[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-183521-105":59,"doc-detail-183521-en":131},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":124,"head_meta":126,"extra_data":128,"updated_unix":130},105,"en","hand-gesture-recognition","Hand Gesture Recognition","","This document outlines the process of hand gesture recognition, detailing key stages from pre-processing to classifier construction. It emphasizes the sequential steps involved in analyzing and interpreting hand movements for various technological applications. The content covers feature generation, selection, and extraction, crucial elements for differentiating gestures. The construction of a classifier is presented as the final phase, enabling the system to recognize and respond to specific hand gestures. This structured approach is vital for developing robust gesture-controlled interfaces and advanced human-computer interaction systems.",{"@graph":69,"@context":123},[70,84,106],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":30,"@type":76,"position":81},"https://docshare.wps.com/document/technology/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/hand-gesture-recognition/183521/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/hand-gesture-recognition/183521.png","ImageObject",300,407,{"name":92,"@type":93},"Aria","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-15","2026-09-02",true,{"@type":102,"interactionType":103,"userInteractionCount":105},"InteractionCounter",{"@type":104},"ViewAction",11,{"@type":107,"mainEntity":108},"FAQPage",[109,115,119],{"name":110,"@type":111,"acceptedAnswer":112},"What are the main stages in hand gesture recognition?","Question",{"text":113,"@type":114},"The main stages include pre-processing, feature generation, feature selection, feature extraction, and classifier construction.","Answer",{"name":116,"@type":111,"acceptedAnswer":117},"What is the purpose of pre-processing in hand gesture recognition?",{"text":118,"@type":114},"Pre-processing aims to clean and prepare the raw gesture data for further analysis, often involving noise reduction and normalization.",{"name":120,"@type":111,"acceptedAnswer":121},"What is the final step in the hand gesture recognition process?",{"text":122,"@type":114},"The final step is classifier construction, where a model is built to accurately recognize and classify different hand gestures based on extracted features.","https://schema.org",{"og:url":83,"og:type":125,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":127,"canonical":83},"index,follow",{"doc_id":129,"site_id":62},183521,1788353020,{"code":4,"msg":5,"data":132},{"doc_id":129,"user_id":133,"nickname":92,"user_avatar":134,"doc_module":4,"category_id":29,"category_name":30,"doc_title":65,"doc_description":67,"doc_content":135,"file_id":136,"file_url":137,"file_type":138,"file_size":139,"view_count":105,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":105,"language":140,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":141,"faqs":142,"seo_title":143,"seo_description":67,"update_tm":130,"read_time":144},2336464648322,"https://ap-avatar.wpscdn.com/avatar/2200025388227c56fec?_k=1778556882303663488","| Hand gesture recognition |  |\n| --- | --- |\n|  |  |\n| Pre-pr | ocessing |\n|  |  |\n| Feature g | eneration |\n|  |  |\n| Feature | selection |\n|  |  |\n| Feature | extraction |\n|  |  |\n| Classifier construction |  |","cbCaijru6G7S0enT","https://ap.wps.com/l/cbCaijru6G7S0enT","pdf",646446,"English","# Hand gesture recognition\n## Pre-processing\n## Feature generation\n## Feature selection\n## Feature extraction\n## Classifier construction","[{\"question\":\"What are the main stages in hand gesture recognition?\",\"answer\":\"The main stages include pre-processing, feature generation, feature selection, feature extraction, and classifier construction.\"},{\"question\":\"What is the purpose of pre-processing in hand gesture recognition?\",\"answer\":\"Pre-processing aims to clean and prepare the raw gesture data for further analysis, often involving noise reduction and normalization.\"},{\"question\":\"What is the final step in the hand gesture recognition process?\",\"answer\":\"The final step is classifier construction, where a model is built to accurately recognize and classify different hand gestures based on extracted features.\"}]","Hand Gesture Recognition | PDF",28]