pan","orcid":"https://orcid.org/0000-0003-0236-0280"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongcai Pan","raw_affiliation_strings":["School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100326579","display_name":"Yuwei Zhang","orcid":"https://orcid.org/0000-0002-4616-1067"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]},{"id":"https://openalex.org/I4210161599","display_name":"Hechi University","ror":"https://ror.org/05pjkyk24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210161599"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuwei Zhang","raw_affiliation_strings":["Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of AI and Information Processing (Hechi University), Education Department of Guangxi Zhuang Autonomous Region, Hechi University, Yizhou, China","institution_ids":["https://openalex.org/I4210161599"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People\u2019s Republic of China","institution_ids":["https://openalex.org/I18570673"]},{"raw_affiliation_string":"School of Automation, Guangxi University of Science and Technology, Liuzhou, 545006, People's Republic of China","institution_ids":["https://openalex.org/I18570673"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5076751922","https://openalex.org/A5084622854","https://openalex.org/A5100326579","https://openalex.org/A5101722154","https://openalex.org/A5103107111","https://openalex.org/A5114132050"],"corresponding_institution_ids":["https://openalex.org/I18570673","https://openalex.org/I4210161599"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":2.1668,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.8811799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"4275","last_page":"4291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9943000078201294,"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":0.9943000078201294,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9904000163078308,"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/computer-science","display_name":"Computer science","score":0.7737199664115906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7184350490570068},{"id":"https://openalex.org/keywords/bionics","display_name":"Bionics","score":0.632187008857727},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5807849168777466},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5625107288360596},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48009803891181946},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.47428232431411743},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4303179979324341},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.42866194248199463},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42535486817359924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41720470786094666},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3605598509311676},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.23912805318832397}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7737199664115906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7184350490570068},{"id":"https://openalex.org/C91316289","wikidata":"https://www.wikidata.org/wiki/Q189131","display_name":"Bionics","level":2,"score":0.632187008857727},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5807849168777466},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5625107288360596},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48009803891181946},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.47428232431411743},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4303179979324341},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.42866194248199463},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42535486817359924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41720470786094666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3605598509311676},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.23912805318832397},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-024-01393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01393-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6f0f41ebdee649a08608ef95cfd0495b","is_oa":true,"landing_page_url":"https://doaj.org/article/6f0f41ebdee649a08608ef95cfd0495b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 3, Pp 4275-4291 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01393-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01393-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01393-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1054376735","display_name":null,"funder_award_id":"2015GXNSFAA139293","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G3490311284","display_name":null,"funder_award_id":"62266006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3562065328","display_name":null,"funder_award_id":"2020GXNSFDA297006","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G6583697652","display_name":null,"funder_award_id":"61866002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7645412800","display_name":null,"funder_award_id":"62063006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8061749506","display_name":null,"funder_award_id":"2018GXNSFAA138122","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null},{"id":"https://openalex.org/F4320327297","display_name":"Education