{"id":"https://openalex.org/W4389789275","doi":"https://doi.org/10.1007/s40747-023-01291-1","title":"Improved detector in orchard via top-to-down texture enhancement and adaptive region-aware feature fusion","display_name":"Improved detector in orchard via top-to-down texture enhancement and adaptive region-aware feature fusion","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4389789275","doi":"https://doi.org/10.1007/s40747-023-01291-1"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01291-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01291-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01291-1.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 & 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/s40747-023-01291-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059618326","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0002-6705-1326"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Sun","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, China","National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0002-6705-1326","affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101976156","display_name":"Yulong Tian","orcid":"https://orcid.org/0000-0003-0163-4542"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Tian","raw_affiliation_strings":["School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","School of Communications and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Communications and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071711268","display_name":"Qianzhou Wang","orcid":"https://orcid.org/0009-0005-4985-9478"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianzhou Wang","raw_affiliation_strings":["School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101923560","display_name":"Jin Lu","orcid":"https://orcid.org/0000-0002-0606-4238"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Lu","raw_affiliation_strings":["School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","School of Communications and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Communications and Information Engineering, Xi'an University of Posts and Telecommunications, Xi'an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101554603","display_name":"Xianguang Kong","orcid":"https://orcid.org/0000-0003-1766-8034"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianguang Kong","raw_affiliation_strings":["School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","School of Mechano-Electronic Engineering, Xidian University, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Mechano-Electronic Engineering, Xidian University, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028235866","display_name":"Yanning Zhang","orcid":"https://orcid.org/0000-0002-2977-8057"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanning Zhang","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","School of Computer Science and Engineering, Northwestern Polytechnical University, Xi\u2019an, China","National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi\u2019an, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, Xi'an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059618326"],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16758894,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":"2811","last_page":"2823"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.996399998664856,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6816174983978271},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6472029089927673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6330159902572632},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.6321823596954346},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5687381625175476},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.558256208896637},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5174860954284668},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.466707706451416},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4112623631954193},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37602663040161133},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08397814631462097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816174983978271},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6472029089927673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6330159902572632},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.6321823596954346},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5687381625175476},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.558256208896637},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5174860954284668},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.466707706451416},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4112623631954193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37602663040161133},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08397814631462097},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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":2,"locations":[{"id":"doi:10.1007/s40747-023-01291-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01291-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01291-1.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 & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7f619b23a812433e80a00a047336720c","is_oa":true,"landing_page_url":"https://doaj.org/article/7f619b23a812433e80a00a047336720c","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 2, Pp 2811-2823 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01291-1","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s40747-023-01291-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01291-1.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 & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.5400000214576721}],"awards":[{"id":"https://openalex.org/G1038248399","display_name":null,"funder_award_id":"62201458","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2201885885","display_name":null,"funder_award_id":"2022JQ-577","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G4589748232","display_name":null,"funder_award_id":"61901384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6509888992","display_name":null,"funder_award_id":"61231016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7819260696","display_name":null,"funder_award_id":"2022JQ","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389789275.pdf"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1967106076","https://openalex.org/W2102605133","https://openalex.org/W2467954037","https://openalex.org/W2565639579","https://openalex.org/W2759879112","https://openalex.org/W2776575223","https://openalex.org/W2794572859","https://openalex.org/W2802474463","https://openalex.org/W2953151638","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2963604034","https://openalex.org/W2981538393","https://openalex.org/W2995484963","https://openalex.org/W3007098591","https://openalex.org/W3013954566","https://openalex.org/W3015736093","https://openalex.org/W3017479741","https://openalex.org/W3085312663","https://openalex.org/W3099108553","https://openalex.org/W3122060216","https://openalex.org/W3127586593","https://openalex.org/W3130409332","https://openalex.org/W3135911091","https://openalex.org/W3180134609","https://openalex.org/W3212737115","https://openalex.org/W4205943930","https://openalex.org/W4210432428","https://openalex.org/W4220829477","https://openalex.org/W4221127909","https://openalex.org/W4250174831","https://openalex.org/W4290694974","https://openalex.org/W4307411363","https://openalex.org/W4386076325","https://openalex.org/W6600129504","https://openalex.org/W6600741150"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W2349391998","https://openalex.org/W4205655149","https://openalex.org/W2000775715","https://openalex.org/W2074467390","https://openalex.org/W2795393339","https://openalex.org/W2626393719","https://openalex.org/W4390618967","https://openalex.org/W2174745845","https://openalex.org/W2063058012"],"abstract_inverted_index":{"Abstract":[0],"Accurate":[1],"target":[2],"detection":[3,43,64,138],"in":[4,37,139],"complex":[5,22,46,140],"orchard":[6,39],"environments":[7],"is":[8],"the":[9,26,38,42,60,98,128],"basis":[10],"for":[11,58,84,137],"automatic":[12],"picking":[13],"and":[14,21,40,68,79,102,109,119],"pollination.":[15],"The":[16],"characteristics":[17],"of":[18,28,45,62],"small,":[19],"clustered":[20],"interference":[23],"greatly":[24],"increase":[25],"difficulty":[27],"detection.":[29],"Toward":[30],"this":[31],"end,":[32],"we":[33],"explore":[34],"a":[35],"detector":[36],"improve":[41],"ability":[44],"targets.":[47],"Our":[48,91],"model":[49],"includes":[50],"two":[51],"core":[52],"designs":[53],"to":[54,66,112],"make":[55],"it":[56],"suitable":[57],"reducing":[59],"risk":[61],"error":[63],"due":[65],"small":[67],"camouflaged":[69],"object":[70],"features.":[71],"Multi-scale":[72],"texture":[73],"enhancement":[74,118],"design":[75],"focuses":[76],"on":[77,122],"extracting":[78],"enhancing":[80],"more":[81],"distinguishable":[82],"features":[83],"each":[85],"level":[86],"with":[87],"multiple":[88],"parallel":[89],"branches.":[90],"adaptive":[92],"region-aware":[93],"feature":[94],"fusion":[95],"module":[96],"extracts":[97],"dependencies":[99],"between":[100],"locations":[101],"channels,":[103],"potential":[104],"cross-relations":[105],"among":[106],"different":[107],"levels":[108],"multi-types":[110],"information":[111],"build":[113],"distinctive":[114],"representations.":[115],"By":[116],"combining":[117],"fusion,":[120],"experiments":[121],"various":[123],"real-world":[124],"datasets":[125],"show":[126],"that":[127],"proposed":[129],"network":[130],"can":[131],"outperform":[132],"previous":[133],"state-of-the-art":[134],"methods,":[135],"especially":[136],"conditions.":[141]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}