{"id":"https://openalex.org/W3179322129","doi":"https://doi.org/10.3390/rs13142706","title":"Recognizing Zucchinis Intercropped with Sunflowers in UAV Visible Images Using an Improved Method Based on OCRNet","display_name":"Recognizing Zucchinis Intercropped with Sunflowers in UAV Visible Images Using an Improved Method Based on OCRNet","publication_year":2021,"publication_date":"2021-07-09","ids":{"openalex":"https://openalex.org/W3179322129","doi":"https://doi.org/10.3390/rs13142706","mag":"3179322129"},"language":"en","primary_location":{"id":"doi:10.3390/rs13142706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13142706","pdf_url":"https://www.mdpi.com/2072-4292/13/14/2706/pdf?version=1625824945","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/14/2706/pdf?version=1625824945","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069964822","display_name":"Shenjin Huang","orcid":"https://orcid.org/0000-0001-6461-6259"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenjin Huang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I4210132539","https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021554981","display_name":"Wenting Han","orcid":"https://orcid.org/0000-0002-3617-9191"},"institutions":[{"id":"https://openalex.org/I4210103541","display_name":"Institute of Soil and Water Conservation","ror":"https://ror.org/013wv8d67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210103541","https://openalex.org/I4210155611"]},{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenting Han","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","Institute of Soil and Water Conservation, Northwest A&F University, Xianyang 712100, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I4210132539","https://openalex.org/I89652312"]},{"raw_affiliation_string":"Institute of Soil and Water Conservation, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I89652312","https://openalex.org/I4210103541"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100627248","display_name":"Haipeng Chen","orcid":"https://orcid.org/0000-0002-9410-4120"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Chen","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I4210132539","https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406294","display_name":"Guang Li","orcid":"https://orcid.org/0000-0002-0840-4769"},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Li","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I4210132539","https://openalex.org/I89652312"]},{"raw_affiliation_string":"Key Laboratory of Agricultural Internet of Things, Ministry of Agriculture, Xianyang 712100, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022377742","display_name":"Jiandong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132539","display_name":"Northwest Institute of Mechanical and Electrical Engineering","ror":"https://ror.org/03pz37k82","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210132539"]},{"id":"https://openalex.org/I89652312","display_name":"Northwest A&F University","ror":"https://ror.org/0051rme32","country_code":"CN","type":"education","lineage":["https://openalex.org/I89652312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiandong Tang","raw_affiliation_strings":["College of Water Resources and Architectural Engineering, Northwest A&F University, Xianyang 712100, China"],"affiliations":[{"raw_affiliation_string":"College of Water Resources and Architectural Engineering, Northwest A&F University, Xianyang 712100, China","institution_ids":["https://openalex.org/I4210132539","https://openalex.org/I89652312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5021554981"],"corresponding_institution_ids":["https://openalex.org/I4210103541","https://openalex.org/I4210132539","https://openalex.org/I89652312"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.1591,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.92329158,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"13","issue":"14","first_page":"2706","last_page":"2706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9883000254631042,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9883000254631042,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7502861022949219},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7285682559013367},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6417293548583984},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.6112586855888367},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5495973825454712},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5476058125495911},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.48951494693756104},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4455733597278595},{"id":"https://openalex.org/keywords/intercropping","display_name":"Intercropping","score":0.4127078950405121},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24741023778915405},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09587064385414124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7502861022949219},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7285682559013367},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6417293548583984},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.6112586855888367},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5495973825454712},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5476058125495911},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.48951494693756104},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4455733597278595},{"id":"https://openalex.org/C2781208722","wikidata":"https://www.wikidata.org/wiki/Q853859","display_name":"Intercropping","level":2,"score":0.4127078950405121},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24741023778915405},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09587064385414124},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13142706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13142706","pdf_url":"https://www.mdpi.com/2072-4292/13/14/2706/pdf?version=1625824945","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a4eb0ec5523f4c11bad652276ba9b7f7","is_oa":true,"landing_page_url":"https://doaj.org/article/a4eb0ec5523f4c11bad652276ba9b7f7","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 