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(肢势触摸IC)设想的根本概念以及肢势辨认的发展进程

2015年08月30日      点击:120

(肢势触摸IC彩客网)设想的根本概念以及肢势辨认的发展进程

  XIANGDIANJI(clicks)SHIGUIPINGTAIDEZHONGXIN,QINGDIAN(taps)SHICHUPENGPINGTAIDEZHONGXINNEIYANGZI,YONGSHOUZUOZISHI(gestures)SHIKinectYINGYONGSHOUXUDEZHONGXIN。HETUXINGYONGHUJIEMIANZHONGDESHUMAJIAOHUBUYIYANG,YONGSHOUZUOZISHISHISHISHISHENGCUNZHONGCUNZAIDEDONGZUO。JIARUMEIYOUDIANNAOWOMENJIUBUBISHUBIAO,BUGUOMEILEKinect,YONGSHOUZUOZISHIYIJIUCUNZAI。CONGLINGYIFANGMIANJIANG,YONGSHOUZUOZISHISHIQIJUZHONGJIANRENYURENZHIJIANHUXIANGJIAOLIUDEYIXIAOPI。YONGSHOUZUOZISHINENGGOUJIAQIANGYANSHUODESHIXINFULI,NENGGOUYONGLAIZHEZHONGTICHUHECHUANJIAOQINGYI。XIANGJUSHOUHUIDONG(waving)HAISHIDIANBO(pointing)ZHEIXIEGEYONGSHOUZUOZISHIDOUSHIMOUZHONGWUSHENGDEYANSHUO。


KinectYINGYONGSHOUXUDEYUSHEHEYANFAZHEDEDANRENDEGONGZUOJIUSHIJIANGZHEIXIEGESHISHISHENGCUNZHONGCUNZAIDEYONGSHOUZUOZISHIZHAOSHEDAOJISUANJIJIAOHUZHONGQUYIFENGDARENDEXIANGFA。SHIYANCONGSHUBIAOHUOCHUPENGSHIDEGUIYUSHEYIZHIJIYUYONGSHOUZUOZISHIDETIANRANJIAOHUJIEMIANYAOZUOZHONGDUOBANGONG。XISHOUYIWANG30JINIANLAIDUIYUZHEIYIBINGNIANDEYANTAO,YIJICONGYIDIANKinect for XboxDETIGANYOUXIZHONGQUDEYIDIANYUSHELINIAN,JISUANJIGONGCHENGSHIHEJIAOHUYUSHESHIYIKUAIERWEIKinectKAICHUANGLEYIXILIEXINDEYONGSHOUZUOZISHIKU。


BENWENJIANGHUISHAOJIEYONGHUTIYANRENSHIDEYIDIANZHISHI,BINGSHANGYIZENMEYANGJIANGYONGSHOUZUOZISHIYINGYONGDAOKinectYINGYONGSHOUXUZHONG。WOMENJIANGZHANLANKinectZENMEYANGZUOWEITIANRANJIAOHUJIEMIAN(Natural User )DERENJIJIAOHUBANXINGDEYIXIAOPI。WOMENJIANGSHANGYIYIDIANJUTIDEYUNYONGKinectLAISHIXINGYONGSHOUZUOZISHIBIANBIEJIJIAOHUDELIZI。GENGGUANJINDESHI,JIANGHUIYILANYIDIANYIJINGZUOWEIKinectYONGSHOUZUOZISHIBIANBIEKUZHONGDEYONGSHOUZUOZISHI。


1. 啥子是用手做姿势


彩客网ZAIHENDUOBUYIYANGDEXUEKEZHONG,YONGSHOUZUOZISHI(gesture)YOUZHEQIDUYOUTEBIEDEHANYI,YOUKENENGZHEIXIEGEHANYIZHIJIANYOUMOUXIEYITONG。ZAIYISHULINGYU,YONGSHOUZUOZISHIBEIYONGLAIFENGDATIAOWUZHONGZUIFUBIAODALIDEJUBU,YOUQISHIZAIYAZHOUTIAOWUYISHUZHONG,YONGSHOUZUOZISHIBEIZUOWEIMOUXIEZONGJIAOFUHAOHAISHIXIANGZHENG。ZAIJIAOHUYUSHELINGYU,ZAIJIYUCHUPENGDETIANRANJIAOHUJIEMIANZHONGYONGSHOUZUOZISHIHECAOKONGYOUFEICHANGDACHABIE。


YISHANGZHEIXIEGEJIESHIMINGBAIYONGSHOUZUOZISHIZAIBUYIYANGDEXUEKELINGYUDOUYOUZIGEERDUYOUTEBIEDEHANYI。ZAIXUESHULINGYUDOUDASUANDUIYONGSHOUZUOZISHIDINGYIYIGECHOUXIANGDEGAINIAN。ZAIYONGHUTIYANRENSHIYUSHELINGYUYUNYONGZUIGUANGFANDEGUANYUYONGSHOUZUOZISHIDEDINGYIZHENDEEric Hulteen HEGord Kurtenbach 1990NIANKANFADEYIPIANMINGWEIRENJIJIAOHUZHONGDEYONGSHOUZUOZISHI(Gestures in Human-Computer Communication),DINGYIRUXIASUOSHU:”YONGSHOUZUOZISHISHISHENBANZIDEYUNDONG,TALIMIANHANYOUYIDIANXINXI。JUSHOUHUIDONGFENBIESHIYIZHONGYONGSHOUZUOZISHI。QIAODAJIANPANBUSHIYONGSHOUZUOZISHI,YOUYUYONGSHOUZHITOUDEYUNDONGQUQIAODAANNIUMEIYOUBEIZIXICHAKAN,YEBUGUANJIN,TAZHIBIAOXIANDEJIANPANBEIANXIAZHEIDONGBUDONGZUO。(A gesture is a motion of the body that contains information. Waving goodbye is a gesture. Pressing a key on a  is not a gesture because the motion of a finger on its way to hitting a key is neither observed nor significant. All that matters is which key was pressed)”


