{"id":"https://openalex.org/W3216557077","doi":"https://doi.org/10.1109/isocc53507.2021.9613906","title":"A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration","display_name":"A Convolutional Neural Network Pipeline For Multi-Temporal Retinal Image Registration","publication_year":2021,"publication_date":"2021-10-06","ids":{"openalex":"https://openalex.org/W3216557077","doi":"https://doi.org/10.1109/isocc53507.2021.9613906","mag":"3216557077","pmid":"https://pubmed.ncbi.nlm.nih.gov/35949978"},"language":"en","primary_location":{"id":"doi:10.1109/isocc53507.2021.9613906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isocc53507.2021.9613906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International SoC Design Conference (ISOCC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9359415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003928495","display_name":"Chi\u2010Jui Ho","orcid":"https://orcid.org/0000-0002-6034-8477"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chi-Jui Ho","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100660591","display_name":"Yiqian Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiqian Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042516498","display_name":"Junkang Zhang","orcid":"https://orcid.org/0000-0003-2121-1467"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junkang Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102719190","display_name":"Truong Q. Nguyen","orcid":"https://orcid.org/0000-0002-5022-063X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Truong Nguyen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026538956","display_name":"Cheolhong An","orcid":"https://orcid.org/0000-0003-2821-7386"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cheolhong An","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003928495"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.2785,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59008684,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2021","issue":null,"first_page":"27","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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":1.0,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9957000017166138,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7859867811203003},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7605593204498291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7515536546707153},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7462387084960938},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6385685205459595},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6046704649925232},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5052521824836731},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49313920736312866},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4837684631347656},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4339447021484375},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4154990613460541},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06883645057678223}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7859867811203003},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7605593204498291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7515536546707153},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7462387084960938},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6385685205459595},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6046704649925232},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5052521824836731},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49313920736312866},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4837684631347656},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4339447021484375},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4154990613460541},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06883645057678223},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/isocc53507.2021.9613906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isocc53507.2021.9613906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 18th International SoC Design Conference (ISOCC)","raw_type":"proceedings-article"},{"id":"pmid:35949978","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35949978","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International SoC Design Conference. International SoC Design Conference","raw_type":null},{"id":"pmh:ark:/13030/qt8n88d7pk","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt8n88d7pk","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/8n88d7pk","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9359415","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9359415","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int SoC Des Conf","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:9359415","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9359415","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int SoC Des Conf","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1677409904","https://openalex.org/W2085261163","https://openalex.org/W2768360176","https://openalex.org/W2775929773","https://openalex.org/W2782139454","https://openalex.org/W2847088336","https://openalex.org/W2890374903","https://openalex.org/W2963674285","https://openalex.org/W2970544419","https://openalex.org/W3016040160","https://openalex.org/W3043075211","https://openalex.org/W6637400245"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W4293226380","https://openalex.org/W2357409937","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2580722822","https://openalex.org/W2772305933","https://openalex.org/W1486338765"],"abstract_inverted_index":{"A":[0],"sequence":[1,20],"of":[2,11,60,106],"images":[3],"is":[4,87],"usually":[5,24],"captured":[6],"to":[7,34,89],"observe":[8],"the":[9,57,61,72,84,100,104],"change":[10,105],"health":[12],"status":[13],"in":[14],"medical":[15],"diagnosis.":[16],"However,":[17],"an":[18],"image":[19,48,78,107],"taken":[21],"over":[22,109],"year":[23],"suffers":[25],"from":[26],"severe":[27,90],"deformation,":[28],"making":[29],"it":[30],"time-consuming":[31],"for":[32,46],"physicians":[33],"match":[35],"corresponding":[36],"patterns.":[37],"In":[38],"this":[39],"paper,":[40],"we":[41,70],"propose":[42],"a":[43],"coarse-to-fine":[44],"pipeline":[45],"retinal":[47],"registration":[49,102],"based":[50],"on":[51],"convolutional":[52],"neural":[53],"network.":[54],"By":[55],"leveraging":[56],"three":[58],"components":[59],"pipeline:":[62],"feature":[63],"matching,":[64],"outlier":[65],"rejection,":[66],"and":[67,74,96],"local":[68],"registration,":[69],"recover":[71],"deformation":[73,91],"accurately":[75],"align":[76],"multi-temporal":[77],"sequences.":[79],"Experimental":[80],"results":[81],"show":[82],"that":[83],"proposed":[85,101],"network":[86],"robust":[88],"as":[92,94],"well":[93],"illumination":[95],"contrast":[97],"variations.":[98],"With":[99],"pipeline,":[103],"patterns":[108],"time":[110],"can":[111],"be":[112],"identified":[113],"through":[114],"visual":[115],"analysis.":[116]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
