{"id":"https://openalex.org/W4401685397","doi":"https://doi.org/10.3390/plants13162300","title":"A Precise Segmentation Algorithm of Pumpkin Seedling Point Cloud Stem Based on CPHNet","display_name":"A Precise Segmentation Algorithm of Pumpkin Seedling Point Cloud Stem Based on CPHNet","publication_year":2024,"publication_date":"2024-08-18","ids":{"openalex":"https://openalex.org/W4401685397","doi":"https://doi.org/10.3390/plants13162300","pmid":"https://pubmed.ncbi.nlm.nih.gov/39204736","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11359360"},"language":"en","primary_location":{"id":"doi:10.3390/plants13162300","doi":"https://doi.org/10.3390/plants13162300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/plants13162300","pdf_url":null,"source":{"id":"https://openalex.org/S4210230202","display_name":"Plants","issn_l":"2223-7747","issn":["2223-7747"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Plants","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/plants13162300","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100448672","display_name":"Rui Li","orcid":"https://orcid.org/0009-0006-2643-1433","observed_orcids":["https://orcid.org/0009-0006-2643-1433"]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["Central South University of Forestry and Technology","Central South University of Forestry and Technology, China","College of Computer & Mathematics, Central South University of Forestry and Technology, Changsha 410004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University of Forestry and Technology","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"Central South University of Forestry and Technology, China","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"College of Computer & Mathematics, Central South University of Forestry and Technology, Changsha 410004, China","institution_ids":["https://openalex.org/I119273862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100358014","display_name":"Junhong Zhao","orcid":"https://orcid.org/0000-0002-5177-6664","observed_orcids":["https://orcid.org/0000-0002-5177-6664"]},"institutions":[{"id":"https://openalex.org/I4210099004","display_name":"Guangdong Academy of Agricultural Sciences","ror":"https://ror.org/01rkwtz72","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210099004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhong Zhao","raw_affiliation_strings":["Independent  - affiliation not provided to SSRN","Institute of Facility Agriculture, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Independent  - affiliation not provided to SSRN","institution_ids":[]},{"raw_affiliation_string":"Institute of Facility Agriculture, Guangdong Academy of Agricultural Sciences, Guangzhou 510640, China","institution_ids":["https://openalex.org/I4210099004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160688587","display_name":"Yaowen Hu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaowen Hu","raw_affiliation_strings":["National University of Defense Technology","National University of Defense Technology, Changsha Hunan, 410073, China","College of Computer & Mathematics, Central South University of Forestry and Technology, Changsha 410004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Computer & Mathematics, Central South University of Forestry and Technology, Changsha 410004, China","institution_ids":["https://openalex.org/I119273862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113339710","display_name":"Qiaomei Deng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaomei Deng","raw_affiliation_strings":["Central South University of Forestry and Technology","Central South University of Forestry and Technology, China","College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University of Forestry and Technology","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"Central South University of Forestry and Technology, China","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I119273862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5160724189","display_name":"Guoxiong Zhou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoxiong Zhou","raw_affiliation_strings":["Central South University of Forestry and Technology","Central South University of Forestry and Technology, China","College of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University of Forestry and Technology","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"Central South University of Forestry and Technology, China","institution_ids":["https://openalex.org/I119273862"]},{"raw_affiliation_string":"College of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007770497","display_name":"Renxiang Guan","orcid":"https://orcid.org/0000-0002-7201-9208","observed_orcids":["https://orcid.org/0000-0002-7201-9208"]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renxiang Guan","raw_affiliation_strings":["National University of Defense Technology","National University of Defense Technology, Changsha Hunan, 410073, China","College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Defense Technology","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"National University of Defense Technology, Changsha Hunan, 