{"id":"https://openalex.org/W2515375631","doi":"https://doi.org/10.1109/icip.2016.7532633","title":"Performance improvement of deep learning based gesture recognition using spatiotemporal demosaicing technique","display_name":"Performance improvement of deep learning based gesture recognition using spatiotemporal demosaicing technique","publication_year":2016,"publication_date":"2016-08-17","ids":{"openalex":"https://openalex.org/W2515375631","doi":"https://doi.org/10.1109/icip.2016.7532633","mag":"2515375631"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2016.7532633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","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/A5034424989","display_name":"Paul K. J. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Paul K. J. Park","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012465136","display_name":"Baek Hwan Cho","orcid":"https://orcid.org/0000-0001-7722-5660"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Baek Hwan Cho","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041582983","display_name":"Jin Man Park","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Man Park","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031483606","display_name":"Kyoobin Lee","orcid":"https://orcid.org/0000-0003-4299-4923"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyoobin Lee","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635330","display_name":"Ha Young Kim","orcid":"https://orcid.org/0000-0001-5115-9984"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ha Young Kim","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016775664","display_name":"Hyo Ah Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyo Ah Kang","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030787102","display_name":"Hyun Goo Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Goo Lee","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102152500","display_name":"Jooyeon Woo","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jooyeon Woo","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109239995","display_name":"Yohan Roh","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yohan Roh","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033744083","display_name":"Won Jo Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won Jo Lee","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107699132","display_name":"Chang-Woo Shin","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Chang-Woo Shin","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100709541","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0001-5632-4408"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110936759","display_name":"Hyunsurk Ryu","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunsurk Ryu","raw_affiliation_strings":["Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea"],"affiliations":[{"raw_affiliation_string":"Samsung Electronics, SAIT, Yeongtong-gu, Suwon-si, Korea","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5034424989"],"corresponding_institution_ids":["https://openalex.org/I2250650973"],"apc_list":null,"apc_paid":null,"fwci":1.169,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.85260208,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1624","last_page":"1628"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9983000159263611,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9968000054359436,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.8141747713088989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8074042797088623},{"id":"https://openalex.org/keywords/demosaicing","display_name":"Demosaicing","score":0.7197590470314026},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6778306365013123},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6373327970504761},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6362791657447815},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.5916144847869873},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5451738834381104},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.526726245880127},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4810236096382141},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4726898968219757},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42075324058532715},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2983442544937134},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.23451140522956848},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.13323798775672913},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.063222736120224}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8141747713088989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8074042797088623},{"id":"https://openalex.org/C27624317","wikidata":"https://www.wikidata.org/wiki/Q263499","display_name":"Demosaicing","level":5,"score":0.7197590470314026},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6778306365013123},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6373327970504761},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6362791657447815},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.5916144847869873},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5451738834381104},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.526726245880127},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4810236096382141},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4726898968219757},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42075324058532715},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2983442544937134},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.23451140522956848},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.13323798775672913},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.063222736120224},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip.2016.7532633","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2016.7532633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Image Processing (ICIP)","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":17,"referenced_works":["https://openalex.org/W1653846008","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1932481952","https://openalex.org/W1971752093","https://openalex.org/W1978841398","https://openalex.org/W2006487439","https://openalex.org/W2062171519","https://openalex.org/W2064675550","https://openalex.org/W2124929138","https://openalex.org/W2295370754","https://openalex.org/W2296481874","https://openalex.org/W2949117887","https://openalex.org/W2962835968","https://openalex.org/W6637241121","https://openalex.org/W6637373629","https://openalex.org/W6638667902"],"related_works":["https://openalex.org/W2060561905","https://openalex.org/W1417711376","https://openalex.org/W2080784917","https://openalex.org/W2294473561","https://openalex.org/W1998512593","https://openalex.org/W2044092692","https://openalex.org/W2614621130","https://openalex.org/W4289655544","https://openalex.org/W2547665164","https://openalex.org/W3103111272"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,75],"novel":[3],"method":[4,69],"for":[5],"the":[6,27,32,59],"demosaicing":[7,29],"of":[8,16,36,50],"event-based":[9],"images":[10],"that":[11],"offers":[12],"substantial":[13],"performance":[14,73],"improvement":[15],"far-distance":[17],"gesture":[18],"recognition":[19,78],"based":[20],"on":[21],"deep":[22],"Convolutional":[23],"Neural":[24],"Network.":[25],"Unlike":[26],"conventional":[28],"technique":[30],"using":[31],"spatial":[33],"color":[34],"interpolation":[35],"Bayer":[37],"patterns,":[38],"our":[39],"new":[40,68],"approach":[41],"utilizes":[42],"spatiotemporal":[43],"correlation":[44],"between":[45],"pixel":[46],"arrays,":[47],"whereby":[48],"timestamps":[49],"high-resolution":[51],"pixels":[52],"are":[53],"efficiently":[54],"generated":[55],"in":[56],"real-time":[57],"from":[58],"event":[60],"data.":[61],"In":[62],"this":[63,67],"paper,":[64],"we":[65],"describe":[66],"and":[70],"evaluate":[71],"its":[72],"with":[74],"hand":[76],"motion":[77],"task.":[79]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
