{"id":"https://openalex.org/W4400768899","doi":"https://doi.org/10.3390/s24144666","title":"EcoDetect-YOLO: A Lightweight, High-Generalization Methodology for Real-Time Detection of Domestic Waste Exposure in Intricate Environmental Landscapes","display_name":"EcoDetect-YOLO: A Lightweight, High-Generalization Methodology for Real-Time Detection of Domestic Waste Exposure in Intricate Environmental Landscapes","publication_year":2024,"publication_date":"2024-07-18","ids":{"openalex":"https://openalex.org/W4400768899","doi":"https://doi.org/10.3390/s24144666","pmid":"https://pubmed.ncbi.nlm.nih.gov/39066064"},"language":"en","primary_location":{"id":"doi:10.3390/s24144666","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24144666","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/s24144666","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068694955","display_name":"Shenlin Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenlin Liu","raw_affiliation_strings":["School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039651356","display_name":"Ruihan Chen","orcid":"https://orcid.org/0009-0008-6912-4606"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruihan Chen","raw_affiliation_strings":["Artificial Intelligence Research Institute, International (Macau) Institute of Academic Research, Macau 999078, China","School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China"],"raw_orcid":"https://orcid.org/0009-0008-6912-4606","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute, International (Macau) Institute of Academic Research, Macau 999078, China","institution_ids":[]},{"raw_affiliation_string":"School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056825670","display_name":"Minhua Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minhua Ye","raw_affiliation_strings":["College of Ocean Engineering and Energy, Guangdong Ocean University, Zhanjiang 524088, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Ocean Engineering and Energy, Guangdong Ocean University, Zhanjiang 524088, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026469278","display_name":"Jiawei Luo","orcid":"https://orcid.org/0000-0003-2385-8272"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Luo","raw_affiliation_strings":["School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108817986","display_name":"Derong Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Derong Yang","raw_affiliation_strings":["School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005408562","display_name":"Ming Dai","orcid":"https://orcid.org/0000-0002-4214-8594"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Dai","raw_affiliation_strings":["School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer, Guangdong Ocean University, Zhanjiang 524008, China","institution_ids":["https://openalex.org/I79223203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005408562"],"corresponding_institution_ids":["https://openalex.org/I79223203"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.1276,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95610955,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"14","first_page":"4666","last_page":"4666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9966999888420105,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9966999888420105,"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":0.9761000275611877,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9480000138282776,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/garbage","display_name":"Garbage","score":0.8471605777740479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6255433559417725},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45563027262687683},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.45382463932037354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.441798597574234},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4376296401023865},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43097275495529175},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.3434215188026428}],"concepts":[{"id":"https://openalex.org/C75403996","wikidata":"https://www.wikidata.org/wiki/Q5521979","display_name":"Garbage","level":2,"score":0.8471605777740479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6255433559417725},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45563027262687683},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.45382463932037354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.441798597574234},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4376296401023865},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43097275495529175},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.3434215188026428},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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":4,"locations":[{"id":"doi:10.3390/s24144666","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24144666","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39066064","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39066064","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11280945","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11280945","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:977f57ef86fb4b0d9eba1e0af1b14aa9","is_oa":true,"landing_page_url":"https://doaj.org/article/977f57ef86fb4b0d9eba1e0af1b14aa9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 14, p 4666 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24144666","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24144666","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G1688133662","display_name":null,"funder_award_id":"202410566027","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G2532576509","display_name":null,"funder_award_id":"202410566027","funder_id":"https://openalex.org/F4320329021","funder_display_name":"Guangdong Ocean University"},{"id":"https://openalex.org/G2602070770","display_name":null,"funder_award_id":"CXTD2023014","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3558809147","display_name":null,"funder_award_id":"060302102101","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G3606095045","display_name":null,"funder_award_id":"060302102101","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G4756367177","display_name":null,"funder_award_id":"CXTD2023014","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G498969517","display_name":null,"funder_award_id":"060302102101","funder_id":"https://openalex.org/F4320329021","funder_display_name":"Guangdong Ocean University"},{"id":"https://openalex.org/G5232734019","display_name":null,"funder_award_id":"2023A1515011326","funder_id":"https://openalex.org/F4320329021","funder_display_name":"Guangdong Ocean University"},{"id":"https://openalex.org/G6723672831","display_name":null,"funder_award_id":"pdjh2023b0247","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G715064410","display_name":null,"funder_award_id":"pdjh2023b0247","funder_id":"https://openalex.org/F4320329021","funder_display_name":"Guangdong