14, p 2706 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/14/2706/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13142706","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 13; Issue 14; Pages: 2706","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13142706","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13142706","pdf_url":"https://www.mdpi.com/2072-4292/13/14/2706/pdf?version=1625824945","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"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":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1474490597","display_name":null,"funder_award_id":"111 Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2305496856","display_name":null,"funder_award_id":"B12007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4196444","display_name":null,"funder_award_id":"B12007","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4616638753","display_name":null,"funder_award_id":"2017YFC0403203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4911161889","display_name":null,"funder_award_id":"51979233","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8521791156","display_name":null,"funder_award_id":"No. B12007","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3179322129.pdf","grobid_xml":"https://content.openalex.org/works/W3179322129.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1498671329","https://openalex.org/W1637794350","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2055186043","https://openalex.org/W2194775991","https://openalex.org/W2560023338","https://openalex.org/W2585726615","https://openalex.org/W2752782242","https://openalex.org/W2795587607","https://openalex.org/W2802786403","https://openalex.org/W2904027073","https://openalex.org/W2904960146","https://openalex.org/W2916798096","https://openalex.org/W2922028018","https://openalex.org/W2936703070","https://openalex.org/W2941956444","https://openalex.org/W2954212711","https://openalex.org/W2963091558","https://openalex.org/W2963881378","https://openalex.org/W2964309882","https://openalex.org/W2970433707","https://openalex.org/W2979824366","https://openalex.org/W2983192130","https://openalex.org/W2993652606","https://openalex.org/W2995489137","https://openalex.org/W2999178925","https://openalex.org/W3000652771","https://openalex.org/W3004825157","https://openalex.org/W3005621308","https://openalex.org/W3011990881","https://openalex.org/W3021074965","https://openalex.org/W3027319404","https://openalex.org/W3033496625","https://openalex.org/W3086734145","https://openalex.org/W3088154325","https://openalex.org/W3091095374","https://openalex.org/W3093252734","https://openalex.org/W3093999295","https://openalex.org/W3107634219","https://openalex.org/W3110908156","https://openalex.org/W3117812033","https://openalex.org/W3129918528","https://openalex.org/W3130862222","https://openalex.org/W3132768802","https://openalex.org/W3134208490","https://openalex.org/W3134908771","https://openalex.org/W3173178803","https://openalex.org/W3176945377","https://openalex.org/W3207980613","https://openalex.org/W4382897005","https://openalex.org/W6783321256","https://openalex.org/W6989887008"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W3108503355","https://openalex.org/W2980176872","https://openalex.org/W4226420367","https://openalex.org/W2962876041","https://openalex.org/W3090555870","https://openalex.org/W3095506574","https://openalex.org/W3190449293","https://openalex.org/W4386159726"],"abstract_inverted_index":{"An":[0],"improved":[1],"semantic":[2,124,150],"segmentation":[3,110,125,151],"method":[4,38,120,146,161,177],"based":[5,49,187],"on":[6,40,50,188],"object":[7,52,100,114],"contextual":[8],"representations":[9],"network":[10],"(OCRNet)":[11],"is":[12],"proposed":[13,37,119,145,176],"to":[14,72,94,136],"accurately":[15],"identify":[16],"zucchinis":[17],"intercropped":[18],"with":[19,78,121],"sunflowers":[20],"from":[21],"unmanned":[22],"aerial":[23],"vehicle":[24],"(UAV)":[25],"visible":[26,190],"images":[27],"taken":[28],"over":[29],"Hetao":[30],"Irrigation":[31],"District,":[32],"Inner":[33],"Mongolia,":[34],"China.":[35],"The":[36,140,175],"improves":[39],"the":[41,51,58,64,83,96,99,104,108,113,118,144,148,154],"performance":[42],"of":[43,57,85,98],"OCRNet":[44,105],"in":[45,70,103,132,153,164,198],"two":[46,133,155],"respects.":[47],"First,":[48],"region":[53,101],"context":[54],"extraction":[55],"structure":[56],"OCRNet,":[59],"a":[60],"branch":[61],"that":[62,143],"uses":[63],"channel":[65,75,87],"attention":[66],"module":[67],"was":[68,92],"added":[69],"parallel":[71],"rationally":[73],"use":[74],"feature":[76],"maps":[77],"different":[79],"weights":[80],"and":[81,106,130,171,184,192,203],"reduce":[82],"noise":[84],"invalid":[86],"features.":[88],"Secondly,":[89],"Lov\u00e1sz-Softmax":[90],"loss":[91],"introduced":[93],"improve":[95],"accuracy":[97],"representation":[102],"optimize":[107],"final":[109],"result":[111],"at":[112],"level.":[115],"We":[116],"compared":[117],"extant":[122],"advanced":[123],"methods":[126],"(PSPNet,":[127],"DeepLabV3+,":[128],"DNLNet,":[129],"OCRNet)":[131],"test":[134,137,156],"areas":[135],"its":[138],"effectiveness.":[139],"results":[141],"showed":[142],"achieved":[147],"best":[149],"effect":[152],"areas.":[157],"More":[158],"specifically,":[159],"our":[160],"performed":[162],"better":[163],"processing":[165],"image":[166],"details,":[167],"segmenting":[168],"field":[169],"edges,":[170],"identifying":[172],"intercropping":[173,185,204],"fields.":[174],"has":[178],"significant":[179],"advantages":[180,194],"for":[181],"crop":[182],"classification":[183],"recognition":[186],"UAV":[189],"images,":[191],"these":[193],"are":[195],"more":[196],"substantive":[197],"object-level":[199],"evaluation":[200],"metrics":[201],"(mIoU":[202],"IoU).":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2021-07-19T00:00:00"}