{"id":"https://openalex.org/W6944161400","doi":"https://doi.org/10.18420/inf2024_114","title":"Methods and techniques for plant and weed detection creating a database for future computer vision systems in weed control and practical implementations: Insights from the KIdetect project, funded by the BMEL","display_name":"Methods and techniques for plant and weed detection creating a database for future computer vision systems in weed control and practical implementations: Insights from the KIdetect project, funded by the BMEL","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W6944161400","doi":"https://doi.org/10.18420/inf2024_114"},"language":"en","primary_location":{"id":"doi:10.18420/inf2024_114","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_114","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.18420/inf2024_114","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Noori, Faryal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noori, Faryal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Hopf, Lucas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hopf, Lucas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Flierl, Philipp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Flierl, Philipp","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Zimmermann, Alexander","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zimmermann, Alexander","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Niedermeier, Michael","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niedermeier, Michael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Holst, Gerhard","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Holst, Gerhard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Schmailzl, Anton","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Schmailzl, Anton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54357779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9039999842643738,"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":0.9039999842643738,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.04230000078678131,"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/T12660","display_name":"Plant Disease Management Techniques","score":0.005200000014156103,"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/image-rectification","display_name":"Image rectification","score":0.5349000096321106},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5246999859809875},{"id":"https://openalex.org/keywords/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.5055000185966492},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.45329999923706055},{"id":"https://openalex.org/keywords/rectification","display_name":"Rectification","score":0.45010000467300415},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.4499000012874603},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4180999994277954},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.3869999945163727}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7045999765396118},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6466000080108643},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6263999938964844},{"id":"https://openalex.org/C171614847","wikidata":"https://www.wikidata.org/wiki/Q1262415","display_name":"Image rectification","level":4,"score":0.5349000096321106},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5246999859809875},{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.5055000185966492},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.45329999923706055},{"id":"https://openalex.org/C50942859","wikidata":"https://www.wikidata.org/wiki/Q4967193","display_name":"Rectification","level":3,"score":0.45010000467300415},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.4499000012874603},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4180999994277954},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.3869999945163727},{"id":"https://openalex.org/C110898773","wikidata":"https://www.wikidata.org/wiki/Q2933935","display_name":"Camera resectioning","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.34060001373291016},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C68537008","wikidata":"https://www.wikidata.org/wiki/Q247932","display_name":"Stereopsis","level":2,"score":0.3230000138282776},{"id":"https://openalex.org/C76935873","wikidata":"https://www.wikidata.org/wiki/Q209121","display_name":"Image sensor","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.28209999203681946},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26409998536109924}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18420/inf2024_114","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_114","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.18420/inf2024_114","is_oa":true,"landing_page_url":"https://doi.org/10.18420/inf2024_114","pdf_url":null,"source":{"id":"https://openalex.org/S7407052918","display_name":"Gesellschaft f\u00fcr Informatik (GI)","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.7639011144638062,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1,58],"explores":[2],"weed":[3],"detection":[4],"methodologies":[5],"in":[6,41,116,124],"vertical":[7],"farming":[8],"systems":[9],"using":[10],"Short":[11],"Wave":[12],"Infrared":[13],"(SWIR)":[14],"and":[15,24,39,51,88,121,127],"Visual":[16],"(VIS)":[17],"camera":[18,86],"technology,":[19],"alongside":[20,103],"computer":[21,128],"vision":[22,129],"techniques":[23,31],"Artificial":[25],"Intelligence":[26],"(AI).":[27],"It":[28],"investigates":[29],"pixel-matching":[30,67],"for":[32,99],"stereo-image":[33],"processing":[34],"to":[35,69,95],"enhance":[36],"imaging":[37],"accuracy":[38,75],"reliability":[40],"agriculture.":[42],"Classical":[43],"methods":[44,68],"like":[45],"SIFT":[46],"FLANN":[47],"Matcher,":[48,50],"Epiline":[49,53],"Partial":[52],"Matcher":[54],"are":[55],"evaluated.":[56],"The":[57],"also":[59],"examines":[60],"the":[61],"integration":[62],"of":[63],"AI":[64],"with":[65],"classical":[66],"streamline":[70],"pixel":[71,105],"pair":[72],"identification.":[73],"Real-world":[74],"assessments":[76],"demonstrate":[77],"promising":[78],"results,":[79],"facilitating":[80],"practical":[81,122],"applications.":[82],"Additionally,":[83],"it":[84,108],"covers":[85],"calibration":[87],"image":[89,114],"rectification":[90],"tasks":[91],"on":[92],"VIS":[93],"cameras":[94],"support":[96],"3D":[97],"reconstruction":[98],"plant":[100],"structure":[101],"analysis,":[102],"Stereo":[104],"matching.":[106],"Overall,":[107],"provides":[109],"valuable":[110],"insights":[111],"into":[112],"stereo":[113],"analysis":[115],"agriculture,":[117],"fostering":[118],"future":[119],"research":[120],"implementations":[123],"precision":[125],"agriculture":[126],"systems.":[130]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}