{"id":"https://openalex.org/W4399881018","doi":"https://doi.org/10.1109/tcsvt.2024.3417812","title":"SpikeODE: Image Reconstruction for Spike Camera With Neural Ordinary Differential Equation","display_name":"SpikeODE: Image Reconstruction for Spike Camera With Neural Ordinary Differential Equation","publication_year":2024,"publication_date":"2024-06-21","ids":{"openalex":"https://openalex.org/W4399881018","doi":"https://doi.org/10.1109/tcsvt.2024.3417812"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3417812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3417812","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-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/A5103285587","display_name":"Chen Yang","orcid":"https://orcid.org/0009-0000-4052-3795"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chen Yang","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775216","display_name":"Guorong Li","orcid":"https://orcid.org/0000-0003-3954-2387"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorong Li","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100669242","display_name":"Shuhui Wang","orcid":"https://orcid.org/0000-0002-5931-0527"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhui Wang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115601581","display_name":"Li Su","orcid":"https://orcid.org/0000-0001-5358-2786"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Su","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010557705","display_name":"Laiyun Qing","orcid":"https://orcid.org/0000-0001-9923-5034"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Laiyun Qing","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028597017","display_name":"Qingming Huang","orcid":"https://orcid.org/0000-0001-7542-296X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Huang","raw_affiliation_strings":["School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Key Laboratory of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"School of Computer Science and Technology, Key Lab of Big Data Mining and Knowledge Management, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103285587"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.9077,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.70786075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"34","issue":"11","first_page":"11142","last_page":"11155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.9896000027656555,"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/T12050","display_name":"Optical Polarization and Ellipsometry","score":0.9896000027656555,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10638","display_name":"Optical measurement and interference techniques","score":0.9736999869346619,"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":0.5925187468528748},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5258715152740479},{"id":"https://openalex.org/keywords/spike","display_name":"Spike (software development)","score":0.5171570181846619},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4991626739501953},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47692009806632996},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4597246050834656},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4301992654800415},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36310020089149475}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5925187468528748},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5258715152740479},{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.5171570181846619},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4991626739501953},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47692009806632996},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4597246050834656},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4301992654800415},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36310020089149475},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3417812","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3417812","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4199693610","display_name":null,"funder_award_id":"62236008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7801426869","display_name":null,"funder_award_id":"61931008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8752815154","display_name":null,"funder_award_id":"62272438","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2016574277","https://openalex.org/W2132870234","https://openalex.org/W2144187604","https://openalex.org/W2612342510","https://openalex.org/W2945944624","https://openalex.org/W2947156405","https://openalex.org/W2953823547","https://openalex.org/W2962785568","https://openalex.org/W2963093735","https://openalex.org/W2963782415","https://openalex.org/W2964554711","https://openalex.org/W3034856145","https://openalex.org/W3035051775","https://openalex.org/W3035719652","https://openalex.org/W3091703563","https://openalex.org/W3096376821","https://openalex.org/W3096482987","https://openalex.org/W3110636989","https://openalex.org/W3116496135","https://openalex.org/W3173799069","https://openalex.org/W3175557532","https://openalex.org/W3195504409","https://openalex.org/W3203806565","https://openalex.org/W3204512785","https://openalex.org/W3215657816","https://openalex.org/W4214745154","https://openalex.org/W4220742826","https://openalex.org/W4224267514","https://openalex.org/W4226086166","https://openalex.org/W4285601398","https://openalex.org/W4312609965","https://openalex.org/W4312710102","https://openalex.org/W4313133517","https://openalex.org/W4382466093","https://openalex.org/W4382468860","https://openalex.org/W4385486227","https://openalex.org/W4387831678","https://openalex.org/W4387969099","https://openalex.org/W6752307458","https://openalex.org/W6761675101","https://openalex.org/W6767407717","https://openalex.org/W6767877913","https://openalex.org/W6788990321"],"related_works":["https://openalex.org/W2174331923","https://openalex.org/W2050175337","https://openalex.org/W2329992713","https://openalex.org/W3050304047","https://openalex.org/W2317338006","https://openalex.org/W2385487847","https://openalex.org/W2062974934","https://openalex.org/W2385476654","https://openalex.org/W2904960904","https://openalex.org/W2348832753"],"abstract_inverted_index":{"The":[0,53],"recently":[1],"invented":[2],"retina-inspired":[3],"spike":[4,21,107],"camera":[5],"has":[6],"shown":[7],"great":[8],"potential":[9],"for":[10],"capturing":[11],"dynamic":[12,64,86],"scenes.":[13],"However,":[14],"reconstructing":[15,43],"high-quality":[16],"images":[17,45],"from":[18,133],"the":[19,28,33,62,75,85,96,105,117,121,124,127,131],"binary":[20],"data":[22],"remains":[23],"a":[24,39,70,79,92,142,146],"challenge":[25],"due":[26],"to":[27,42,50,60,83,119,153],"existence":[29],"of":[30,56,66,99,126],"noises":[31],"in":[32,69,78],"camera.":[34],"This":[35],"paper":[36],"proposes":[37],"SpikeODE,":[38],"novel":[40],"approach":[41],"clear":[44],"by":[46],"exploring":[47],"temporal-spatial":[48],"correlation":[49],"depress":[51],"noises.":[52],"main":[54],"idea":[55],"our":[57,161],"method":[58,162],"is":[59,102],"restore":[61],"continuous":[63],"process":[65,87],"real":[67],"scenes":[68],"latent":[71,97],"space":[72],"and":[73,111,130,136],"learn":[74,154],"temporal":[76],"correlations":[77,122],"fine-grained":[80],"manner.":[81],"Furthermore,":[82],"model":[84],"more":[88],"effectively,":[89],"we":[90,140],"design":[91],"conditional":[93],"ODE":[94,118],"where":[95],"state":[98],"each":[100,151],"timestamp":[101,129],"conditioned":[103],"on":[104],"observed":[106],"data.":[108],"Subsequently,":[109],"forward":[110],"backward":[112],"inferences":[113],"are":[114],"conducted":[115],"through":[116],"investigate":[120],"between":[123],"representation":[125],"target":[128],"information":[132],"both":[134],"past":[135],"future":[137],"contexts.":[138],"Additionally,":[139],"incorporate":[141],"Unet":[143],"structure":[144],"with":[145],"pixel-wise":[147],"attention":[148],"mechanism":[149],"at":[150],"level":[152],"spatial":[155],"correlations.":[156],"Experimental":[157],"results":[158],"demonstrate":[159],"that":[160],"outperforms":[163],"state-of-the-art":[164],"methods":[165],"across":[166],"several":[167],"metrics.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}