{"id":"https://openalex.org/W4413147586","doi":"https://doi.org/10.1109/cvpr52734.2025.00584","title":"Self-Supervised Learning for Color Spike Camera Reconstruction","display_name":"Self-Supervised Learning for Color Spike Camera Reconstruction","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4413147586","doi":"https://doi.org/10.1109/cvpr52734.2025.00584"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr52734.2025.00584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.00584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","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/A5039574432","display_name":"Yanchen Dong","orcid":"https://orcid.org/0000-0001-8011-7193"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanchen Dong","raw_affiliation_strings":["Peking University,School of Computer Science"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Computer Science","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013727612","display_name":"Ruiqin Xiong","orcid":"https://orcid.org/0000-0001-9796-0478"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqin Xiong","raw_affiliation_strings":["Peking University,School of Computer Science"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Computer Science","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079412089","display_name":"Xiaopeng Fan","orcid":"https://orcid.org/0000-0002-9660-3636"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Fan","raw_affiliation_strings":["Harbin Institute of Technology,School of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology,School of Computer Science and Technology","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048087489","display_name":"Zhaofei Yu","orcid":"https://orcid.org/0000-0002-6913-7553"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaofei Yu","raw_affiliation_strings":["Peking University,Institute for Artificial Intelligence"],"affiliations":[{"raw_affiliation_string":"Peking University,Institute for Artificial Intelligence","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023918894","display_name":"Yonghong Tian","orcid":"https://orcid.org/0000-0002-2978-5935"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Tian","raw_affiliation_strings":["Peking University,School of Computer Science"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Computer Science","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058066577","display_name":"Tiejun Huang","orcid":"https://orcid.org/0000-0002-4234-6099"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiejun Huang","raw_affiliation_strings":["Peking University,School of Computer Science"],"affiliations":[{"raw_affiliation_string":"Peking University,School of Computer Science","institution_ids":["https://openalex.org/I20231570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039574432"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":1.3104,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84113116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"6231","last_page":"6240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.786300003528595,"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/T10638","display_name":"Optical measurement and interference techniques","score":0.786300003528595,"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":0.7685999870300293,"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"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.7300999760627747,"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/spike","display_name":"Spike (software development)","score":0.8397289514541626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7134688496589661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7133890986442566},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.580201268196106},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43349146842956543}],"concepts":[{"id":"https://openalex.org/C2781390188","wikidata":"https://www.wikidata.org/wiki/Q25203449","display_name":"Spike (software development)","level":2,"score":0.8397289514541626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134688496589661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7133890986442566},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.580201268196106},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43349146842956543},{"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/cvpr52734.2025.00584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr52734.2025.00584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Spike":[0],"camera":[1,7],"is":[2,31,134],"a":[3,26,63,82,157,161],"kind":[4],"of":[5,36,96,105,114,147],"neuromorphic":[6],"with":[8,70,184,189],"ultra-high":[9],"temporal":[10,153],"resolution,":[11],"which":[12],"can":[13,180],"capture":[14,23],"dynamic":[15],"scenes":[16],"by":[17],"continuously":[18],"firing":[19],"spike":[20,38,43,54,68,90,124,163,174],"signals.":[21],"To":[22],"color":[24,27,49,73,107,117,182],"information,":[25],"filter":[28],"array":[29],"(CFA)":[30],"employed":[32],"on":[33,170],"the":[34,37,52,88,93,102,115,119,123,139,145,148,167],"sensor":[35],"camera,":[39],"resulting":[40],"in":[41,150],"Bayer-pattern":[42,89,173],"streams.":[44],"How":[45],"to":[46,100,110,165],"restore":[47,181],"high-quality":[48],"images":[50,183],"from":[51],"binary":[53],"signals":[55,125],"remains":[56],"challenging.":[57],"In":[58],"this":[59],"paper,":[60],"we":[61,80,143],"propose":[62,99,156],"motion-guided":[64],"reconstruction":[65],"method":[66,179],"for":[67,87],"cameras":[69],"CFA,":[71],"utilizing":[72,160],"layout":[74],"and":[75,152,155],"estimated":[76],"motion":[77,84,94,120],"information.":[78],"Specifically,":[79],"develop":[81],"joint":[83],"estimation":[85],"pipeline":[86],"stream,":[91],"exploiting":[92],"consistency":[95],"channels.":[97],"We":[98],"estimate":[101],"missing":[103],"pixels":[104,113],"each":[106],"channel":[108],"according":[109],"temporally":[111],"neighboring":[112],"corresponding":[116],"along":[118],"trajectory.":[121],"As":[122],"are":[126,195],"read":[127],"out":[128],"at":[129,197],"discrete":[130],"time":[131],"points,":[132],"there":[133],"quantization":[135],"noise":[136,149],"that":[137,177],"impacts":[138],"image":[140],"quality.":[141],"Thus,":[142],"analyze":[144],"correlation":[146],"spatial":[151],"domains":[154],"self-supervised":[158],"network":[159],"masked":[162],"encoder":[164],"handle":[166],"noise.":[168],"Experiments":[169],"real-world":[171],"captured":[172],"streams":[175],"show":[176],"our":[178],"better":[185],"visual":[186],"quality,":[187],"compared":[188],"state-of-the-art":[190],"methods.":[191],"The":[192],"source":[193],"codes":[194],"available":[196],"https://github.com/csycdong/SSL-CSC.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}