ZHEIGEDINGYIJIQUANSHILESHAZISHIYONGSHOUZUOZISHIYEQUANSHILESHAZIBUSHIYONGSHOUZUOZISHI。XIANGZHEIMEDEXIAYIGEZHENGSHIDEDINGYIYIBANYOULIANGGEFANGMIANDEJIANNAN,JIYAOFANGZHITAIJUTIYEYAOFANGZHITAICHOUXIANG。JIARUYIGEDINGYITAIJUTI-RU,DINGYIMOUXIANGJISHU-YOUKENENGHUISUIZHEUIJISHUDEBIANDONGHUIBIANDEMANGMANG。ZUOWEIYIZHONGXUESHUDINGYIERBUSHIYICHANGJIANDEYONGCHUWEIJICHUDEDINGYI,TAYEWUBIZUGOUPUTONG,KUANGQIEHEHUHAISHISHUOGUANGDADEYANTAOJIGOUXIANQIANYIKANFAZAIHCIDEYANTAOCHENGGUOJIYISHUZHONGFUHAOXUE。LINGYIFANGMIAN,DINGYIGUOYUKUANFAN,YEHUIYOUYOUWUYAOJINJIZHONGYAODEFENGXIAN:JIARUYIQIEDOUSHIYIZHONGZISHI,NEIMOJIUSHAZIDOUBUSHILE。


Eric Hulteen HEGord KurtenbachGUANYUYONGSHOUZUOZISHIDEDINGYIDEHEXINZAIYUYONGSHOUZUOZISHINENGGOUYONGLAIJIAOLIU,YONGSHOUZUOZISHIDEYIYIZAIYUJIANGPINGERBUSHIZHIXING。


彩客网YOUQUERDESHIJIANGYUJIANGHEXINGJINGYINRUDAORENJIJIAOHUJIEKOUZHONGLAI,ZHEISHIYIZHONGCHEDIDEBIANFA。WOMENYUJISUANJIJIAOHUYUYINBIANWEIWUSHENGDEYUYAN(mute):WOMENJINGGUODIANBOHEYONGSHOUZUOZISHIERBUSHIYUYANYUJISUANSHESHISHIXINGGOUTONG。DANGHEJISUANJISHIXINGJIAOHUSHI,WOMENDIANJIJIANPANANNIUHUOCHUPENGYINGMU。WOMENFANGFOHAOXIANGGENGXIHUANZHEIZHONGFANGSHIDEJINGYINTONGXINZONGRANXIANSHIDEJISHUNENGGOUZHICHIGENGJIANDANDEYUYINZHILING。WOMENBUYONGYOUCAOZUO(manipulation)DELIQI,HEXUNIDEDUIXIANGERBUSHIZHENSHIDEWUTISHIXINGJIAOHU,GUERMEIYOUZHANGJIUXING。YUNDONGBIANCHENGWANQUANDEYONGSHOUZUOZISHI。


JIYUEric Hulteen HEGord KurtenbachDEDINGYI,WOMENDOUQINGCHUSHAZISHI UI CAOZUO ——DUANSHIJIANZHINEIBUSHIYIZHONGYONGSHOUZUOZISHI ——LEJIESHAZISHIYONGSHOUZUOZISHIYIJIYONGSHOUZUOZISHIBIAODA"ZHONGDA"XINGJINGHAISHIFUHAOHAISHIYOUFEICHANGDADEJIANNAN。YIDONGJIAOHUDEHANYISHISHAZI?YONGSHOUZUOZISHISHIXINGGOUTONGHEYUYANSHIXINGGOUTONGDEZUIBIAOMIANHUABUYIYANGSHISHAZI?WOMENZUOYONGSHOUZUOZISHIDEXIANGZHENGYIYIWANGWANGHENCHOUXIANGJIANDAN。


彩客网ZAIRENJIJIAOHULINGYU,YONGSHOUZUOZISHIYIBANBEIZUOWEIFENGDAYIDIANJIANDANDEZHILINGERBUSHIJIAOLIUMOUXIESHIQINGDEZHENSHIQINGKUANG、MIAOXIEWENTIHAISHICHENSHUOXIANGFA。YUNYONGYONGSHOUZUOZISHICAOZUODIANNAOYIBANSHIZHISHISHIDE,ZHEIYIBANBUSHIXUDUORENYUNYONGYONGSHOUZUOZISHIDEMUBIAO。LIRU,JUSHOUHUIDONG(wave)ZHEIDONGBUDONGZUO,ZAISHISHISHIJIEZHONGYIBANSHIDAZHAOHUDEYIZHONGXINGSHI,BUGUOZHEIZHONGDAZHAOHUDEXINGSHIZAIRENJIJIAOHUZHONGQUEBUTAICHANGYONG。YIBANSHOUCIXIESHOUXUTONGLIHUIXIANLU“hello”,DANWOMENDUIHEDIANNAODAZHAOHUBINGBUYOUXINGZHI。


BUGUO,ZAIYIGEBUDEKONGDEFANGUAN,JUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHIYOUKENENGJIUYOUBUYIYANGDEHANYILE。DANGXIANGPAOTANGERDEZHAOSHOUSHI,YOUKENENGSHIYAOYINKAISHIPAOTANGERDEZHUYI,XUQIUTAMENGONGJIFUWU。ZAIJISUANJIZHONG,YAOYINDONGJISUANJIZHUYIYOUSHIYEYOUQITEBIEYIYI,PIRU,JISUANJIXIUMIANSHI,PUTONGDOUHUIQIAODAJIANPANHAISHIYIDONGSHUBIAOLAIHUANXING,YITISHIJISUANJI“ZHUYI”。DANGYUNYONGKinectSHI,KEYIYUNYONGGENGJIAZHIGUANDEXINGSHI,JIUXINGSHAOLIANGPAIBAOGAOCHENSHUATANGGENEIYANGZI,TAIQISHUANGSHOU,HAISHIJIANDANDECHAOJISUANJIHUIJUSHOUHUIDONG,JISUANJIBIANHUICONGXIUMIANZHUANGKUANGHUANXING。


ZAIRENJIJIAOHULINGYU,YONGSHOUZUOZISHIYIBANYOUYIDIANHANYI,BIAODAYOUYIRANGMOUXIESHIWUFASHENG。YONGSHOUZUOZISHISHIYIZHONGZHILING。DANGJINGGUOSHUBIAOHAISHICHUKONGBANQUDIANJIUIJIEMIANSHANGDEANJIANSHI,WOMENQIWANGANJIANHUIBEICHUDONGYINFAQISHENHOUDESHIQING。YIBAN,ANJIANSHANGHUIYOUYIGEBIAOQIANLAIZHISHIANJIANDEGONGNENGRU:ZHESHOU、XIAOCHU、CHANGKAI、GUANBI。WOMENDEYONGSHOUZUOZISHICAOZUOJIUSHIXIANGYAOCHENGGONGSHIXIANZHEIXIEGESHIQING。