410073, China","institution_ids":["https://openalex.org/I170215575"]},{"raw_affiliation_string":"College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I119273862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5160176092","display_name":"Liujun Li","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I119273862","display_name":"Central South University of Forestry and Technology","ror":"https://ror.org/02czw2k81","country_code":"CN","type":"education","lineage":["https://openalex.org/I119273862"]},{"id":"https://openalex.org/I155093810","display_name":"University of Idaho","ror":"https://ror.org/03hbp5t65","country_code":"US","type":"education","lineage":["https://openalex.org/I155093810"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Liujun Li","raw_affiliation_strings":["University of Idaho","University of Idaho, 875 Perimeter Drive, Moscow, ID 83844, United States","College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Idaho","institution_ids":["https://openalex.org/I155093810"]},{"raw_affiliation_string":"University of Idaho, 875 Perimeter Drive, Moscow, ID 83844, United States","institution_ids":["https://openalex.org/I155093810"]},{"raw_affiliation_string":"College of Electronic Information & Physics, Central South University of Forestry and Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I119273862"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5160724189"],"corresponding_institution_ids":["https://openalex.org/I119273862","https://openalex.org/I170215575"],"apc_list":{"value":2700,"currency":"CHF","value_usd":3069},"apc_paid":{"value":2700,"currency":"CHF","value_usd":3069},"fwci":1.6899,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8301324,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"13","issue":"16","first_page":"2300","last_page":"2300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9423999786376953,"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"}},"topics":[{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9423999786376953,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.04569999873638153,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.0071000000461936,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/point-cloud-segmentation","display_name":"point cloud segmentation","score":0.8899999856948853},{"id":"https://openalex.org/keywords/stem-segmentation","display_name":"stem segmentation","score":0.875},{"id":"https://openalex.org/keywords/background-suppression","display_name":"background suppression","score":0.5690000057220459},{"id":"https://openalex.org/keywords/potting-soil","display_name":"potting soil","score":0.5809999704360962},{"id":"https://openalex.org/keywords/plant-growth-monitoring","display_name":"plant growth monitoring","score":0.593999981880188},{"id":"https://openalex.org/keywords/point-cloud-dataset","display_name":"point cloud dataset","score":0.6320000290870667}],"concepts":[{"id":"https://openalex.org/C2776096895","wikidata":"https://www.wikidata.org/wiki/Q1385709","display_name":"Seedling","level":2,"score":0.8459872007369995},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5870010256767273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4718340039253235},{"id":"https://openalex.org/C27406016","wikidata":"https://www.wikidata.org/wiki/Q17216","display_name":"Rootstock","level":2,"score":0.4584265947341919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4118180274963379},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40039077401161194},{"id":"https://openalex.org/C144027150","wikidata":"https://www.wikidata.org/wiki/Q48803","display_name":"Horticulture","level":1,"score":0.33236268162727356},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.32009321451187134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26081985235214233}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/plants13162300","doi":"https://doi.org/10.3390/plants13162300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/plants13162300","pdf_url":null,"source":{"id":"https://openalex.org/S4210230202","display_name":"Plants","issn_l":"2223-7747","issn":["2223-7747"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Plants","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4744738","doi":"https://doi.org/10.2139/ssrn.4744738","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4744738","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:pubmedcentral.nih.gov:11359360","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11359360","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Plants (Basel)","raw_type":"Text"},{"id":"pmid:39204736","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39204736","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,"listed_in":[],"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":"Plants (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:a9cb16f78b494a008209951062927e40","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/a9cb16f78b494a008209951062927e40","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,"listed_in":[],"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":"Plants, Vol 13, Iss 16, p 2300 