{"id":"https://openalex.org/W2890880820","doi":"https://doi.org/10.1109/iwobi.2018.8464206","title":"Automated Image-based Identification of Forest Species: Challenges and Opportunities for 21st Century Xylotheques","display_name":"Automated Image-based Identification of Forest Species: Challenges and Opportunities for 21st Century Xylotheques","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2890880820","doi":"https://doi.org/10.1109/iwobi.2018.8464206","mag":"2890880820"},"language":"en","primary_location":{"id":"doi:10.1109/iwobi.2018.8464206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwobi.2018.8464206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)","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/A5089372156","display_name":"Geovanni Figueroa-Mata","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Geovanni Figueroa-Mata","raw_affiliation_strings":["School of Mathematics"],"affiliations":[{"raw_affiliation_string":"School of Mathematics","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021974284","display_name":"Erick Mata\u2010Montero","orcid":"https://orcid.org/0000-0001-5471-164X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erick Mata-Montero","raw_affiliation_strings":["School of Computing"],"affiliations":[{"raw_affiliation_string":"School of Computing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083745884","display_name":"Juan Carlos Valverde","orcid":"https://orcid.org/0000-0002-3181-1346"},"institutions":[{"id":"https://openalex.org/I145372079","display_name":"Instituto Tecnol\u00f3gico de Costa Rica","ror":"https://ror.org/04zhrfn38","country_code":"CR","type":"education","lineage":["https://openalex.org/I145372079"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Juan Carlos Valverde-Otarola","raw_affiliation_strings":["School of Forestry Engineering, Costa Rica Institute of Technology, Cartago, Costa Rica"],"affiliations":[{"raw_affiliation_string":"School of Forestry Engineering, Costa Rica Institute of Technology, Cartago, Costa Rica","institution_ids":["https://openalex.org/I145372079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024085649","display_name":"Dagoberto Arias\u2010Aguilar","orcid":"https://orcid.org/0000-0002-3056-9172"},"institutions":[{"id":"https://openalex.org/I145372079","display_name":"Instituto Tecnol\u00f3gico de Costa Rica","ror":"https://ror.org/04zhrfn38","country_code":"CR","type":"education","lineage":["https://openalex.org/I145372079"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Dagoberto Arias-Aguilar","raw_affiliation_strings":["School of Forestry Engineering, Costa Rica Institute of Technology, Cartago, Costa Rica"],"affiliations":[{"raw_affiliation_string":"School of Forestry Engineering, Costa Rica Institute of Technology, Cartago, Costa Rica","institution_ids":["https://openalex.org/I145372079"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089372156"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1234,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.74765019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13568","display_name":"Wood and Agarwood Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13568","display_name":"Wood and Agarwood Research","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10825","display_name":"Plant Pathogens and Fungal Diseases","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.8275181651115417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6304240822792053},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.525283694267273},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46204233169555664},{"id":"https://openalex.org/keywords/logging","display_name":"Logging","score":0.45023900270462036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3452850580215454},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3027835488319397},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.24884656071662903},{"id":"https://openalex.org/keywords/forestry","display_name":"Forestry","score":0.13620683550834656},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09556111693382263}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.8275181651115417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6304240822792053},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.525283694267273},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46204233169555664},{"id":"https://openalex.org/C125620115","wikidata":"https://www.wikidata.org/wiki/Q845249","display_name":"Logging","level":2,"score":0.45023900270462036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3452850580215454},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3027835488319397},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.24884656071662903},{"id":"https://openalex.org/C97137747","wikidata":"https://www.wikidata.org/wiki/Q38112","display_name":"Forestry","level":1,"score":0.13620683550834656},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09556111693382263},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwobi.2018.8464206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwobi.2018.8464206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Work Conference on Bioinspired Intelligence (IWOBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W80812829","https://openalex.org/W622043691","https://openalex.org/W1154611142","https://openalex.org/W1590290399","https://openalex.org/W1631983413","https://openalex.org/W1650971489","https://openalex.org/W1865592556","https://openalex.org/W1951394871","https://openalex.org/W1976730495","https://openalex.org/W1989661485","https://openalex.org/W1990616561","https://openalex.org/W1998078445","https://openalex.org/W2014373659","https://openalex.org/W2039051707","https://openalex.org/W2051329855","https://openalex.org/W2071562807","https://openalex.org/W2075966403","https://openalex.org/W2081362412","https://openalex.org/W2086306566","https://openalex.org/W2094298848","https://openalex.org/W2099901798","https://openalex.org/W2100942750","https://openalex.org/W2106583169","https://openalex.org/W2106950129","https://openalex.org/W2107474759","https://openalex.org/W2118504484","https://openalex.org/W2133640696","https://openalex.org/W2159666059","https://openalex.org/W2163005195","https://openalex.org/W2167666191","https://openalex.org/W2183958312","https://openalex.org/W2185945302","https://openalex.org/W2186073665","https://openalex.org/W2200812170","https://openalex.org/W2213241010","https://openalex.org/W2219519502","https://openalex.org/W2234552057","https://openalex.org/W2278491832","https://openalex.org/W2340165701","https://openalex.org/W2342438132","https://openalex.org/W2477500711","https://openalex.org/W2501183066","https://openalex.org/W2506427483","https://openalex.org/W2513370137","https://openalex.org/W2520364485","https://openalex.org/W2545361841","https://openalex.org/W2601849987","https://openalex.org/W2617703913","https://openalex.org/W2625707080","https://openalex.org/W2718817396","https://openalex.org/W2739201009","https://openalex.org/W2743583628","https://openalex.org/W2744599355","https://openalex.org/W2750981090","https://openalex.org/W2752681852","https://openalex.org/W2765861484","https://openalex.org/W2766843494","https://openalex.org/W2769683782","https://openalex.org/W2787850338","https://openalex.org/W2903133189","https://openalex.org/W2963661548","https://openalex.org/W2963801405","https://openalex.org/W4251728131","https://openalex.org/W6636574590","https://openalex.org/W6647937547","https://openalex.org/W6648113546","https://openalex.org/W6687731162","https://openalex.org/W6688387854","https://openalex.org/W6743657574","https://openalex.org/W6744211344","https://openalex.org/W6748396896","https://openalex.org/W6756791248","https://openalex.org/W7076000849"],"related_works":["https://openalex.org/W2373969208","https://openalex.org/W2578023326","https://openalex.org/W2800852182","https://openalex.org/W2177102068","https://openalex.org/W60557881","https://openalex.org/W1972416716","https://openalex.org/W2129700183","https://openalex.org/W2945389153","https://openalex.org/W153262387","https://openalex.org/W2348000104"],"abstract_inverted_index":{"The":[0],"fast":[1],"and":[2,58,95,121,141,150,165,189],"accurate":[3],"identification":[4,116,146,170,193],"of":[5,38,44,66,85,126,147,177,180,194],"forest":[6,195],"species":[7,169,196],"is":[8,61],"fundamental":[9],"to":[10,79,81,113,123,144,161],"support":[11,114,162],"their":[12,55],"conservation,":[13],"sustainable":[14],"management,":[15],"and,":[16],"more":[17],"specifically,":[18],"the":[19,48,82,86,103,115,145,168,178,186,192],"fight":[20],"against":[21],"illegal":[22],"logging.":[23],"Traditionally,":[24],"identifications":[25],"are":[26,43,89],"done":[27],"by":[28,92],"using":[29],"dichotomous":[30],"or":[31,155],"polytomous":[32],"keys":[33,120],"based":[34,133,197],"on":[35,68,134,198],"physical":[36],"characteristics":[37,84],"trees.":[39],"However,":[40,131],"these":[41,73,181],"techniques":[42,132,157,182],"little":[45],"use":[46,179],"when":[47],"trees":[49],"have":[50,97,110,137,158],"been":[51,111,139,159],"cut,":[52],"removed":[53],"from":[54],"natural":[56],"environment,":[57],"consequently":[59],"there":[60],"only":[62],"a":[63,98],"partial":[64],"subset":[65],"information":[67],"all":[69],"those":[70],"traits.":[71],"In":[72],"cases,":[74],"it":[75],"may":[76],"be":[77],"possible":[78],"resort":[80],"anatomical":[83],"wood,":[87],"which":[88],"less":[90],"affected":[91],"environmental":[93],"factors":[94],"therefore":[96],"high":[99],"diagnostic":[100],"value":[101],"in":[102,167],"identification.":[104],"For":[105],"some":[106],"years":[107],"now,":[108],"computers":[109],"used":[112],"processes":[117],"through":[118],"interactive":[119],"access":[122],"global":[124],"repositories":[125],"digital":[127],"images,":[128],"among":[129],"others.":[130],"machine":[135],"learning":[136],"recently":[138],"developed":[140],"applied":[142],"successfully":[143],"both":[148],"plant":[149],"animal":[151],"species.":[152],"Consequently,":[153],"automatic":[154],"semiautomatic":[156],"proposed":[160],"botanists,":[163],"taxonomists":[164],"non-experts":[166],"process.":[171],"This":[172],"article":[173],"presents":[174],"an":[175],"overview":[176],"as":[183,185],"well":[184],"current":[187],"challenges":[188],"opportunities":[190],"for":[191],"xylotheque":[199],"samples.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}