SHANGTOUDEDINGYIZHONGDEDI1DIANERKEYIDECHU,YONGSHOUZUOZISHIDELINGYIGEDUTEDEDIFANGSHIBIJIAOSUIXIN(arbitrary)。YONGSHOUZUOZISHIYOUKUANGDINGDELINGYU,NEIMOZAIGAILINGYUYIWAIMEIYOUBULUNSHENMEYIYI。LINGRENJINGQIDESHICHUKAIZHIXIANG(pointing)HESONGJIANBANG(shurg),RENLEIKEXUEJIAMEIYOUFAJUEBULUNSHENMEWUPINWOMENKEYICHENGZHIWEIYIZHONGTONGYONGDEYONGSHOUZUOZISHI。BUGUO,ZAIJISUANJIDEUIZHONG,ZHIXIANG(pointing)YIBANBEIJUEDESHIZHIJIECAOZUOYOUYUTASHEJIGENZONG,TONGSHISONGJIANBANGDEHANYITAIWEIMIAOERFEICHANGBUHAOBIANREN。YINWEIZHEIGE,WOMENXIANGYAOYUNYONGDEBULUNSHENMEKinectYONGSHOUZUOZISHIWUBIJIYUYINGYONGSHOUXUDEYONGHU HEYINGYONGSHOUXUDEYUSHEHEYANFAZHEZHIJIANJIUMOUZHONGYONGSHOUZUOZISHIDAIBIAODEHANYIDEDAOWANQUANYIYANG。


彩客网YOUYUYONGSHOUZUOZISHISHIZIYIDE(arbitrary)SUOYITAMENYESHIJIYUYUEDINGDE(conventional)。YINGYONGSHOUXUDEYUSHEZHEWUBIFENGGAOYONGHUZHENGZAIYUNYONGDEYONGSHOUZUOZISHIDEYIYI,HAISHISHIZHEIXIEGEYONGSHOUZUOZISHISHIYUEDINGSUCHENGDAJIADOUXIAODEDE。ZHEIGEZHIWAI,ZHEIXIEGEYUEDINGBUSHIJIYUYUYANWENHUA,ERSHIDUIYIQUERENDEJISHUGUIZE。WOMENXIAODEZENMEYANGYUNYONGSHUBIAO (XINGJINGXUEXI) BINGBUSHIYOUYUZHEISHIWOMENYIJINGCONGWOMENDEWENHUADAORUDEWUPIN,ERSHIYOUYUZHEISHIJIYUTEBIEZHIDINGDETUXINGYONGHUJIEMIANDEKUAWENHUAYUEDING。YIYANGDI,WOMENXIAODEZENMEYANGDIANJIHUOHUADONGZHIQIANGSHOUJI,BUSHIYOUYUZHEIXIEGEDOUSHIWENHUADEYUEDING,ERSHIYOUYUZHEIXIEGEDOUSHIKUAWENHUATIANRANYONGHUJIEMIANXIANGYUEDING。YOUQUERDESHI,WOMENZAIYIDINGCHENGDUSHANGXIAODEZENMEYANGDIANJIPINGBANDIANNAO,YOUYUWOMENCENGJINGXUEXILEZENMEYANGYUNYONGSHUBIAOLUOJI。JISHUYUEDINGZHIJIANKEYIHUXIANGZHUANHUA,ZHEISHIYOUYUYUJIANGHEYONGSHOUZUOZISHIKEYIJINGGUOBUYIYANGDEYUJIANGHEWENHUAZHIJIANLAIGAIHUAN。


彩客网BUGUO,YONGSHOUZUOZISHIDEZHEIZHONGZIYIXINGHEJIYUYUEDINGDETEBIEDEXINGZHIYEDAILAILEQUJIEXING(misunderstanding),ZHEISHIZAIYUSHEBULUNSHENMEYONGHUJIEMIAN,TEBIESHIXIANGKinectZHEIMEDEMEIYOUBULUNSHENMEYUXIANSHEDINGHAODECAOZUOYUEDINGDEYONGHUJIEMIANSHIXUQIUGUANXINZHUSHIDEFENGXIAN。JIUXIANGZAIYOUDIANGUODU,HANSHOUBIAODAFOUJUEYAOTOUBIAODAYOUKENENG。YONGSHOUZUOZISHI,HAISHIBULUNSHENMESHENBANZIDEYUNDONG,DOUKENENGMENGSHENGQUJIE。


ZONGZHI,ZAIRENJIJIAOHULINGYU,YONGSHOUZUOZISHISHI:




  • BIAOXIANYIZHONGJIANDANDEZHISHI



  • TIANRANSHENGCHENGYOUSUIXINXING



  • JIYUMOUZHONGXIEDING



  • YOUKENENGBEIQUJIE


ZHUYI:SHIJIDEZHIJIECAOZUO(manipulation)BUSHIYONGSHOUZUOZISHI。


2. 天然交互界面(NUI)


SHANGYIYONGSHOUZUOZISHIERBUSHANGYITIANRANYONGHUJIEMIANXIANRANCANQUE。TIANRANYONGHUJIEMIANSHIYIXILIEJISHUDEHEJI,TAHANGAI:YUYINBIANBIE,DUODIANCHUKONGYIJIDAZHIXIANGSIKinectDEDONGGANJIAOHUJIEMIAN,TAHEWindowsHEMacsCAOZUOXITONGZHONGSHUBIAOHEJIANPANJIAOHUZHEIZHONGHENCHANGJIANTUXINGJIAOHUJIEMIANBUYIYANG。JIUXIANGTUXIANGJIAOHUJIEMIANHEZHIQIANDEQIMINGCHENGXINGJIAOHUJIEMIANBUYIYANGNEIYANGZI。


彩客网TIANRANJIAOHUJIEMIANTIANRANZAINALINI?ZAOQITIANRANJIAOHUJIEMIANDEFAQIZHEJUEDEJIAOHUJIEMIANDEYUSHEYINGDANGDUIYONGHUSHIFENZHIGUAN,YUNYONGYONGHUXIANTIANBIANHUIDEXINGJINGLAISHIXINGJIAOHUCAOZUO。TADEMUDESHIBUBICAOZUOYOUTUBIAOHEDIANCAIDANGOUCHENGDEJIYUGUI DEYINGYONGSHOUXUJIEMIAN,YOUYUZHEIZHONGJIEMIANYIBANJUBEIDOUJUNDEXUEXIQUXIAN。XIANGFAN,LIXIANGHUADEZHUANGKUANGSHI,YONGHUYINGDANGNENGGOUZOUDAOYINGYONGSHOUXUMIANQIAN,JIUNENGGOUQIYONGTA。ZAIYIWANGDEJINIANLISUIZHECHUPENGGONGNENGDEZHIQIANGSHOUJIHEPINGBANDIANNAODELIUXING,JIANJIANDAITILEJIANPANSHUBIAO,DANGWOMENKANJIANHAIZIMENQIBUDAOBULUNSHENMECHUPENGPINGSHESHIQIANMIAN,YONGSHOUQUCHUPENGTA,QIWANGTADEXIANGYING,ZAIZHEIYIDIANERSHANGKANZHEIYILINIANYIJINGCHENGGONGSHIXIAN。


