{"id":"https://openalex.org/W4400233761","doi":"https://doi.org/10.1109/iscas58744.2024.10558127","title":"Robust DNA Image Storage Decoding with Residual CNN","display_name":"Robust DNA Image Storage Decoding with Residual CNN","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400233761","doi":"https://doi.org/10.1109/iscas58744.2024.10558127"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10558127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10558127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5016118395","display_name":"Cihan Ruan","orcid":null},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Ruan","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057791685","display_name":"Liang Huai Yang","orcid":"https://orcid.org/0000-0002-4297-4845"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["Nankai University,College of Software,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University,College of Software,Tianjin,China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101390868","display_name":"Rongduo Han","orcid":"https://orcid.org/0009-0007-5157-4660"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rongduo Han","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090473298","display_name":"Shan Gao","orcid":"https://orcid.org/0000-0003-1066-0531"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Gao","raw_affiliation_strings":["Nankai University,College of Life Sciences,Tianjin,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nankai University,College of Life Sciences,Tianjin,China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057865121","display_name":"Haoyu Wu","orcid":"https://orcid.org/0000-0001-9618-7268"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoyu Wu","raw_affiliation_strings":["Roku, Inc.,San Jose,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roku, Inc.,San Jose,CA,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018686979","display_name":"Nam Ling","orcid":"https://orcid.org/0000-0002-5741-7937"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Ling","raw_affiliation_strings":["Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Santa Clara University,Department of Computer Science and Engineering,Santa Clara,CA,USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.95660001039505,"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/decoding-methods","display_name":"Decoding methods","score":0.6809397339820862},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6601447463035583},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5530275106430054},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43515855073928833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3616066873073578},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3168533742427826}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6809397339820862},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6601447463035583},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5530275106430054},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43515855073928833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3616066873073578},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3168533742427826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas58744.2024.10558127","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10558127","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2025383314","https://openalex.org/W2134566370","https://openalex.org/W2154468535","https://openalex.org/W2162980030","https://openalex.org/W2514873987","https://openalex.org/W2592122940","https://openalex.org/W2600663018","https://openalex.org/W2788257106","https://openalex.org/W2802636841","https://openalex.org/W2897609915","https://openalex.org/W2950008143","https://openalex.org/W2962809499","https://openalex.org/W2963904325","https://openalex.org/W2964101377","https://openalex.org/W2989744057","https://openalex.org/W3001660245","https://openalex.org/W3009792616","https://openalex.org/W3037026856","https://openalex.org/W3042993760","https://openalex.org/W3045842254","https://openalex.org/W3110884558","https://openalex.org/W3116747061","https://openalex.org/W3198323901","https://openalex.org/W3214254250","https://openalex.org/W4220959919","https://openalex.org/W4360611676","https://openalex.org/W4384947598","https://openalex.org/W6735672169","https://openalex.org/W6766721572"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"DNA":[0,43,60,68,99,112,141],"storage":[1,6,69,100],"is":[2,22,37],"a":[3,38,133],"promising":[4],"data":[5,17,30],"method":[7,87,131],"with":[8,127],"high":[9,27],"density,":[10],"durability,":[11],"and":[12,32,54,70,104,114,137],"easy":[13],"maintenance,":[14],"ideal":[15],"for":[16,47,58],"archiving.":[18],"However,":[19],"wide-scale":[20],"adoption":[21],"hindered":[23],"by":[24],"challenges":[25],"like":[26],"synthesis":[28],"costs,":[29],"loss,":[31],"I/O":[33],"complexities.":[34],"Addressing":[35],"robustness":[36,48],"primary":[39],"concern":[40],"in":[41,67,98,111,140],"advancing":[42],"storage.":[44,142],"Traditional":[45],"strategies":[46],"rely":[49],"on":[50],"increasing":[51],"redundancy,":[52],"replicas,":[53],"error-correction":[55],"codes":[56],"(ECC)":[57],"each":[59],"sequence":[61],"strand.":[62],"Given":[63],"the":[64,71,89],"unpredictable":[65],"errors":[66],"associated":[72],"costs":[73],"of":[74],"absolute":[75],"accuracy,":[76],"we\u2019ve":[77],"embraced":[78],"an":[79,85],"error-tolerance":[80],"approach.":[81],"This":[82],"paper":[83],"introduces":[84],"innovative":[86],"utilizing":[88],"residual":[90],"Convolutional":[91],"Neural":[92],"Network":[93],"(CNN)":[94],"during":[95],"image":[96,138],"decoding":[97],"to":[101],"combat":[102],"noise":[103],"enhance":[105],"robustness.":[106],"We":[107],"simulated":[108],"compressed":[109],"images":[110],"sequences":[113],"restored":[115],"them":[116],"using":[117],"our":[118],"network,":[119],"achieving":[120],"commendable":[121],"peak":[122],"signal-to-noise":[123],"ratios":[124],"(PSNR)":[125],"even":[126],"lower-quality":[128],"images.":[129],"Our":[130],"offers":[132],"balance":[134],"between":[135],"redundancy":[136],"quality":[139]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
