{"id":"https://openalex.org/W2979256087","doi":"https://doi.org/10.1109/ijcnn.2019.8852235","title":"Coral Classification Using DenseNet and Cross-modality Transfer Learning","display_name":"Coral Classification Using DenseNet and Cross-modality Transfer Learning","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2979256087","doi":"https://doi.org/10.1109/ijcnn.2019.8852235","mag":"2979256087"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","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/A5048999652","display_name":"Lian Xu","orcid":"https://orcid.org/0000-0002-1759-2941"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Lian Xu","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009750573","display_name":"Mohammed Bennamoun","orcid":"https://orcid.org/0000-0002-6603-3257"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mohammed Bennamoun","raw_affiliation_strings":["Department of Computer Science and Software Engineering, The University of Western Australia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Software Engineering, The University of Western Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014216530","display_name":"Farid Boussa\u00efd","orcid":"https://orcid.org/0000-0001-7250-7407"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Farid Boussaid","raw_affiliation_strings":["Department of Electrical, Electronics and Computer Engineering, The University of Western Australia"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Computer Engineering, The University of Western Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046367231","display_name":"Senjian An","orcid":"https://orcid.org/0000-0002-1758-6824"},"institutions":[{"id":"https://openalex.org/I205640436","display_name":"Curtin University","ror":"https://ror.org/02n415q13","country_code":"AU","type":"education","lineage":["https://openalex.org/I205640436"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Senjian An","raw_affiliation_strings":["School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Computing and Mathematical Sciences, Curtin University","institution_ids":["https://openalex.org/I205640436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002219416","display_name":"Ferdous Sohel","orcid":"https://orcid.org/0000-0003-1557-4907"},"institutions":[{"id":"https://openalex.org/I176790772","display_name":"Murdoch University","ror":"https://ror.org/00r4sry34","country_code":"AU","type":"education","lineage":["https://openalex.org/I176790772"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ferdous Sohel","raw_affiliation_strings":["School of Engineering and Information Technology, Murdoch University"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Information Technology, Murdoch University","institution_ids":["https://openalex.org/I176790772"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5048999652"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":null,"apc_paid":null,"fwci":0.3465,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66619501,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10341","display_name":"Coral and Marine Ecosystems Studies","score":0.9995999932289124,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.935699999332428,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11698","display_name":"Underwater Acoustics Research","score":0.9282000064849854,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7955340147018433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7510354518890381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7020357251167297},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.6664170622825623},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.543971836566925},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.49079737067222595},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.4396141469478607},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.43202313780784607},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39042386412620544},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37215930223464966},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12732800841331482}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7955340147018433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7510354518890381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7020357251167297},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.6664170622825623},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.543971836566925},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.49079737067222595},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.4396141469478607},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.43202313780784607},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39042386412620544},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37215930223464966},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12732800841331482}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:researchrepository.murdoch.edu.au:52106","is_oa":false,"landing_page_url":"https://researchrepository.murdoch.edu.au/id/eprint/52106/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400274","display_name":"Murdoch Research Repository (Murdoch University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I176790772","host_organization_name":"Murdoch University","host_organization_lineage":["https://openalex.org/I176790772"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"  Xu, L., Bennamoun, M., Boussaid, F., An, S. and Sohel, F. <https://researchrepository.murdoch.edu.au/view/author/Sohel, Ferdous.html>   (2019)  Coral classification using DenseNet and Cross-modality transfer learning.    