彩客网GURANTIANRANYONGHUJIEMIANDETIANRANXINGFANGFOHAOXIANGSHIZHIJIECAOZUODEZUIJIAXIEZHAO,DANGYUNYONGSHOUZHITOULAISHIXINGCHUPENGJIAOHUSHI,XIANTIANTIANRANHEHOUTIANXUEXIXINGJINGZHIJIANDEDUILIBEITUPO。YIDIANYONGSHOUZUOZISHI,RUQINGCHUYINGMU,ZAIMOUZHONGYIYISHANGJIUSHIXIANTIANBIANHUIDEDONGZUO。QITADEDONGZUOPIRUSHUOSHUANGJI,QUDEDIANJIERHOUTUOLADENG,MEIYOUXIANTIANBIANHUI。BINGQIESUIZHEBUYIYANGDESHESHIZHIZUOSHANGZHESHOUZHICHIBUYIYANGCHUPENGYONGSHOUZUOZISHI,WEILEYAODEXIANGTONGDEYONGSHOUZUOZISHIZAIBUYIYANGDECHUPENGPINGTAISHANGYOUXIANGTONGDEYIYIHEXINGJING,WEIMOUXIEYONGSHOUZUOZISHIDINGYIYIDIANYUEDINGXIANDEGENGJIAGUANJIN。


TIANRANYONGHUJIEMIAN(NUI)DETIANRANXINGGENGDUODESHIYIZHONGXIANGDUITIANRANDEGAINIAN。DUIYUNUIDEGENGXIANDAIDELEJIESHOUBill BuxtonSUOYINGXIANG。TAJUEDENUIJIEMIANDEYUSHECHONGFENLIYONGLEYONGHUYUXIANBIANHUIDEJINENG,YONGHUHEUISHIXINGJIAOHUJUEDEHENTIANRAN,YAODETAMENSHENZHIYUWANGLESHICONGNAERXUEDAOZHEIXIEGEHEUISHIXINGJIAOHUSUOXUDEJINENGDE。HUANYANZHI,SHOUCICAOZUOSHI,WOMENMEIXIANGDAODEQILAIWOMENYIQIANXUEGUOZHEIXIEGEZHISHI。LIRU,QINGDIAN(tap)ZHEIGEYONGSHOUZUOZISHIZAOPINGBANDIANNAOHESHOUJIZHONGYUNYONGDEHENCISHUDUO,ZHEIGEJINENGSHICONGWOMENZHIQIANZAICHUANTONGDERENJIJIAOHUJIEMIANSHANGYUNYONGSHUBIAOLAIZHIXIANGBINGDIANJIMOUYIGEJIEMIANSHANGDEYUANSUXUELAIDE。DIANJI(click)HEQINGDIAN(tap)DEZUIZHUYAOCHABIEZAIYU,DIANJIXUQIUSHUBIAO,DUIYUCHUPENGPING,BUBILINGWAIDESHESHI,ZHIXIAOYONGSHOUZHITOUQINGQINGCHUPENGYIXIAZIYINGMUJIUKEYILE。


彩客网ZHEIYINCHULETIANRANYONGHUJIEMIANDELINGYIGEDUTEDEDIFANG。YONGHUHEJISUANJIZHIJIANDEJIAOHUKANQILAIBUBIBULUNSHENMEZHONGJIE,ZHEIZHONGHUDONGDEZHONGJIESHIBUKEYIJIANDE。LIRU,ZAIYUYINBIANBIEJIEMIANZHONG,RENJIJIAOHUSHIJINGGUOJUBEIFUZADIANZIGUOLINQUZAODEMAIKEFENGCHENGGONGSHIXIANDE,QINEILIYOUJIEXIFAYINYUYIDANYUANDEGEZHONGSUANFA,JIANGZHEIXIEGEYUYICHUANJIAOJIQITARUANJIANLAISHIXINGJIANGTEBIEZHIDINGDEDUANYUQUANSHIWEIZHISHI,BINGJIANGGAIZHISHIZHAOSHEDAOMOUZHONGRUANJIANGONGNENGCAOZUO。BUGUO,NEILIDEZHEIYIQIE,DUIYONGHUSHIBUKEYIJIANDE。DANGYONGHUDUIJISUANJISANFAZHEIMEDEZHISHI,"HEI,ZHUYIWO",TAHUIJUEDEJISUANJIYUANXIANGDAZHIXIANGSIDABUFENSHURENDEBENNENGNEIYANGZIDEXIANGYINGZHEIGEZHISHI。


彩客网TIANRANYONGHUJIEMIANDE YILAIYUXIANYANZHISHIHEBUBIZHONGJIEDEJIAOHUZHEILIANGGETEDIANBIAOZHISHIMEIYIZHONGNUIJIEMIANDEBINGJIANTEDIANBIAOZHI,QITAFANGMIANRUCHUPENG,YUYINHEDONGTAIJIAOHUJIEMIANZEYINSHESHIDEBUYIYANGERGEYI。DAOXIANZAIWEIZHI,DABUFENSHUGUANYUNUIDEYUSHEDOUSHIJIYUDUODIANCHUKONGTIYANRENSHIDE。ZHEIJIUSHIWEIHEMIANQIANDUIYUYONGSHOUZUOZISHIDEBIAOZHUNDINGYISHINEIYANGZIDINGYIDE。TASHIJIANGDUODIANCHUPENGDECHANGJINGSHIXINGGAIZHENGBINGJIANGYONGSHOUZUOZISHIHECAOZUOQUBIEKAILAI。


彩客网GUANYUYONGSHOUZUOZISHI(gesture)HECAOZUO(manipulation)DEZHENGBIANYECUNZAIYUYUYINJIAOHUJIEMIANZHONG,ZHISHIDENGTONGYUYONGSHOUZUOZISHI,YUYINDENGTONGYUZHIJIECAOZUO,ZAIDONGTAIJIAOHUJIEMIANZHONG,JIANGSHOUHAISHISHENBANZIZHUIZONGZHANLANZAIKESHIHUAJIEMIANSHANGSHOUHESHENBANZIDEYUNDONGDENGTONGYUZHIJIECAOZUO。ZIYOUFANGSHIDEYUNDONGXIANGJUSHOUHUIDONGZHEIDONGBUDONGZUOJIUGUISHUYONGSHOUZUOZISHI。


