{"id":"https://openalex.org/W3127789803","doi":"https://doi.org/10.1109/iciis51140.2020.9342716","title":"Hand Gesture Recognition with Gaussian Scaling and Kirsch Edge Rotation","display_name":"Hand Gesture Recognition with Gaussian Scaling and Kirsch Edge Rotation","publication_year":2020,"publication_date":"2020-11-26","ids":{"openalex":"https://openalex.org/W3127789803","doi":"https://doi.org/10.1109/iciis51140.2020.9342716","mag":"3127789803"},"language":"en","primary_location":{"id":"doi:10.1109/iciis51140.2020.9342716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis51140.2020.9342716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS)","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/A5064144239","display_name":"Satya Narayan","orcid":"https://orcid.org/0000-0001-7681-4500"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satya Narayan","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015414891","display_name":"Santosh Kumar Vipparthi","orcid":"https://orcid.org/0000-0002-5672-3537"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. K. Vipparthi","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082371419","display_name":"Arka Prokash Mazumdar","orcid":"https://orcid.org/0000-0002-7421-7646"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"A.P. Mazumdar","raw_affiliation_strings":["Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Malaviya National Institute of Technology, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83205935"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17938099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"258","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9876000285148621,"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/T10057","display_name":"Face and Expression Recognition","score":0.9729999899864197,"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":0.7446032166481018},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.739687442779541},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7093883156776428},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6850425601005554},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6154521703720093},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5920782089233398},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5889385342597961},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5151470899581909},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5131829380989075},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5003230571746826},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4997520446777344},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.46767672896385193},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46576714515686035},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.46383342146873474},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.4633425176143646},{"id":"https://openalex.org/keywords/concatenation","display_name":"Concatenation (mathematics)","score":0.45524922013282776},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.43251392245292664},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.42748379707336426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17415031790733337},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16057148575782776}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7446032166481018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.739687442779541},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7093883156776428},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6850425601005554},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6154521703720093},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5920782089233398},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5889385342597961},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5151470899581909},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5131829380989075},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5003230571746826},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4997520446777344},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.46767672896385193},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46576714515686035},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.46383342146873474},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.4633425176143646},{"id":"https://openalex.org/C87619178","wikidata":"https://www.wikidata.org/wiki/Q126002","display_name":"Concatenation (mathematics)","level":2,"score":0.45524922013282776},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.43251392245292664},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.42748379707336426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17415031790733337},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16057148575782776},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/iciis51140.2020.9342716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciis51140.2020.9342716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference on Industrial and Information Systems (ICIIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1677409904","https://openalex.org/W1969183114","https://openalex.org/W1972868332","https://openalex.org/W1987217463","https://openalex.org/W2003370853","https://openalex.org/W2014197416","https://openalex.org/W2017745767","https://openalex.org/W2019831869","https://openalex.org/W2097462649","https://openalex.org/W2106145073","https://openalex.org/W2107012990","https://openalex.org/W2143759379","https://openalex.org/W2147141800","https://openalex.org/W2151103935","https://openalex.org/W2152548630","https://openalex.org/W2153635508","https://openalex.org/W2161522250","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2791977337","https://openalex.org/W2892191868","https://openalex.org/W2916197620","https://openalex.org/W2962884594","https://openalex.org/W3017387083","https://openalex.org/W4293768955","https://openalex.org/W4298293431","https://openalex.org/W6637400245","https://openalex.org/W6747220615"],"related_works":["https://openalex.org/W2071599417","https://openalex.org/W2048716406","https://openalex.org/W1870444468","https://openalex.org/W2979608518","https://openalex.org/W1964725559","https://openalex.org/W1971646133","https://openalex.org/W3109748140","https://openalex.org/W2045053268","https://openalex.org/W2767833206","https://openalex.org/W2433492094"],"abstract_inverted_index":{"Hand":[0],"gesture":[1,20,138],"recognition":[2],"is":[3,44,57,76,89],"a":[4,14],"vital":[5],"aspect":[6],"of":[7,32,53,81,100,121],"robotic":[8],"vision":[9],"models.":[10],"This":[11],"paper":[12],"presents":[13],"fusion":[15],"based":[16],"approach":[17,56],"for":[18,136],"hand":[19,70,137],"recognition.":[21,139],"In":[22],"this":[23],"approach,":[24],"we":[25,95],"first":[26],"extract":[27,62],"the":[28,48,54,79,97,128,133],"Gaussian":[29],"scale":[30],"space":[31],"an":[33],"image":[34],"and":[35,65,113,124],"compute":[36],"features":[37],"on":[38,47,103,127],"different":[39],"scales.":[40],"Kirsch's":[41],"convolution":[42],"mask":[43],"then":[45],"applied":[46],"feature":[49,74],"map.":[50],"The":[51,72,84,115],"aim":[52],"proposed":[55,101,116],"to":[58],"remove":[59],"unwanted":[60],"information":[61],"scale,":[63],"rotation,":[64],"illumination":[66],"invariant":[67],"patterns":[68],"from":[69],"gestures.":[71],"final":[73],"vector":[75],"aggregated":[77],"through":[78],"concatenation":[80],"multiscale":[82],"histograms.":[83],"Support":[85],"Vector":[86],"Machine":[87],"classifier":[88],"demonstrated":[90],"using":[91],"extracted":[92],"features.":[93],"Moreover,":[94],"calculate":[96],"progress":[98],"efficiency":[99],"methods":[102],"three":[104],"distinct":[105],"databases":[106,130],"by":[107],"conducting":[108],"experiments":[109],"viz,":[110],"Thomson,":[111],"Bochum,":[112],"HGRI.":[114],"method":[117],"achieves":[118],"classification":[119],"accuracies":[120],"94.25%,":[122],"92.77%,":[123],"95.78%":[125],"respectively":[126],"investigated":[129],"that":[131],"outperform":[132],"existing":[134],"approaches":[135]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}