{"id":"https://openalex.org/W4386615660","doi":"https://doi.org/10.1109/icip49359.2023.10223125","title":"Self-Supervised Denoising of Optical Coherence Tomography with Inter-Frame Representation","display_name":"Self-Supervised Denoising of Optical Coherence Tomography with Inter-Frame Representation","publication_year":2023,"publication_date":"2023-09-11","ids":{"openalex":"https://openalex.org/W4386615660","doi":"https://doi.org/10.1109/icip49359.2023.10223125"},"language":"en","primary_location":{"id":"doi:10.1109/icip49359.2023.10223125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10223125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","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/A5054631247","display_name":"Zhengji Liu","orcid":"https://orcid.org/0000-0003-0457-3028"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Zhengji Liu","raw_affiliation_strings":["The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114081451","display_name":"T. Law","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tsz-Kin Law","raw_affiliation_strings":["The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031380605","display_name":"Jizhou Li","orcid":"https://orcid.org/0000-0002-7399-1349"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jizhou Li","raw_affiliation_strings":["City University of Hong Kong,School of Data Science,Hong Kong SAR","School of Data Science, City University of Hong Kong, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong,School of Data Science,Hong Kong SAR","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"School of Data Science, City University of Hong Kong, Hong Kong SAR","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017221303","display_name":"Chi Ho To","orcid":"https://orcid.org/0000-0002-1938-8397"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chi-Ho To","raw_affiliation_strings":["The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR","Centre for Eye and Vision Research (CEVR), Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Centre for Eye and Vision Research (CEVR), Hong Kong SAR","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030764102","display_name":"Rachel Ka Man Chun","orcid":"https://orcid.org/0000-0001-6978-0963"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Rachel Ka-Man Chun","raw_affiliation_strings":["The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Hong Kong SAR","Centre for Eye and Vision Research (CEVR), Hong Kong SAR","School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University,School of Optometry,Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Research Centre for SHARP Vision (RCSV), The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Centre for Eye and Vision Research (CEVR), Hong Kong SAR","institution_ids":[]},{"raw_affiliation_string":"School of Optometry, The Hong Kong Polytechnic University, Hong Kong SAR","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5054631247"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11669272,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3334","last_page":"3338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":1.0,"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.8283944725990295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7429214715957642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.704124927520752},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6332281827926636},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5301429033279419},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5283392667770386},{"id":"https://openalex.org/keywords/coherence","display_name":"Coherence (philosophical gambling strategy)","score":0.47635555267333984},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.46951907873153687},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.4629242420196533},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4117427170276642},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38620829582214355},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2698337733745575},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1881195306777954},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1549530327320099},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07019782066345215}],"concepts":[{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.8283944725990295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7429214715957642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.704124927520752},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6332281827926636},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5301429033279419},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5283392667770386},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.47635555267333984},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.46951907873153687},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.4629242420196533},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4117427170276642},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38620829582214355},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2698337733745575},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1881195306777954},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1549530327320099},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07019782066345215},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip49359.2023.10223125","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip49359.2023.10223125","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335055","display_name":"Health and Medical Research Fund","ror":"https://ror.org/03qh32912"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1536680647","https://openalex.org/W1970003143","https://openalex.org/W2032476163","https://openalex.org/W2032872662","https://openalex.org/W2048278407","https://openalex.org/W2094222278","https://openalex.org/W2269314491","https://openalex.org/W2464708700","https://openalex.org/W2508146847","https://openalex.org/W2793146153","https://openalex.org/W2894857791","https://openalex.org/W2919070891","https://openalex.org/W2963263347","https://openalex.org/W2980107940","https://openalex.org/W3046117255","https://openalex.org/W3085038231","https://openalex.org/W3112976132","https://openalex.org/W3119088399","https://openalex.org/W3127776762","https://openalex.org/W3188436466","https://openalex.org/W4200139572","https://openalex.org/W4249736682","https://openalex.org/W4283276172","https://openalex.org/W6631190155","https://openalex.org/W6726497184","https://openalex.org/W6749271710"],"related_works":["https://openalex.org/W2323668004","https://openalex.org/W2348498086","https://openalex.org/W3093461874","https://openalex.org/W2063232638","https://openalex.org/W1000914229","https://openalex.org/W3021342607","https://openalex.org/W2488331324","https://openalex.org/W970126872","https://openalex.org/W127177386","https://openalex.org/W2052131104"],"abstract_inverted_index":{"Spectral-domain":[0],"optical":[1],"coherence":[2],"tomography":[3],"(SD-OCT)":[4],"is":[5,12,66],"a":[6,29,51,99,103,127],"high-speed":[7],"ocular":[8],"imaging":[9,63],"technology":[10],"that":[11],"commonly":[13],"employed":[14],"in":[15,37],"eye":[16],"examinations":[17],"to":[18,106],"visualize":[19],"the":[20,24,40,79,85,108],"back":[21],"structures":[22],"of":[23,31,84],"eyes.":[25],"OCT":[26,54,111,131,149],"volume":[27,128],"containing":[28,129],"sequence":[30],"cross-sectional":[32],"images":[33,57],"can":[34,121],"be":[35,59,122],"captured":[36],"seconds.":[38],"However,":[39],"low":[41,109],"signal-to-noise":[42],"ratio":[43],"(SNR)":[44],"prevents":[45],"accurate":[46],"result":[47],"interpretation.":[48],"To":[49],"obtain":[50],"high":[52],"SNR":[53,110],"volume,":[55],"numerous":[56],"must":[58],"averaged":[60],"at":[61],"each":[62],"depth,":[64],"which":[65],"time-consuming.":[67],"Subjects,":[68],"especially":[69],"children,":[70],"who":[71],"have":[72],"short":[73],"attention":[74],"spans,":[75],"may":[76],"significantly":[77],"hinder":[78],"data":[80],"collection":[81],"procedure.":[82],"Most":[83],"current":[86],"algorithms":[87],"focus":[88],"on":[89,147],"single-frame":[90],"processing":[91],"without":[92],"using":[93],"inter-frame":[94],"information.":[95],"Here":[96],"we":[97],"developed":[98],"lightweight":[100],"3D-UNet":[101],"with":[102,139],"self-supervised":[104],"strategy":[105],"denoise":[107],"volume.":[112],"This":[113],"method":[114,135],"does":[115],"not":[116],"require":[117],"noisy-clean":[118],"pairs":[119],"and":[120,143],"accomplished":[123],"by":[124],"simply":[125],"measuring":[126],"multiple":[130],"images.":[132],"The":[133],"proposed":[134],"improves":[136],"image":[137],"quality":[138],"structural":[140],"details":[141],"preserved":[142],"achieves":[144],"state-of-the-art":[145],"performance":[146],"real":[148],"datasets.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