BUGUOKinectHAIYOUDISANZHONGJIAOHUJIEMIAN,TAHECHUPENGHEYUYINJIAOHUBUYIYANG。NEIJIUSHANGYIPIANWENZHANGZHONGSUOJIANGDEZITAI(pose),ZITAISHISHENBANZIDEMOUYIXIAOPIHEQITAJUBUZHIJIANDEYIZHONGJINGTAIGUANXI,TABUSHIYUNDONGDE。KinectZHONGDEZITAIHEQIJUZHONGDEZITAISHITONGYANGDE,LIRU,ZUOBEISHENCHU45DUBIAODAJIANGXIANSHIDECHUANGHUBIANWEIHUODONGDEJIAOHUCHUANGTI,YOUBEISHENCHU45DUHAISHI135DUBIAODAQIANZHIGUNXINGGONGJULAN。


彩客网EWAI,JIAOHUXINGSHIKEYICONGYIPINLEIXINGDEJIAOHUJIEMIANGAIHUANDAOEWAIYIZHONGJIAOHUJIEMIAN。YIANJIANWEILI,ANJIANSHIJISHANGJIUSHIYIGEFUHAO,ZHEISHIYIGEXIANYANDETUXINGYONGHUJIEMIAN。CONGZUIJIBENDEGONGNENGLAIJIANG,ANJIANJIUSHIYIGEJINGGUOSHUBIAODIANJIZAIYIGEKESHIHUAYUANSUDESHUQIHAISHITUXIANGSHANGBEICHUDONGYINFAYIDIANZHISHIDEGONGJU。ZAIYIWANG15NIAN,ANJIANBEIZUOWEIRENJIJIAOHUJIEMIANDEYIGEJICHENGJUBU,BEIGAIHUANDAODUODIANCHUPENGJIEMIAN,YIJIKinectYONGHUJIEMIANZHONGLAI。


彩客网TIANRANYONGHUJIEMIANYUSHESHISUOXUNQIUDESIDESHITIANRAN,ANJIANZHENGHAOGONGJILEZHEIYIDIANER。BUGUOANJIANZAIMEIYIZHONGYONGHUJIEMIANZHONGDEGAIHUANDOUMIANDUIZHEYIDIANTIAOZHAN。


TUXINGYONGHUJIEMIANZHONGANJIANDEYIGEYIBANDETEDIANBIAOZHISHITAGONGJILEYIGEXUANFUZHUANGKUANGLAIZHISHIYONGHUGUANGBIAOYIJINGXUANTINGZAIDEANJIANSHANGFANGDEZHUNQUEWEIZHI。ZHEIZHONGXUANFUZHUANGKUANGJIANGDIAN(click)ZHEIGEDONGZUOSHISANKAILAI。XUANFUZHUANGKUANGKEYIWEIANJIANGONGJIYIDIANLINGWAIDEXINXI。DANGJIANGANJIANYIZHIDAOCHUPENGPINGJIAOHUJIEMIANSHI,ANJIANBUKEYIGONGJIXUANFUZHUANGKUANG。CHUPENGPINGJIEMIANZHINENGXIANGYINGCHUPENG。YINWEIZHEIGE,HEDIANNAOSHANGDETUXIANGYONGHUJIEBIAOQINGXING,ANJIANZHINENGGONGJI“JI”(click)CAOZUO,ERMEIYOU“DIAN”(point)DEYOUJINGYAN。


DANGJIANGANJIANYIZHIDAOJIYUKinectDEYONGHUJIEMIANSHANGSHI,ANJIANDEXINGJINGJIUBIANDEGENGJIATEBIELE。JIYUKinectDETUXINGJIEMIANZHONG,ANJIANDEXINGJINGHECHUPENGJIEMIANZHONGDEGANGHAOXIANGFAN,TAZHIGONGJILEXUANFU(hover)DE“DIAN”(point)DEYOUJINGYAN,MEIYOU“JI”(click)DEYOUJINGYAN。ANJIANZHEIZHONGGENGLINGYONGHUTIYANRENSHIYUSHEZHEJUEDEAOSANGDERUOXIANG,ZAIYIWANGDEJINIANLI,QIANGPOZUOYUSHEZHEBUDUANDEDUIKinectJIEMIANSHANGDEANJIANSHIXINGGAIJIN,YIGONGJIGENGDUOLINGQIAOGAOMINGDEXINGSHILAIDIANJISHIWUGANJUEYUANSU。ZHEIXIEGEGAIJINHANGAI:XUANTINGZAIANJIANSHANGSHIQI、JIANGBAZHANGXIANGWAITUI(ZHUOBENDILINMODIANJIYIGEANJIANDEXINGJING)DENG。


GURANCHUPENGJIEMIANYEYOUYONGSHOUZUOZISHI,DANKinect JIEMIANYOUDIANXIANGHUZUOYONGBUSHIYONGSHOUZUOZISHI,RANERRUANJIANDEYANFAHEYUSHEZHEQINGXIANGYUYI Kinect YONGSHOUZUOZISHICAOZUOZUOWEIJIAOHUJIEMIAN。ZHEIFANGFOHAOXIANGSHIYOUYUYUNYONGYONGSHOUZUOZISHIZUOWEIWULICAOZUOSHI Kinect YINGYONGSHOUXUDEZUIDADEDUTEDEDIFANG。YUCIXIANGFANDESHI,CHUPENGJIEMIANDEMAOJIANDUTEDEDIFANGSHIZHIJIECAOZUO。GURANYOUKENENGBUZHENGQUE,XUDUORENYIBANJIANGTIANRANJIAOHUJIEMIANQUFENQINGCHUWEISANLEI:YUYINJIAOHUJIEMIAN,CHUPENGJIAOHUJIEMIANHEYONGSHOUZUOZISHIJIAOHUJIEMIAN。


彩客网BUGUO,ZAIGUANYUKinectDEYOUGUANSHAOJIEWENDANGZHONG,NIHUIFAJUEYOUSHIZITAI(pose)HECAOZUO(manipulation)DOUBEIMIAOXIEWEIYONGSHOUZUOZISHI。ZHEIXIEGEDOUMEIYOUCUO。YAOJIQUDESHI,DANGWOMENSHANGYIKinectZHONGDEYIDIANZHUANMENYONGYU,RUJUSHOUHUIDONG(wave),HUADONG(swipe),WOMENHUIZUOWEIWANQUANDEYONGSHOUZUOZISHI,ERZITAIHECAOKONGZHIYOUZAIANYUYIYISHANGCAICHENGZHIWEIYONGSHOUZUOZISHI。