In: International Joint Conference on Neural Networks (IJCNN) 2019, 14 - 19 July 2019, Budapest, Hungary   ","raw_type":"Conference Paper"},{"id":"pmh:oai:pure.atira.dk:publications/7a307ecb-4b10-42c8-80b3-5b68a5e3c7f1","is_oa":false,"landing_page_url":"https://www.ijcnn.org/final-paper-submissions","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Xu , L , Bennamoun , M , Boussaid , F , An , S & Sohel , F 2019 , Coral classification using densenet and cross-modality transfer learning . in International Joint Conference on Neural Networks (IJCNN) . , 8852235 , IEEE, Institute of Electrical and Electronics Engineers , USA , pp. 1-8 , International Joint Conference on Neural Networks , Budapest , Hungary , 14/07/19 . https://doi.org/10.1109/IJCNN.2019.8852235","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1565402342","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1959608418","https://openalex.org/W1992396639","https://openalex.org/W2097117768","https://openalex.org/W2099471712","https://openalex.org/W2108598243","https://openalex.org/W2118585731","https://openalex.org/W2125389028","https://openalex.org/W2145094598","https://openalex.org/W2163605009","https://openalex.org/W2164587673","https://openalex.org/W2165803222","https://openalex.org/W2194775991","https://openalex.org/W2317160870","https://openalex.org/W2405756170","https://openalex.org/W2423557781","https://openalex.org/W2463402750","https://openalex.org/W2508077530","https://openalex.org/W2551607540","https://openalex.org/W2608295741","https://openalex.org/W2619701599","https://openalex.org/W2783353659","https://openalex.org/W2802983228","https://openalex.org/W2949455921","https://openalex.org/W2949999304","https://openalex.org/W2963073614","https://openalex.org/W2963125871","https://openalex.org/W2963446712","https://openalex.org/W2963636093","https://openalex.org/W2964050365","https://openalex.org/W2997574889","https://openalex.org/W4297772798","https://openalex.org/W4320013936","https://openalex.org/W6606244218","https://openalex.org/W6637373629","https://openalex.org/W6637831805","https://openalex.org/W6639824700","https://openalex.org/W6640963894","https://openalex.org/W6677656871","https://openalex.org/W6678815747","https://openalex.org/W6681096077","https://openalex.org/W6684191040","https://openalex.org/W6691096134","https://openalex.org/W6713645886","https://openalex.org/W6747350444"],"related_works":["https://openalex.org/W2729514902","https://openalex.org/W2024160000","https://openalex.org/W2773500201","https://openalex.org/W2061273563","https://openalex.org/W2285052147","https://openalex.org/W4287995534","https://openalex.org/W2743258233","https://openalex.org/W2026121273","https://openalex.org/W2905846897","https://openalex.org/W4312538239"],"abstract_inverted_index":{"Coral":[0],"classification":[1,35,85,102,117],"is":[2,54],"a":[3],"challenging":[4],"task":[5],"due":[6],"to":[7,56,79,94],"the":[8,19,58,75,84,108],"complex":[9],"morphology":[10],"and":[11,27,62,88,99,110,113],"ambiguous":[12],"boundaries":[13],"of":[14,21],"corals.":[15],"This":[16],"paper":[17],"investigates":[18],"benefits":[20],"Densely":[22],"connected":[23],"convolutional":[24],"network":[25],"(DenseNet)":[26],"multi-modal":[28],"image":[29,34,52,67],"translation":[30],"techniques":[31],"in":[32],"boosting":[33],"performance":[36],"by":[37],"synthesizing":[38],"missing":[39],"fluorescence":[40,63,69,90],"information.":[41,82],"To":[42],"this":[43,66],"end,":[44],"an":[45],"imageconditional":[46],"Generative":[47],"Adversarial":[48],"Network":[49],"(GAN)":[50],"based":[51],"translator":[53],"trained":[55],"model":[57],"relationship":[59],"between":[60],"reflectance":[61,77,87],"images.":[64],"Through":[65],"translator,":[68],"images":[70,78,91],"can":[71],"be":[72],"generated":[73],"from":[74],"available":[76],"provide":[80],"complementary":[81],"During":[83],"phase,":[86],"translated":[89],"are":[92],"combined":[93],"obtain":[95],"more":[96],"discriminative":[97],"representations":[98],"produce":[100],"improved":[101],"performance.":[103,118],"We":[104],"present":[105],"results":[106],"on":[107],"EFC":[109],"MLC":[111],"datasets":[112],"report":[114],"state-of-the-art":[115],"coral":[116]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}