Department of Guangxi Zhuang Autonomous Region","ror":"https://ror.org/00kx48s25"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392371018.pdf"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W274985342","https://openalex.org/W574625092","https://openalex.org/W845365781","https://openalex.org/W1565402342","https://openalex.org/W1912382666","https://openalex.org/W1929880813","https://openalex.org/W1930528368","https://openalex.org/W1971995096","https://openalex.org/W1976047850","https://openalex.org/W1976526581","https://openalex.org/W1987922189","https://openalex.org/W1988878611","https://openalex.org/W1991367009","https://openalex.org/W2012960460","https://openalex.org/W2028489556","https://openalex.org/W2039007672","https://openalex.org/W2067191022","https://openalex.org/W2067912884","https://openalex.org/W2085487061","https://openalex.org/W2101926813","https://openalex.org/W2108598243","https://openalex.org/W2109854212","https://openalex.org/W2110158442","https://openalex.org/W2116360511","https://openalex.org/W2119823327","https://openalex.org/W2125215748","https://openalex.org/W2141700222","https://openalex.org/W2145023731","https://openalex.org/W2151049637","https://openalex.org/W2161567010","https://openalex.org/W2266390837","https://openalex.org/W2408405228","https://openalex.org/W2739950253","https://openalex.org/W2740400853","https://openalex.org/W2883254424","https://openalex.org/W2886934227","https://openalex.org/W2908685061","https://openalex.org/W2953881420","https://openalex.org/W2974071965","https://openalex.org/W3027330060","https://openalex.org/W3037327307","https://openalex.org/W3087014649","https://openalex.org/W3090853421","https://openalex.org/W3093425017","https://openalex.org/W3109623941","https://openalex.org/W3166603227","https://openalex.org/W4205099817","https://openalex.org/W4214774769","https://openalex.org/W4220978806","https://openalex.org/W4241071816","https://openalex.org/W4294168482","https://openalex.org/W4298133217","https://openalex.org/W4312710812","https://openalex.org/W4385076281","https://openalex.org/W4385668746","https://openalex.org/W6602254124"],"related_works":["https://openalex.org/W2067599149","https://openalex.org/W2361612543","https://openalex.org/W2348408789","https://openalex.org/W2359086065","https://openalex.org/W2382708955","https://openalex.org/W1985413557","https://openalex.org/W2384354767","https://openalex.org/W2377099152","https://openalex.org/W2350835789","https://openalex.org/W2381395872"],"abstract_inverted_index":{"Abstract":[0],"In":[1,32,104,179],"recent":[2],"years,":[3],"the":[4,10,63,98,102,121,126,129,135,138,153,158,165,214],"field":[5],"of":[6,12,50,60,66,83,101,128,137,145,201,216],"bionics":[7],"has":[8],"attracted":[9],"attention":[11],"numerous":[13],"scholars.":[14],"Some":[15],"models":[16],"combined":[17],"with":[18,53,169,192],"biological":[19,217],"vision":[20,27,218],"have":[21],"achieved":[22],"excellent":[23],"performance":[24,100,136,167],"in":[25,93,120,161,205],"computer":[26],"and":[28,71,80,90,95,117,149,152,172,191,195,219],"image":[29],"processing":[30,48,79],"tasks.":[31],"this":[33,162,206],"paper,":[34],"we":[35,106],"propose":[36],"a":[37,108,142,210],"new":[38,211],"bio-inspired":[39],"lightweight":[40],"contour":[41,176,186],"detection":[42,177,187],"network":[43,59,123],"(BLCDNet)":[44],"by":[45],"combining":[46,113],"parallel":[47,64,78],"mechanisms":[49],"bio-visual":[51],"information":[52],"convolutional":[54,220],"neural":[55,221],"networks.":[56,222],"The":[57,203],"backbone":[58,130],"BLCDNet":[61,159,181],"simulates":[62],"pathways":[65],"ganglion":[67],"cell\u2013lateral":[68],"geniculate":[69],"nucleus":[70],"primary":[72],"visual":[73],"cortex":[74],"(V1)":[75],"area,":[76],"realizing":[77],"step-by-step":[81],"extraction":[82,111],"input":[84],"information,":[85],"effectively":[86],"extracting":[87],"local":[88],"features":[89,92],"detailed":[91],"images,":[94],"thus":[96],"improving":[97],"overall":[99],"model.":[103,139],"addition,":[105,180],"design":[107],"depth":[109,114],"feature":[110],"module":[112],"separable":[115],"convolution":[116],"residual":[118],"connection":[119],"decoding":[122],"to":[124],"integrate":[125],"output":[127],"network,":[131],"which":[132],"further":[133],"improves":[134],"We":[140],"conducted":[141],"large":[143],"number":[144],"experiments":[146],"on":[147],"BSDS500":[148],"NYUD":[150],"datasets,":[151],"experimental":[154],"results":[155],"show":[156],"that":[157],"proposed":[160],"paper":[163,207],"achieves":[164],"best":[166],"compared":[168],"traditional":[170],"methods":[171,188],"previous":[173],"biologically":[174],"inspired":[175],"methods.":[178],"still":[182],"outperforms":[183],"some":[184],"VGG-based":[185],"without":[189],"pre-training":[190],"fewer":[193],"parameters,":[194],"it":[196],"is":[197],"competitive":[198],"among":[199],"all":[200],"them.":[202],"research":[204],"also":[208],"provides":[209],"idea":[212],"for":[213],"combination":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