YISHANGDESHANGYIDOUHENGUANJIN,YOUYUWOMENHUIJINYIBUYUSHEKinectXIANGHUZUOYONGDEYUYI,WOMENJIANGZUIHOUYICHUCONGQITATUXINGJIEMIANSHANGXISHOUGUOLAIDEGUANYUANJIANDEYUYI,ERHOUSHIYANSHULIJIYUKinectDEXIANYANDEYUYI。JUSHOUHUIDONG(wave)ZHEISHIKinectZHONGWANQUANDEYONGSHOUZUOZISHI,SHIZUIZAODEZHEIZHONGSHIYAN。QIAOZHIYAJISHUYANTAOSUODEYANTAODANRENZHIWUDERENZHENGZAILIYONG Kinect LAIQUANSHIMEIGUOSHOUSHIYUYAN。XIANGFAN,QITAYANTAODANRENZHIWUDEREN,ZHENGZAILIYONG Kinect QUANSHISHENBANZIYUYAN——LINGYIZHONGYUXIANXINGCHENGDEYONGSHOUZUOZISHIHEZITAIDEGOUTONG。ZHUZHEIMELEIDEYANTAOKEYISHIWEIDUIYUNUIDEDIERCENGYANTAO。ZHEIXIEGEJIANJIANKAOJINLEQICHUNUIRENJIJIAOHUDEYUANSHIDEHUANXIANG,BUJINSHIKANBUJIAN,BINGQIENUINENGGOUZISHIHEYILEJIEWOMENDEXINGJING,ERBUSHIQIANGPOZUOWOMENLIJIEWOMENHEDIANNAODERENJIJIAOHU。


3. 用手做姿势从哪儿来


ZAIYONGSHOUZUOZISHIJIAOHUJIEMIANZHONG,WANQUANDEYONGSHOUZUOZISHI,ZITAIHEZHUIZONGYIJITAMENZHIJIANDEZUHEGOUCHENGLEJIAOHUDEJIBENZHUANMENYONGYU。DUIYUKinectLAISHUO,DAOXIANZAIWEIZHIKEYIYUNYONGDEYOU8GETONGYONGDEYONGSHOUZUOZISHI:JUSHOUHUIDONG(wave),XUANFUANJIAN(hover ),CIXIANJIAN(magnet button),TUIANJIAN(push button),CIXIHUANDENGPIAN(magnetic slide),TONGYONGZANTING(universal pause),QIANZHIGULIUTIAO(vertical scrolling)HEHUADONG(swipping)。NEILIMIANDEYIDIANZHUANMENYONGYUSHIWEIRUANZIGEERYINRUDE,YOUYIDIANSHIYOUXISHELISHANGYUSHEDE,HAIYOUYIDIANSHIKinect for PCYANFADANRENZHIWUDERENWEILEYANFAYINGYONGERYINRUDE。


彩客网HENSHAOSHIQINGZHUANGKUANGXIAHUIWEIRENJIJIAOHUJIEMIANZHUANMENYONGYUSHIXINGDINGZHI。YIBANYAOJIANGZHEI8ZHONGYONGSHOUZUOZISHIQUBIEKAILAI,BINGZAIYIDIANYINGYONGZHONGTONGYONGYEBUCHANGJIAN。XIANGFANGDESHIQINGZHUANGKUANGZAIwebZHUANMENYONGYUHESHOUJIYONGSHOUZUOZISHIZHONGYUSHEXINDEJIEMIANSHIYEHUIPENGDAO,NEILIMIANZHIYOUJUBUDEYUSHENENGGOUCHENGWEIBIAOZHUN。ZAIWANGYEYUSHELINGYU,ZOUFANGSHUIMEIYOUDENGHEGUANGBIAODONGHUALIUXINGYISHI,BINGZAIYIPIANBUNAIFANSHENGZHONGXUNJIXIAOSHI。ZAIWOJIYUSHELINGYUYINWEISHUIGUOQIYEZAICHUPENGPINGLINGYUDEZAOQIDIWEIZHEIZHONGZHUANMENYONGYUHUODELEMEIHAODEGUIFAN。SHUIGUOYINRULEYIDIANCHUPENGYONGSHOUZUOZISHIZHUANMENYONGYU,RUQINGDIAN(tap),DIANZHUBUFANG(tap and hold),HUADONGswipeJIpinch。


 



 


JIAOHUZHUANMENYONGYUXINGCHENGGUIFANYOUJIGEBANJIAOSHI。DI1GEJIUSHIWEILEQUDEHAOCHUERFANGZHIBIAOZHUNHUA。ZAI90SHIDAIHOUQIDELIULANQIDAZHANZHONG,JINGUANGEDACHANGSHANGZAIKOUTOUSHANGSHUOBIAOZHUNHUAXIEYIHENGUANJIN,BUGUOZAILIULANQIYANFASHANGYIRANBUYIDEYANFAZIGEERDEHTMLBANBEN,YIXIYINYANFAZHEYUNYONGTAMENDEJISHU。SHESHIZHIZUOSHANGKEYILIYONGSHICHANGBAZHANLVDEYOUSHILAISUODINGXIAOFEIZHE,JINGGUOZAITAMENDESHOUJISHANGCHENGGONGSHIXIANZIGEERDINGYIYUYIDECHUPING,LAITUIXINGZIGEERDEYONGSHOUZUOZISHICAOZUO。ZHEIXIEGEDOUSHIBUTIANRANDEXINGJING,YOUYUBUYIYANGCHANGSHANGDUIYUTONGYIYONGSHOUZUOZISHIDEYUYIDOUBUYIYANG,KUANGQIETAMENKANQILAIBUTIANRAN,YUNYONGBUYIYANGCHANGSHANGDECHANPINXUQIUZAIXUEXI。


彩客网LINGYIZHONGXINGCHENGGUIFANHUADEBANJIAOSHISHISHANGXIAWENYONGSHOUZUOZISHIDEZHUANLI。LIRU,SHUIGUOQIYEBUKEYIDUI“HUADONG”(swipe)CAOZUOTICHUQINGQIUZHUANLI,BUGUOTAKEYIDUI“HUADONGJIESUOSHOUJI”ZHEIGEYONGSHOUZUOZISHITICHUQINGQIUZHUANLI,ZHEIYAODEQITAQIYEXUQIUYUNYONGZHEIYIJISHUHAISHIYUSHELINIANSHIYAOBUJISHUIGUOQIYEFUCHUZHUANLIFEI,YAOBUJIANGSHUIGUOGAOSHANGFATINGYIFANGZHIZHUANLIFEI,HUOZESUOXINGBUYUNYONGZHEIYISHANGXIAWENYONGSHOUZUOZISHI。JIARUBUYUNYONGZHEIYISHANGXIAWENYONGSHOUZUOZISHI,NEIMOCHANPINJIUHUISHANGLEZHIQIANWOMENXUEXIDAOYUNYONGHENTIANRANDEXINGSHIHUADONGJIESUOSHOUJI,YINLEBOFANGQI,PINGBANDIANNAODENGZHEIYIYUEDINGLE。


