{"id":"https://openalex.org/W3015801139","doi":"https://doi.org/10.1109/icassp40776.2020.9054191","title":"Self-Supervised Deep Learning for Fisheye Image Rectification","display_name":"Self-Supervised Deep Learning for Fisheye Image Rectification","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015801139","doi":"https://doi.org/10.1109/icassp40776.2020.9054191","mag":"3015801139"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5085435103","display_name":"B. T. Chao","orcid":"https://orcid.org/0000-0002-4581-6850"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Brian Chao","raw_affiliation_strings":["National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034995250","display_name":"Pin-Lun Hsu","orcid":"https://orcid.org/0000-0002-5600-6239"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pin-Lun Hsu","raw_affiliation_strings":["National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040508737","display_name":"Hung-yi Lee","orcid":"https://orcid.org/0000-0002-9654-5747"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hung-Yi Lee","raw_affiliation_strings":["National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090045508","display_name":"Yu-Chiang Frank Wang","orcid":"https://orcid.org/0000-0002-2333-157X"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chiang Frank Wang","raw_affiliation_strings":["National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Department of Electrical Engineering,Taipei,Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085435103"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":2.0517,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.88904013,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2248","last_page":"2252"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9994000196456909,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/image-warping","display_name":"Image warping","score":0.8565495610237122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7823905944824219},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7406659126281738},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.7370147705078125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6971420049667358},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5698582530021667},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5426850914955139},{"id":"https://openalex.org/keywords/image-translation","display_name":"Image translation","score":0.4767932891845703},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.46350663900375366},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4587353765964508},{"id":"https://openalex.org/keywords/rectification","display_name":"Rectification","score":0.4536033868789673},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44233253598213196},{"id":"https://openalex.org/keywords/image-rectification","display_name":"Image rectification","score":0.4181548058986664},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4136825501918793}],"concepts":[{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.8565495610237122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7823905944824219},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7406659126281738},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.7370147705078125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6971420049667358},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5698582530021667},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5426850914955139},{"id":"https://openalex.org/C2779757391","wikidata":"https://www.wikidata.org/wiki/Q6002292","display_name":"Image translation","level":3,"score":0.4767932891845703},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.46350663900375366},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4587353765964508},{"id":"https://openalex.org/C50942859","wikidata":"https://www.wikidata.org/wiki/Q4967193","display_name":"Rectification","level":3,"score":0.4536033868789673},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44233253598213196},{"id":"https://openalex.org/C171614847","wikidata":"https://www.wikidata.org/wiki/Q1262415","display_name":"Image rectification","level":4,"score":0.4181548058986664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4136825501918793},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054191","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W136050693","https://openalex.org/W398859631","https://openalex.org/W603908379","https://openalex.org/W764651262","https://openalex.org/W967544008","https://openalex.org/W1500997466","https://openalex.org/W1968810062","https://openalex.org/W2021581587","https://openalex.org/W2054489417","https://openalex.org/W2075544016","https://openalex.org/W2079406957","https://openalex.org/W2103569660","https://openalex.org/W2782533531","https://openalex.org/W2796773185","https://openalex.org/W2798943056","https://openalex.org/W2804078698","https://openalex.org/W2959131783","https://openalex.org/W2962793481","https://openalex.org/W2962947361","https://openalex.org/W2964019233","https://openalex.org/W2979543786","https://openalex.org/W3096831136","https://openalex.org/W3099625182","https://openalex.org/W3148140980","https://openalex.org/W6618372016","https://openalex.org/W6625168331","https://openalex.org/W6734074887","https://openalex.org/W6752378368"],"related_works":["https://openalex.org/W2372715484","https://openalex.org/W2755641224","https://openalex.org/W2380251249","https://openalex.org/W2375893148","https://openalex.org/W139502281","https://openalex.org/W2392564394","https://openalex.org/W2001283968","https://openalex.org/W2126960140","https://openalex.org/W2371038066","https://openalex.org/W2370721955"],"abstract_inverted_index":{"To":[0],"rectify":[1],"fisheye":[2,33,70],"distortion":[3,28],"from":[4,30,67],"a":[5,15],"single":[6,69],"image,":[7],"we":[8],"advance":[9],"self-supervised":[10,54],"learning":[11,18,55],"strategies":[12],"and":[13,36,47,76,81],"propose":[14],"unique":[16,45],"deep":[17],"model":[19],"of":[20,32,83],"Fisheye":[21],"GAN":[22],"(FE-GAN).":[23],"Our":[24,73],"FE-GAN":[25],"learns":[26],"pixel-level":[27],"flow":[29],"sets":[31],"distorted":[34],"images":[35],"distortion-free":[37,64],"ones":[38],"(but":[39],"not":[40],"requiring":[41],"such":[42,52],"correspondences),":[43],"with":[44],"cross-rotation":[46],"intra-warping":[48],"consistency":[49],"introduced.":[50],"With":[51],"novel":[53],"techniques,":[56],"our":[57,84],"FEGAN":[58],"is":[59],"able":[60],"to":[61],"recover":[62],"the":[63,68,79],"image":[65,71,93],"directly":[66],"input.":[72],"experiments":[74],"quantitatively":[75],"qualitative":[77],"confirm":[78],"effectiveness":[80],"robustness":[82],"proposed":[85],"model,":[86],"which":[87],"performs":[88],"favorably":[89],"against":[90],"recent":[91],"GAN-based":[92],"translation":[94],"models.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
