{"id":"https://openalex.org/W3161787932","doi":"https://doi.org/10.1109/icassp39728.2021.9413577","title":"Signature Feature Marking Enhanced IRM Framework for Drone Image Analysis in Precision Agriculture","display_name":"Signature Feature Marking Enhanced IRM Framework for Drone Image Analysis in Precision Agriculture","publication_year":2021,"publication_date":"2021-05-13","ids":{"openalex":"https://openalex.org/W3161787932","doi":"https://doi.org/10.1109/icassp39728.2021.9413577","mag":"3161787932"},"language":"en","primary_location":{"id":"doi:10.1109/icassp39728.2021.9413577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065744023","display_name":"Atharva Kadethankar","orcid":null},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atharva Kadethankar","raw_affiliation_strings":["International Institute of Information Technology, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Bengaluru, India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014371833","display_name":"Neelam Sinha","orcid":"https://orcid.org/0000-0001-8164-8412"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neelam Sinha","raw_affiliation_strings":["International Institute of Information Technology, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Bengaluru, India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101885788","display_name":"Vinayaka Hegde","orcid":"https://orcid.org/0009-0007-7956-0738"},"institutions":[{"id":"https://openalex.org/I4210142041","display_name":"Central Plantation Crops Research Institute","ror":"https://ror.org/052afrt88","country_code":"IN","type":"facility","lineage":["https://openalex.org/I179420787","https://openalex.org/I4210142041"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinayaka Hegde","raw_affiliation_strings":["ICAR-CPCRI, Kasaragod, Kerala, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ICAR-CPCRI, Kasaragod, Kerala, India","institution_ids":["https://openalex.org/I4210142041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047618087","display_name":"Abhishek Burman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Burman","raw_affiliation_strings":["General Aeronautics Pvt. Ltd., Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"General Aeronautics Pvt. Ltd., Bengaluru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3303,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79299363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2385","last_page":"2389"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9980999827384949,"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":0.9980999827384949,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9613999724388123,"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/T12486","display_name":"Food Supply Chain Traceability","score":0.9460999965667725,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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/drone","display_name":"Drone","score":0.8195630311965942},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.7293910384178162},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.664909303188324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6536849737167358},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5540779232978821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5414140224456787},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5307626128196716},{"id":"https://openalex.org/keywords/precision-agriculture","display_name":"Precision agriculture","score":0.5051866173744202},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4988741874694824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4080362617969513},{"id":"https://openalex.org/keywords/agriculture","display_name":"Agriculture","score":0.3507583737373352},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15397876501083374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12972936034202576}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8195630311965942},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.7293910384178162},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.664909303188324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6536849737167358},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5540779232978821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5414140224456787},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5307626128196716},{"id":"https://openalex.org/C120217122","wikidata":"https://www.wikidata.org/wiki/Q740083","display_name":"Precision agriculture","level":3,"score":0.5051866173744202},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4988741874694824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4080362617969513},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.3507583737373352},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15397876501083374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12972936034202576},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":1,"locations":[{"id":"doi:10.1109/icassp39728.2021.9413577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp39728.2021.9413577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8199999928474426,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1972119192","https://openalex.org/W2024134959","https://openalex.org/W2470368200","https://openalex.org/W2613718673","https://openalex.org/W2794021703","https://openalex.org/W2811447860","https://openalex.org/W2883113516","https://openalex.org/W2953494151","https://openalex.org/W2983056308","https://openalex.org/W3048128316","https://openalex.org/W4288287305","https://openalex.org/W6620707391","https://openalex.org/W6637373629","https://openalex.org/W6765285020"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W3206445629"],"abstract_inverted_index":{"This":[0,167],"paper":[1],"reports":[2],"drone":[3,69,170],"imagery-based":[4],"precision":[5,136,173],"agriculture":[6,174],"application":[7],"for":[8,24,99,118,126],"coconut":[9,18,36,75],"health":[10],"management":[11],"by":[12],"detecting":[13],"rhinoceros":[14,104],"beetle":[15,105],"infestation":[16,106],"in":[17,33,172],"trees.":[19],"Drone":[20],"imagery":[21,171],"is":[22,45,92,109],"advantageous":[23],"its":[25],"bird\u2019s":[26],"eye":[27],"view":[28],"of":[29,35,150,186],"the":[30,142,158,163,184],"farms":[31],"helping":[32],"analysis":[34],"crown":[37,119,127,131],"from":[38,157],"top.":[39],"Locating":[40],"and":[41,121,137,141,160],"segmenting":[42],"individual":[43,74],"tree-crown":[44],"challenging,":[46],"as":[47,59],"every":[48],"image":[49],"contains":[50],"up":[51],"to":[52,85,182],"30":[53],"tree-crowns":[54],"with":[55],"complex":[56],"backgrounds":[57],"such":[58],"textured":[60],"soil,":[61],"shadows,":[62],"companion":[63],"planting.":[64],"Dataset":[65],"generated":[66],"using":[67,175],"1,212":[68],"captured":[70],"images":[71,159],"containing":[72],"9727":[73],"tree":[76],"crowns.":[77],"In":[78],"this":[79],"work,":[80],"we":[81],"are":[82],"proposing":[83],"enhancement":[84],"Invariant":[86],"Risk":[87],"Minimization":[88],"(IRM)":[89],"framework":[90,117],"which":[91],"Signature":[93],"Feature":[94],"Marking":[95],"(SFM)":[96],"enhanced":[97,124,144],"IRM":[98,116,125,129,145,161],"object":[100],"classification.":[101,128],"The":[102],"proposed":[103,176],"detection":[107,120,132],"model":[108,133,147],"two":[110],"stage":[111],"process,":[112],"(1)":[113],"Applying":[114],"existing":[115],"(2)":[122],"SFM":[123,143,152],"based":[130],"obtained":[134,148],"97.3%":[135],"92%":[138],"recall":[139],"score":[140],"classification":[146],"accuracy":[149],"85.03%.":[151],"learns":[153,162],"relevant":[154],"signature":[155],"features":[156],"causal":[164],"correlation-based":[165],"features.":[166],"demonstrates":[168],"that":[169],"approach":[177],"can":[178],"be":[179],"effectively":[180],"used":[181],"monitor":[183],"well-being":[185],"a":[187],"large":[188],"plantation.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