彩客网ZUIZHONGYIGEBANJIAOSHISHI,YUSHEYIGEYONGSHOUZUOZISHIHENJIANNAN。YONGSHOUZUOZISHIZHUANMENYONGYUHUIWUDUIYIDIANApp StoreZHONGSHOUJIYINGYONGSHOUXUHEYouTubeZHONGSHIPINWENJIANYINGYONGSUOPENGDAODEYIDIANWENTI:XUDUORENYAOBUHUIYAOBUBUHUI。YONGSHOUZUOZISHIXUQIUSHENKESIKAOZENMEYANGDINGYIDEJIANDANYAODEXUDUORENNENGGOUQUYONG,ZHEIJIUSHIZHANGWEILILUNYILIUDEWENTI。


NEIMOSHAZIYANGDEYONGSHOUZUOZISHIZHUANMENYONGYUCAISHIHAODENI。JIARUYIGEYONGSHOUZUOZISHIBIANYUYUNYONG,NEIMOTAJIUBEIJUEDESHIYUSHELINGRENMANYIDE。ZAIJIAOHUYUSHEZHONG,YIYONGXINGYOULIANGGEFANGMIAN:KEYONG(affordance)HEFANKUI(feedback)。FANKUIJIUSHISHUOYONGHUXIAODEXIANSHIZHENGZAISHIXINGDECAOZUO。ZAIWANGYEZHONG,DIANJIANJIANHUIKANJIANANJIANYOUYIDIANERPIANYI,ZHEIJIUBIAODAJIAOHUCHENGGONG。SHUBIAOANNIUANXIASHIDESHENGXIANGZAIMOUZHONGYIYISHANGYESHIYIZHONGFANKUI,TABIAODASHUBIAOZAIBANGONG。DUIYUWinodw Phone MetroFENGGEDEJIEMIANSHANGDECITIE,YANFAZHEIJUEDEZHEIXIEGEANJIANYINGDANGZUGOUDA,YIRONGXIADAPINGMIANHUOWUTIBIAOMIANDEDAXIAODECHUPENGDIQUFANWEI,BUGUOTAMENYEJUEDEGUODADECHUPENGDIQUFANWEIHUIYAODEYONGHUCHUPENGDAODIQUFANWEIWAIMIANYEHUIBEICHUDONGYINFAZHUCEDESHIQING。EWAI,ZHUANGKUANGXINXIHAISHIMINGQUECHENGRENHUIHUAKUANGHUIZAIYINGYONGSHOUXUYINDANCHUYITIXINGYONGHUFASHENGLEYIDIANSHIWU。ZAI Xbox DEYIBIAOBANZHONG,YUNYONGKinectQIMENGSHENGDEGUANGBIAOXUANTINGZAIDEREDIANSHANGZHESHOUDONGHUABOFANG。


JIARUSHUOFANKUIFASHENGZAICAOZUOSHIXINGZHONGHAISHIZAIZHEIYIHOU,NEIMOKEYONGXING(affordance)JIUFASHENGZAICAOZUOZHIQIANLE。KEYONGXINGJIUSHIYIZHONGTIXINGHAISHIZHIDAO,FENGGAOYONGHUMOUYIGEKESHIHUAYUANSUSHIKEYIJIAOHUDE,ZHISHIYONGHUGAIYUANSUDEYONGFA。ZAIGUIJIAOHUJIEMIANZHONG,ANJIANSHINENGGOUZUIHAODEWANCHENGZHEIXIEGELINIANDEYUANSU。ANJIANJINGGUOSHUQIHAISHITUBIAOTIXINGLAIZHIXINGYIDIANHANSHUCAOZUO。GUIJIEMIANSHANGDEANJIANJINGGUOXUANFUZHUANGKUANGKEYITIXINGYONGHUQIYONGCHANG。ZUIHAODEKEYONGXING-YOUKENENGYOUXIERAOQUAN-JIUSHIYUEDINGSUCHENG。YONGHUXIAODEMOUYIGEKESHIHUAYUANSUDEYONGCHANG,YOUYUZHIQIANZAIQITAYINGYONGZHONGYUNYONGGUODAZHIXIANGSIDEKESHIHUAKONGJIAN,HAISHISHIZAIQITASHESHIZHONGZHIXINGGUODAZHIXIANGSIDECAOZUO。BUGUO,ZHEIYIDIANERDUIYUJIYUKinectDEYONGSHOUZUOZISHIJIAOHUJIEMIANLAISHUOYOUXIEJIANNAN,YOUYUYIQIEDOUSHIXINDE。


YIBANDEZUOFAJIUSHIYUNYONGJIAZUOQITALEIXINGJIAOHUJIEMIANZHONGDEYUEDING。ZAICHUPENGJIAOHUJIEMIANZHONG,YIGEQINGDIAN(tap)YONGSHOUZUOZISHIHEYIBANDESHUBIAODIANJISHIDENGTONGDE。XIANGYINGQINGDIANSHIQINGDELIANGGEKESHIHUAYUANSU,TUBIAOHEANJIAN,YEBEIYUSHEDEHECHUANTONGDEGUIJIEMIANSHANGDETUBIAOHEANJIANTONGYANG,LAIDADAOTIXINGYONGHUGAIYUANSUDEXIAOYONGZHEIYIMUBIAO。KinectYEYUNYONGANJIANHETUBIAOLAIYAODEYONGHUNENGGOUGENGJIARONGYIYUNYONG。YOUYUKinectJIBENSHANGSHIJIYU”DIAN”(pointing)ERYUANSHENGBUZHICHI“JI”(clicking)。ZAICIZHIQIAN,RUANJIANJIEMIANYUSHEZHEHEYANFAZHEDEXIAOHAODEQIANLEZHONGDUOJINGSHENLILAIDUIYONGSHOUZUOZISHIJIAOHUJIEMIANSHIXINGDINGZHIYICHENGGONGSHIXIAN“JI”ZHEIDONGBUDONGZUO。


