{"id":"https://openalex.org/W2974660115","doi":"https://doi.org/10.1007/978-981-32-9291-8_10","title":"A Novel Deep Learning Approach for the Removal of Speckle Noise from Optical Coherence Tomography Images Using Gated Convolution\u2013Deconvolution Structure","display_name":"A Novel Deep Learning Approach for the Removal of Speckle Noise from Optical Coherence Tomography Images Using Gated Convolution\u2013Deconvolution Structure","publication_year":2019,"publication_date":"2019-09-19","ids":{"openalex":"https://openalex.org/W2974660115","doi":"https://doi.org/10.1007/978-981-32-9291-8_10","mag":"2974660115"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-32-9291-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-32-9291-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","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/A5009307917","display_name":"Sandeep N. Menon","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sandeep N. Menon","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108692430","display_name":"V. B. Vineeth Reddy","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. B. Vineeth Reddy","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047413033","display_name":"A Yeshwanth","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A. Yeshwanth","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011088572","display_name":"B. N. Anoop","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. N. Anoop","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027824010","display_name":"Jeny Rajan","orcid":"https://orcid.org/0000-0001-8045-6005"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jeny Rajan","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009307917"],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":3.5039,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9365881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"115","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7297476530075073},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.7234268188476562},{"id":"https://openalex.org/keywords/speckle-noise","display_name":"Speckle noise","score":0.6998348832130432},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6879967451095581},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6217100620269775},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.5887596011161804},{"id":"https://openalex.org/keywords/speckle-pattern","display_name":"Speckle pattern","score":0.5564899444580078},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5557597279548645},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49875903129577637},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46341603994369507},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4425892233848572},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4285881519317627},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42359355092048645},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.41747742891311646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.32467353343963623},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.298136830329895},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.29178982973098755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20440885424613953},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11349716782569885}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7297476530075073},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.7234268188476562},{"id":"https://openalex.org/C180940675","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle noise","level":3,"score":0.6998348832130432},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6879967451095581},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6217100620269775},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.5887596011161804},{"id":"https://openalex.org/C102290492","wikidata":"https://www.wikidata.org/wiki/Q7575045","display_name":"Speckle pattern","level":2,"score":0.5564899444580078},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5557597279548645},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49875903129577637},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46341603994369507},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4425892233848572},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4285881519317627},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42359355092048645},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.41747742891311646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.32467353343963623},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.298136830329895},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.29178982973098755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20440885424613953},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11349716782569885},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-32-9291-8_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-32-9291-8_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1525454909","https://openalex.org/W1559737998","https://openalex.org/W1565566802","https://openalex.org/W1604717235","https://openalex.org/W1970003143","https://openalex.org/W1974366076","https://openalex.org/W1974420926","https://openalex.org/W1996176493","https://openalex.org/W2004376198","https://openalex.org/W2027606067","https://openalex.org/W2064076387","https://openalex.org/W2064084631","https://openalex.org/W2084836553","https://openalex.org/W2086843138","https://openalex.org/W2096413230","https://openalex.org/W2111402407","https://openalex.org/W2112437734","https://openalex.org/W2122942014","https://openalex.org/W2128247256","https://openalex.org/W2129553449","https://openalex.org/W2133665775","https://openalex.org/W2142160474","https://openalex.org/W2146337213","https://openalex.org/W2151503710","https://openalex.org/W2173423263","https://openalex.org/W2173641051","https://openalex.org/W2266616465","https://openalex.org/W2269314491","https://openalex.org/W2310993978","https://openalex.org/W2330490140","https://openalex.org/W2371539992","https://openalex.org/W2402939509","https://openalex.org/W2471801048","https://openalex.org/W2508457857","https://openalex.org/W2510850936","https://openalex.org/W2588817510","https://openalex.org/W2604403460","https://openalex.org/W2741826584","https://openalex.org/W2746862302","https://openalex.org/W2752801388","https://openalex.org/W2794303346","https://openalex.org/W2937089095","https://openalex.org/W2963184277","https://openalex.org/W2964046669","https://openalex.org/W4243779876","https://openalex.org/W6600719526","https://openalex.org/W6628984506"],"related_works":["https://openalex.org/W2799624451","https://openalex.org/W3185148092","https://openalex.org/W4286648703","https://openalex.org/W2509227663","https://openalex.org/W4321369474","https://openalex.org/W2731899572","https://openalex.org/W2783495823","https://openalex.org/W3133861977","https://openalex.org/W4312417841","https://openalex.org/W2541326516"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}