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/plants13162300","doi":"https://doi.org/10.3390/plants13162300","is_oa":true,"landing_page_url":"https://doi.org/10.3390/plants13162300","pdf_url":null,"source":{"id":"https://openalex.org/S4210230202","display_name":"Plants","issn_l":"2223-7747","issn":["2223-7747"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-70","russia-white-list-1","vabb-shw"],"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":"Plants","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.5666999816894531}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329840","display_name":"Guangdong Academy of Agricultural Sciences","ror":"https://ror.org/01rkwtz72"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1990562571","https://openalex.org/W2084925037","https://openalex.org/W2400532028","https://openalex.org/W2460657278","https://openalex.org/W2508457857","https://openalex.org/W2624503621","https://openalex.org/W2626778328","https://openalex.org/W2752782242","https://openalex.org/W2771305881","https://openalex.org/W2813834476","https://openalex.org/W2884436604","https://openalex.org/W2906788812","https://openalex.org/W2921406441","https://openalex.org/W2950642167","https://openalex.org/W2965803762","https://openalex.org/W2970581573","https://openalex.org/W2981199548","https://openalex.org/W3080594017","https://openalex.org/W3111535274","https://openalex.org/W3175924964","https://openalex.org/W3196913534","https://openalex.org/W3205586691","https://openalex.org/W3210586215","https://openalex.org/W4211114096","https://openalex.org/W4211238027","https://openalex.org/W4220719423","https://openalex.org/W4223646432","https://openalex.org/W4229450580","https://openalex.org/W4253869242","https://openalex.org/W4281395967","https://openalex.org/W4281732104","https://openalex.org/W4286560824","https://openalex.org/W4290717061","https://openalex.org/W4309441557","https://openalex.org/W4313529952","https://openalex.org/W4361218351","https://openalex.org/W4362468524","https://openalex.org/W4366988795","https://openalex.org/W4367400002","https://openalex.org/W4377079862","https://openalex.org/W4385538631","https://openalex.org/W4385692867","https://openalex.org/W4385718569","https://openalex.org/W4386025818","https://openalex.org/W4386075796","https://openalex.org/W4386076285","https://openalex.org/W4386578660","https://openalex.org/W4387674460","https://openalex.org/W4389097319","https://openalex.org/W6846166657","https://openalex.org/W7133236665"],"related_works":["https://openalex.org/W4407064675","https://openalex.org/W7222664641","https://openalex.org/W4311107696","https://openalex.org/W4408619800","https://openalex.org/W4394589612","https://openalex.org/W7220459999","https://openalex.org/W7204013620","https://openalex.org/W4313411609","https://openalex.org/W7213552176","https://openalex.org/W4409992867"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,112,124,240],"of":[2,5,15,27,58,61,68,83,99,113,171,183,198,254],"the":[3,13,25,41,56,78,84,91,97,100,110,164,196,233,251,255],"stem":[4,66,82,101,200,252],"pumpkin":[6,16,28,35,62,69,85,114,127,172,256],"seedlings":[7,70],"has":[8],"a":[9,34,138,156,179,209],"great":[10],"influence":[11],"on":[12,133,232],"modernization":[14],"cultivation,":[17],"and":[18,32,46,94,96,187,228,247],"can":[19],"provide":[20],"detailed":[21],"data":[22,52,176],"support":[23],"for":[24,40,126,249],"growth":[26],"plants.":[29],"We":[30],"collected":[31],"constructed":[33],"seedling":[36,63,86,115,128,173,257],"point":[37,50,116,129,174,258],"cloud":[38,51,117,130,175],"dataset":[39],"first":[42],"time.":[43],"Potting":[44],"soil":[45,93],"wall":[47],"background":[48,150],"in":[49],"often":[53],"interfere":[54],"with":[55,90,237],"accuracy":[57,217],"partial":[59],"cutting":[60,250],"stems.":[64,118,177],"The":[65,81,202],"shape":[67],"varies":[71],"due":[72],"to":[73,109,166,168,194],"other":[74,238],"environmental":[75],"factors":[76],"during":[77],"growing":[79],"stage.":[80],"is":[87,102,135,146,161,192,244],"closely":[88],"connected":[89],"potting":[92],"leaves,":[95],"boundary":[98],"easily":[103],"blurred.":[104],"These":[105],"problems":[106],"bring":[107],"challenges":[108],"accurate":[111,123,246],"In":[119],"this":[120,242],"paper,":[121],"an":[122],"algorithm":[125],"stems":[131],"based":[132],"CPHNet":[134,207],"proposed.":[136],"First,":[137],"channel":[139],"residual":[140],"attention":[141],"multilayer":[142],"perceptron":[143],"(CRA-MLP)":[144],"module":[145],"proposed,":[147,162],"which":[148],"suppresses":[149],"interference":[151],"such":[152],"as":[153],"soil.":[154],"Second,":[155],"position-enhanced":[157],"self-attention":[158],"(PESA)":[159],"mechanism":[160],"enabling":[163],"model":[165,243],"adapt":[167],"diverse":[169],"morphologies":[170],"Finally,":[178],"hybrid":[180],"loss":[181,186,189],"function":[182],"cross":[184],"entropy":[185],"dice":[188],"(HCE-Dice":[190],"Loss)":[191],"proposed":[193],"address":[195],"issue":[197],"fuzzy":[199],"boundaries.":[201],"experimental":[203],"results":[204],"show":[205],"that":[206],"achieves":[208],"90.4%":[210],"average":[211,216,220],"cross-to-merge":[212],"ratio":[213],"(mIoU),":[214],"93.1%":[215],"(mP),":[218],"95.6%":[219],"recall":[221],"rate":[222],"(mR),":[223],"94.4%":[224],"F1":[225],"score":[226],"(mF1)":[227],"0.03":[229],"plants/second":[230],"(speed)":[231],"self-built":[234],"dataset.":[235],"Compared":[236],"popular":[239],"models,":[241],"more":[245],"stable":[248],"part":[253],"cloud.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2024-08-19T00:00:00"}