{"id":"https://openalex.org/W3041381384","doi":"https://doi.org/10.1007/978-981-15-5093-5_10","title":"SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for\u00a0SEM Images Classification of\u00a0Nanomaterials","display_name":"SoCNNet: An Optimized Sobel Filter Based Convolutional Neural Network for\u00a0SEM Images Classification of\u00a0Nanomaterials","publication_year":2020,"publication_date":"2020-07-09","ids":{"openalex":"https://openalex.org/W3041381384","doi":"https://doi.org/10.1007/978-981-15-5093-5_10","mag":"3041381384"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-15-5093-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5093-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"},"type":"book-chapter","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/A5052687333","display_name":"Cosimo Ieracitano","orcid":"https://orcid.org/0000-0001-7890-2897"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cosimo Ieracitano","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091299215","display_name":"Annunziata Paviglianiti","orcid":"https://orcid.org/0000-0003-3837-6479"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annunziata Paviglianiti","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic of Turin, C.so Duca Degli Abruzzi 24, 10137, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic of Turin, C.so Duca Degli Abruzzi 24, 10137, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056605266","display_name":"Nadia Mammone","orcid":"https://orcid.org/0000-0003-4962-3500"},"institutions":[{"id":"https://openalex.org/I4210162269","display_name":"Centro Neurolesi Bonino Pulejo","ror":"https://ror.org/05tzq2c96","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126","https://openalex.org/I4210162269"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nadia Mammone","raw_affiliation_strings":["IRCCS Centro Neurolesi Bonino-Pulejo, Via Palermo c/da Casazza, SS. 113, 98124, Messina, Italy"],"affiliations":[{"raw_affiliation_string":"IRCCS Centro Neurolesi Bonino-Pulejo, Via Palermo c/da Casazza, SS. 113, 98124, Messina, Italy","institution_ids":["https://openalex.org/I4210162269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002942810","display_name":"Mario Versaci","orcid":"https://orcid.org/0000-0003-3837-6671"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Versaci","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023499084","display_name":"Eros Pasero","orcid":"https://orcid.org/0000-0002-2403-1683"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Eros Pasero","raw_affiliation_strings":["Department of Electronic Engineering, Polytechnic of Turin, C.so Duca Degli Abruzzi 24, 10137, Turin, Italy","Laboratorio di Neuronica, Dipartimento Elettronica e Telecomunicazioni\n, Politecnico di Torino, Torino, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Polytechnic of Turin, C.so Duca Degli Abruzzi 24, 10137, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Laboratorio di Neuronica, Dipartimento Elettronica e Telecomunicazioni\n, Politecnico di Torino, Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068143882","display_name":"Francesco Carlo Morabito","orcid":"https://orcid.org/0000-0003-0734-9136"},"institutions":[{"id":"https://openalex.org/I59725666","display_name":"University of Reggio Calabria","ror":"https://ror.org/041sz8d87","country_code":"IT","type":"education","lineage":["https://openalex.org/I59725666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Carlo Morabito","raw_affiliation_strings":["DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy","Department of Civil, Environmental, Energy, and Material Engineering, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy"],"affiliations":[{"raw_affiliation_string":"DICEAM Department, University Mediterranea of Reggio Calabria, 89124, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]},{"raw_affiliation_string":"Department of Civil, Environmental, Energy, and Material Engineering, University Mediterranea of Reggio Calabria, Reggio Calabria, Italy","institution_ids":["https://openalex.org/I59725666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052687333"],"corresponding_institution_ids":["https://openalex.org/I59725666"],"apc_list":null,"apc_paid":null,"fwci":1.0079,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8509782,"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":"103","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9487000107765198,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7423380017280579},{"id":"https://openalex.org/keywords/sobel-operator","display_name":"Sobel operator","score":0.7280757427215576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6754153370857239},{"id":"https://openalex.org/keywords/scanning-electron-microscope","display_name":"Scanning electron microscope","score":0.5631923675537109},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5229240655899048},{"id":"https://openalex.org/keywords/nanomaterials","display_name":"Nanomaterials","score":0.49003922939300537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4848988652229309},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47977930307388306},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4792787432670593},{"id":"https://openalex.org/keywords/nanofiber","display_name":"Nanofiber","score":0.46052154898643494},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4356381893157959},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3811948299407959},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3299518823623657},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32281404733657837},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.215545654296875},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.18225815892219543},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.1401263177394867},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.07376587390899658}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7423380017280579},{"id":"https://openalex.org/C30703548","wikidata":"https://www.wikidata.org/wiki/Q1757673","display_name":"Sobel operator","level":5,"score":0.7280757427215576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6754153370857239},{"id":"https://openalex.org/C26771246","wikidata":"https://www.wikidata.org/wiki/Q321095","display_name":"Scanning electron microscope","level":2,"score":0.5631923675537109},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5229240655899048},{"id":"https://openalex.org/C138631740","wikidata":"https://www.wikidata.org/wiki/Q967847","display_name":"Nanomaterials","level":2,"score":0.49003922939300537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4848988652229309},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47977930307388306},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4792787432670593},{"id":"https://openalex.org/C91129048","wikidata":"https://www.wikidata.org/wiki/Q594196","display_name":"Nanofiber","level":2,"score":0.46052154898643494},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4356381893157959},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3811948299407959},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3299518823623657},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32281404733657837},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.215545654296875},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.18225815892219543},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.1401263177394867},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.07376587390899658}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-15-5093-5_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-15-5093-5_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210172046","display_name":"Smart innovation, systems and technologies","issn_l":"2190-3018","issn":["2190-3018","2190-3026"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Smart Innovation, Systems and Technologies","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.4699999988079071,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1491886492","https://openalex.org/W1605713540","https://openalex.org/W1665214252","https://openalex.org/W1806891645","https://openalex.org/W2055475096","https://openalex.org/W2073292063","https://openalex.org/W2132854921","https://openalex.org/W2292608283","https://openalex.org/W2295594515","https://openalex.org/W2545601451","https://openalex.org/W2562062856","https://openalex.org/W2769770936","https://openalex.org/W2784032999","https://openalex.org/W2886099373","https://openalex.org/W2886325166","https://openalex.org/W2886884189","https://openalex.org/W2894895904","https://openalex.org/W2906225330","https://openalex.org/W2908993393","https://openalex.org/W2919115771","https://openalex.org/W2943475153","https://openalex.org/W2973813104","https://openalex.org/W2984419450","https://openalex.org/W2996722826","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2362890552","https://openalex.org/W2392642780","https://openalex.org/W2378303881","https://openalex.org/W55503292","https://openalex.org/W1985441784","https://openalex.org/W2380681794","https://openalex.org/W2386107049","https://openalex.org/W3212250818","https://openalex.org/W4225576506","https://openalex.org/W2188469964"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