Ocean University"},{"id":"https://openalex.org/G7175394567","display_name":null,"funder_award_id":"CXTD2023014","funder_id":"https://openalex.org/F4320329021","funder_display_name":"Guangdong Ocean University"},{"id":"https://openalex.org/G7250373311","display_name":null,"funder_award_id":"202410566027","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G732953977","display_name":null,"funder_award_id":"2023A1515011326","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7504286411","display_name":null,"funder_award_id":"2023A1515011326","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G7927043984","display_name":null,"funder_award_id":"pdjh2023b0247","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7957738238","display_name":null,"funder_award_id":"202410566027","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G7978880711","display_name":null,"funder_award_id":"CXTD2023014","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G8403397598","display_name":null,"funder_award_id":"2023A1515011326","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G920317864","display_name":null,"funder_award_id":"060302102101","funder_id":"https://openalex.org/F4320336008","funder_display_name":"National College Students Innovation and Entrepreneurship Training Program"},{"id":"https://openalex.org/G922784496","display_name":null,"funder_award_id":"pdjh2023b0247","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"}],"funders":[{"id":"https://openalex.org/F4320324202","display_name":"Guangdong Science and Technology Department","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320329021","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640"},{"id":"https://openalex.org/F4320336008","display_name":"National College Students Innovation and Entrepreneurship Training Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W136504859","https://openalex.org/W1536680647","https://openalex.org/W1836465849","https://openalex.org/W2012592962","https://openalex.org/W2151103935","https://openalex.org/W2515357728","https://openalex.org/W2564755587","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2613718673","https://openalex.org/W2884585870","https://openalex.org/W2890522215","https://openalex.org/W2914346320","https://openalex.org/W2914771301","https://openalex.org/W2951928860","https://openalex.org/W2962834855","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2963857746","https://openalex.org/W2999090329","https://openalex.org/W3022493227","https://openalex.org/W3034971973","https://openalex.org/W3042790166","https://openalex.org/W3082409168","https://openalex.org/W3093452197","https://openalex.org/W3122173535","https://openalex.org/W3125247325","https://openalex.org/W3154758624","https://openalex.org/W3155129168","https://openalex.org/W3166222966","https://openalex.org/W3177701832","https://openalex.org/W3200126418","https://openalex.org/W4213433053","https://openalex.org/W4223476417","https://openalex.org/W4280497945","https://openalex.org/W4285091036","https://openalex.org/W4285208582","https://openalex.org/W4288066761","https://openalex.org/W4291141304","https://openalex.org/W4296280868","https://openalex.org/W4318763323","https://openalex.org/W4319791683","https://openalex.org/W4327652243","https://openalex.org/W4368365607","https://openalex.org/W4372294561","https://openalex.org/W4379052833","https://openalex.org/W4380985972","https://openalex.org/W4385741587","https://openalex.org/W4386168029","https://openalex.org/W4387422837","https://openalex.org/W4387469958","https://openalex.org/W4387494972","https://openalex.org/W4387693427","https://openalex.org/W4388913925","https://openalex.org/W4390738566","https://openalex.org/W4390743321","https://openalex.org/W4391217683","https://openalex.org/W6683411478","https://openalex.org/W6839197619"],"related_works":["https://openalex.org/W2612848883","https://openalex.org/W3088744871","https://openalex.org/W4382053766","https://openalex.org/W3035541749","https://openalex.org/W2351860712","https://openalex.org/W4366783061","https://openalex.org/W2354724362","https://openalex.org/W4362509302","https://openalex.org/W4322770937","https://openalex.org/W4313445184"],"abstract_inverted_index":{"In":[0,190],"response":[1],"to":[2,73,109,123,145],"the":[3,28,53,57,63,67,75,92,111,146,175,180],"challenges":[4],"of":[5,10,56,66,77,136,164,170,177,217],"accurate":[6],"identification":[7],"and":[8,62,126,141,167,202,215,226],"localization":[9],"garbage":[11,22,79,98,219],"in":[12,40,95,155,174,195],"intricate":[13,33],"urban":[14,124,218,223],"street":[15],"environments,":[16],"this":[17,41,196],"paper":[18,140],"proposes":[19],"EcoDetect-YOLO,":[20,192],"a":[21,44,86,101,152,160,183],"exposure":[23,36],"detection":[24,37,89,130,214],"algorithm":[25],"based":[26],"on":[27,209],"YOLOv5s":[29,148],"framework,":[30],"utilizing":[31],"an":[32,168],"environment":[34],"waste":[35],"dataset":[38],"constructed":[39],"study.":[42],"Initially,":[43],"convolutional":[45],"block":[46],"attention":[47],"module":[48],"(CBAM)":[49],"is":[50,107],"integrated":[51],"between":[52],"second":[54],"level":[55,65],"feature":[58,68,103,116],"pyramid":[59,69,104],"etwork":[60],"(P2)":[61],"third":[64],"network":[70,105],"(P3)":[71],"layers":[72],"optimize":[74],"extraction":[76],"relevant":[78],"features":[80],"while":[81],"mitigating":[82],"background":[83],"noise.":[84],"Subsequently,":[85],"P2":[87],"small-target":[88,129],"head":[90],"enhances":[91],"model\u2019s":[93,112],"efficacy":[94],"identifying":[96],"small":[97],"targets.":[99],"Lastly,":[100],"bidirectional":[102],"(BiFPN)":[106],"introduced":[108],"strengthen":[110],"capability":[113],"for":[114,207,212],"deep":[115],"fusion.":[117],"Experimental":[118],"results":[119],"demonstrate":[120],"EcoDetect-YOLO\u2019s":[121],"adaptability":[122],"environments":[125],"its":[127,188],"superior":[128],"capabilities,":[131],"effectively":[132],"recognizing":[133],"nine":[134],"types":[135],"garbage,":[137],"such":[138],"as":[139,193],"plastic":[142],"trash.":[143],"Compared":[144],"baseline":[147],"model,":[149],"EcoDetect-YOLO":[150],"achieved":[151],"4.7%":[153],"increase":[154],"mAP0.5,":[156],"reaching":[157],"58.1%,":[158],"with":[159],"compact":[161],"model":[162,181],"size":[163],"15.7":[165],"MB":[166],"FPS":[169],"39.36.":[171],"Notably,":[172],"even":[173],"presence":[176],"strong":[178],"noise,":[179],"maintained":[182],"mAP0.5":[184],"exceeding":[185],"50%,":[186],"underscoring":[187],"robustness.":[189],"summary,":[191],"proposed":[194],"paper,":[197],"boasts":[198],"high":[199],"precision,":[200],"efficiency,":[201],"compactness,":[203],"rendering":[204],"it":[205],"suitable":[206],"deployment":[208],"mobile":[210],"devices":[211],"real-time":[213],"management":[216],"exposure,":[220],"thereby":[221],"advancing":[222],"automation":[224],"governance":[225],"digital":[227],"economic":[228],"development.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}