{"id":"https://openalex.org/W2938962994","doi":"https://doi.org/10.1145/3301879.3301905","title":"FPGA-Based Plant Identification Through Leaf Veins","display_name":"FPGA-Based Plant Identification Through Leaf Veins","publication_year":2018,"publication_date":"2018-11-12","ids":{"openalex":"https://openalex.org/W2938962994","doi":"https://doi.org/10.1145/3301879.3301905","mag":"2938962994"},"language":"en","primary_location":{"id":"doi:10.1145/3301879.3301905","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301879.3301905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 5th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"},"type":"article","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/A5071832341","display_name":"Noel B. Linsangan","orcid":"https://orcid.org/0000-0002-6256-4798"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Noel B. Linsangan","raw_affiliation_strings":["School of Electrical, Electronics and Computer Engineering (SEECE), Mapua University, Manila Philippines"],"affiliations":[{"raw_affiliation_string":"School of Electrical, Electronics and Computer Engineering (SEECE), Mapua University, Manila Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034490527","display_name":"Rodrigo S. Pangantihon","orcid":"https://orcid.org/0000-0003-4233-3455"},"institutions":[{"id":"https://openalex.org/I262857778","display_name":"University of Mindanao","ror":"https://ror.org/00mpnf546","country_code":"PH","type":"education","lineage":["https://openalex.org/I262857778"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Rodrigo S. Pangantihon","raw_affiliation_strings":["College of Engineering Education (CEE), Computer Engineering Program, University of Mindanao, Davao City, Philippines"],"affiliations":[{"raw_affiliation_string":"College of Engineering Education (CEE), Computer Engineering Program, University of Mindanao, Davao City, Philippines","institution_ids":["https://openalex.org/I262857778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071832341"],"corresponding_institution_ids":["https://openalex.org/I137967721"],"apc_list":null,"apc_paid":null,"fwci":1.9801,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88854696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"100","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.9990000128746033,"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":0.9990000128746033,"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/T12813","display_name":"Plant and Biological Electrophysiology Studies","score":0.9763000011444092,"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/T13142","display_name":"GABA and Rice Research","score":0.9598000049591064,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.836705207824707},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7483320236206055},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.7474737763404846},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6712635159492493},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711235642433167},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.620847225189209},{"id":"https://openalex.org/keywords/plant-identification","display_name":"Plant identification","score":0.5194318294525146},{"id":"https://openalex.org/keywords/gate-array","display_name":"Gate array","score":0.4719278812408447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41716668009757996},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34073343873023987},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3244682550430298},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.16041934490203857},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08410805463790894}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.836705207824707},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7483320236206055},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.7474737763404846},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6712635159492493},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711235642433167},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.620847225189209},{"id":"https://openalex.org/C2776091240","wikidata":"https://www.wikidata.org/wiki/Q106238460","display_name":"Plant identification","level":2,"score":0.5194318294525146},{"id":"https://openalex.org/C114237110","wikidata":"https://www.wikidata.org/wiki/Q114901","display_name":"Gate array","level":3,"score":0.4719278812408447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41716668009757996},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34073343873023987},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3244682550430298},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.16041934490203857},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08410805463790894},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3301879.3301905","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3301879.3301905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2018 5th International Conference on Biomedical and Bioinformatics Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1554962108","https://openalex.org/W2121294168","https://openalex.org/W2152969464","https://openalex.org/W2155893237","https://openalex.org/W2276486856","https://openalex.org/W2280806818","https://openalex.org/W2406293284","https://openalex.org/W2550940293","https://openalex.org/W2568155635","https://openalex.org/W2765415074","https://openalex.org/W2785456876","https://openalex.org/W2795866616","https://openalex.org/W2950094539","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4366202965","https://openalex.org/W2093217629","https://openalex.org/W2349679704","https://openalex.org/W4389633859","https://openalex.org/W2570625548","https://openalex.org/W2014165129","https://openalex.org/W2367348190","https://openalex.org/W594316872","https://openalex.org/W2831860248","https://openalex.org/W2367794224"],"abstract_inverted_index":{"Identifying":[0],"and":[1,28],"understanding":[2],"numerous":[3],"plant":[4,35,89],"species":[5],"is":[6,32],"of":[7,40,64,81,102,107],"utmost":[8],"importance":[9],"not":[10],"only":[11],"to":[12,16,24,60],"botanists":[13],"but":[14],"also":[15],"non-professionals":[17],"so":[18],"that":[19],"they":[20],"will":[21],"be":[22],"able":[23],"recognize":[25],"its":[26],"name":[27],"characteristics.":[29],"This":[30],"study":[31],"focusing":[33],"on":[34,74],"identification":[36],"with":[37,84,104],"the":[38,68,75,105],"use":[39],"field-programmable":[41],"gate":[42],"array":[43],"(FPGA)":[44],"device":[45],"Altera":[46],"DE1-SoC":[47],"Cyclone":[48],"V":[49],"platform.":[50],"An":[51],"openly":[52],"accessible":[53],"high-level":[54],"synthesis":[55],"(HLS)":[56],"tool":[57],"was":[58],"used":[59],"perform":[61],"image":[62],"classification":[63],"plants":[65,83],"leaf":[66,86],"using":[67,93],"convolutional":[69],"neural":[70],"network":[71],"(CNN)":[72],"based":[73],"technology":[76],"called":[77],"OpenCL.":[78],"A":[79],"total":[80],"fifty":[82],"five":[85],"samples":[87],"per":[88],"were":[90],"being":[91],"trained":[92],"Caffe.":[94],"The":[95],"system":[96],"has":[97],"yielded":[98],"an":[99],"accuracy":[100],"rate":[101],"88.68%":[103],"aid":[106],"a":[108],"confusion":[109],"matrix":[110],"tool.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
