{"id":"https://openalex.org/W1988447530","doi":"https://doi.org/10.1109/ic3.2014.6897155","title":"Static hand gesture recognition using stacked Denoising Sparse Autoencoders","display_name":"Static hand gesture recognition using stacked Denoising Sparse Autoencoders","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W1988447530","doi":"https://doi.org/10.1109/ic3.2014.6897155","mag":"1988447530"},"language":"en","primary_location":{"id":"doi:10.1109/ic3.2014.6897155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2014.6897155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Seventh International Conference on Contemporary Computing (IC3)","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/A5103411941","display_name":"Varun Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Kumar","raw_affiliation_strings":["Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076307665","display_name":"G. C. Nandi","orcid":"https://orcid.org/0000-0001-9417-4439"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G.C. Nandi","raw_affiliation_strings":["Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021978209","display_name":"Rahul Kala","orcid":"https://orcid.org/0000-0003-0421-5028"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rahul Kala","raw_affiliation_strings":["Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Robotics and Artificial Intelligence Laboratory, Indian Institute of Information Technology, Allahabad, India#TAB#","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"99","last_page":"104"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9948999881744385,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9915000200271606,"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/softmax-function","display_name":"Softmax function","score":0.8321961760520935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8089044690132141},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7597582340240479},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6728560924530029},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6610751152038574},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6067144274711609},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5411137938499451},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5157535076141357},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4870946407318115},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41963517665863037},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4152989685535431},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.41172170639038086},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3731882572174072}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.8321961760520935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8089044690132141},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7597582340240479},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6728560924530029},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6610751152038574},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6067144274711609},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5411137938499451},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5157535076141357},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4870946407318115},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41963517665863037},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4152989685535431},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.41172170639038086},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3731882572174072},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3.2014.6897155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3.2014.6897155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 Seventh International Conference on Contemporary Computing (IC3)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1977995219","https://openalex.org/W1981742077","https://openalex.org/W1985447331","https://openalex.org/W2025768430","https://openalex.org/W2102017903","https://openalex.org/W2113819043","https://openalex.org/W2129528758","https://openalex.org/W2136590004","https://openalex.org/W2159620287","https://openalex.org/W2181347294","https://openalex.org/W2186097230","https://openalex.org/W4249314364","https://openalex.org/W4285719527","https://openalex.org/W6675112735","https://openalex.org/W6676925370","https://openalex.org/W6685777803","https://openalex.org/W6686555639"],"related_works":["https://openalex.org/W4308478915","https://openalex.org/W4389049376","https://openalex.org/W1986488374","https://openalex.org/W3040456104","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664"],"abstract_inverted_index":{"With":[0],"the":[1,27,43,50,62,116],"advent":[2],"of":[3,29,45,49,52,115],"personal":[4],"computers,":[5],"humans":[6],"have":[7],"always":[8],"wanted":[9],"to":[10,26,60,65,83],"communicate":[11],"with":[12],"them":[13,67],"in":[14,78],"either":[15],"their":[16],"natural":[17],"language":[18],"or":[19],"by":[20,103],"using":[21],"gestures.":[22],"This":[23,40],"gave":[24],"birth":[25],"field":[28],"Human":[30],"Computer":[31],"Interaction":[32],"and":[33,93,110],"its":[34],"subfield":[35],"Automatic":[36],"Sign":[37],"Language":[38],"Recognition.":[39],"paper":[41],"proposes":[42],"method":[44],"automatic":[46],"feature":[47],"extraction":[48],"images":[51],"hand.":[53],"These":[54],"extracted":[55],"features":[56,85,132],"are":[57,81],"then":[58],"used":[59,82,138],"train":[61],"Softmax":[63],"classifier":[64],"classify":[66],"into":[68],"20":[69],"classes.":[70],"Five":[71],"stacked":[72],"Denoising":[73],"Sparse":[74],"Autoencoders":[75],"(DSAE)":[76],"trained":[77,92,128],"unsupervised":[79],"fashion":[80],"extract":[84],"from":[86],"image.":[87],"The":[88,113],"proposed":[89,117],"architecture":[90,118],"is":[91,119,122,137],"tested":[94],"on":[95,129],"a":[96,140],"standard":[97],"dataset":[98],"[1]":[99],"which":[100,121,136],"was":[101],"extended":[102],"adding":[104],"random":[105],"jitters":[106],"such":[107],"as":[108,139],"rotation":[109],"Gaussian":[111],"noise.":[112],"performance":[114],"83%":[120],"better":[123],"than":[124],"shallow":[125],"Neural":[126],"Network":[127],"manual":[130],"hand-engineered":[131],"called":[133],"Principal":[134],"Components":[135],"benchmark.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}