彩客网HECHUPENGJIAOHUJIEMIANBUTONG,YONGSHOUZUOZISHIJIAOHUJIEMIANKEYICONGSHEHUIXINGTAIZHONGJIANRENDEPUTONGYONGSHOUZUOZISHIZHONGJIAZUOYIDIANYONGSHOUZUOZISHICAOZUO。ZHEIJIUYAODEJUSHOUHUIDONG(wave)BIANCHENGKinectYINGYONGSHOUXUDEJINGDIANYONGSHOUZUOZISHI。YOUYUZHEIYIZITAIHESHISHISHENGCUNZHONGDEZITAIYOUXIANGZHENGXINGJIEHEYAODEBUFEICHUIHUIZHILILEJIEHEYUNYONG。GUIJIZHUIZONG,GURANZAIJISHUSHANGBUSHIYONGSHOUZUOZISHI,BUGUOTASHILINGYIGEZAISHISHISHENGCUNZHONGHEDIANBOYOUJIEHEDEZHUANMENYONGYU。DANGZAIDIANSHIJIHAISHIXIANLUQIQIANHUIWUSHOUSHI,HAODEKinectYINGYONGSHOUXUYINGDANGNENGGOUZHUIZONGNADAOSHOUDEYUNDONG,BINGXIANLUYIGEGUANGBIAOSUIKAISHIYIKAISHIYUNCHUDONG。DANGWOMENZAISHISHISHENGCUNSANMUZHIDIANWUTISHI,KinectZHONGDESHOUBUZHUIZONGXIANLUDESHOUXINGTUBIAODEFANKUIYAODESHOUXUGENGJIAYIYONG。


DAOXIANZAIWEIZHI,SHISHISHENGCUNZHONGDEYIYONGXINGYONGSHOUZUOZISHIZAIKinectJIAOHUJIEMIANZHONGYONGDEBIJIAOSHAO,DADUODEYIYONGXINGDOUSHICONGCHUANTONGDEGUIJIEMIANSHANGDEKEYONGXINGYIZHIGUOLAIDE。SUIZHESHIJIANDEBIANGENG,ZHEIYIDIANERHUIHUODEGAISHAN。ZAICHUPENGPINGSHESHISHANGXINDEYONGSHOUZUOZISHIJINGGUOZAICHUANTONGDEYIJINGSHULIDEYUEDINGZHONGTIANJIASHOUZHITOULAIXINGCHENG。LIANGZHIQINGDIANHEYIZHIQINGDIANYOUDIANBUYIYANG,YUNYONGLIANGGESHOUZHITOUHAISHIDUOGESHOUZHITOUSHIXINGHUADONGYOUQIDUYOUTEBIEDEHANYI。ZUIHOU,CHUPENGYONGSHOUZUOZISHISUOYOUYOUSHOUZHITOUWANCHENG。LINGYIFANGMIAN,ZHENZHENGDEYONGSHOUZUOZISHIYONGHUJIEMIAN,YOUYIGEJIEJINYUWUXIANDEYUYIKU,YAODEWOMENKEYIJIYUSHISHISHENGCUNZHONGYOUGUANLIANDEYONGSHOUZUOZISHISHIXINGGAIJIN。


BENWENJIEXIALAICONGLILUNDAOCHENGGONGSHIXIAN,SHANGYIZENMEYANGCHENGGONGSHIXIANYONGSHOUZUOZISHIBIANBIE,BINGZHANLANLEKinectZHONGBAZHONGJIBENYONGSHOUZUOZISHIZHONGDEJUSHOUHUIDONG(wave)YONGSHOUZUOZISHIDEBIANBIE。


4. 成功实现用手做姿势辨别


彩客网Microsoft Kinect SDKBINGMEIYOULIMIANHANYOUYONGSHOUZUOZISHIBIANBIEYINQING。YINWEIZHEIGEXUQIUYANFAZHELAIDINGYIHEYONGSHOUZUOZISHIBIANBIE。CONGSDKDEBetaBANFANGCHUYILAI,YIDIANDISANFANGYANFAZHEKAICHUANGDEYONGSHOUZUOZISHIYINQINGYICHUJIANDUANNI。BUGUO,WEIRUANMEIYOUJIANGTAMENZUOWEIBIAOZHUNDEYINQING。KANLAIZHEIYOUKENENGHAIYAODENGWEIRUANJIANGYONGSHOUZUOZISHIBIANBIEYINQINGTIANJIADAOSDKZHONGLAI,HAISHIZHIMINGKEDAITIDEJIEJUEFANGAN。BENJIEDUIYONGSHOUZUOZISHIBIANBIEJISHUSHIXINGLEJIANDANSHAOJIE,QIWANGNENGGOUBANGMANGYANFAZHEZAIBIAOZHUNDEYONGSHOUZUOZISHIBIANBIEYINQINGCHULAIZHIQIAN,KEYIZIGEERDONGSHOUYANFAYONGSHOUZUOZISHIBIANBIEYINQING。


彩客网YONGSHOUZUOZISHIBIANBIEXIANGDUILAISHUOKEYIJIANDANYEKEYIHENFUZA,ZHEIJUEDINGYUYUYAOBIANBIEDEYONGSHOUZUOZISHI。YOUSANZHONGJIBENDEBANFAKEYIYONGLAIBIANBIEYONGSHOUZUOZISHI:JIYUSUANFA,JIYUSHENJINGQIGUANWANGLUOHEJIYUYONGSHOUZUOZISHIYANGBENKU。MEIYIZHONGBANFADOUYOUQIYOUQIANQUE。YANFAZHEJUTIRENWEIHESHIERSHIYONGNEIZHONGBANFAJUEDINGYUYUDAIBIANBIEDEYONGSHOUZUOZISHI、XIANGMUXUYAO,YANFASHIJIANYIJIYANFASHUIZHUN。JIYUSUANFADEYONGSHOUZUOZISHIBIANBIEXIANGDUIJIANDANRONGYICHENGGONGSHIXIAN,JIYUSHENJINGQIGUANWANGLUOHEYONGSHOUZUOZISHIYANGBENKUZEYOUDIANFUZA。


4.1 基于算法的用手做姿势辨别


SUANFASHIJIEJUERUANJIANYANFAZHONGJIHUQUANBUWENTIDEZUIJIBENBANFA。YUNYONGSUANFADEJIBENLIUCHENGJIUSHIDINGYICHUZHIGUIZEHETIAOJIAN,ZHEIXIEGECHUZHIGUIZEHETIAOJIANWUBIHEHUCHUZHIZUIHOUJIEGUODEYAOQIU。ZAIYONGSHOUZUOZISHIBIANBIEZHONG,ZHEIZHONGSUANFADEZUIHOUJIEGUOYAOQIUSHIYIGEERZHIXINGDUIXIANG,MOUYIYONGSHOUZUOZISHIYAOBUHEHUYUXIANGUIDINGDEYONGSHOUZUOZISHIYAOBUBUHE。YUNYONGSUANFALAIBIANBIEYONGSHOUZUOZISHISHIZUIJIBENDEBANFA,YOUYUDUIYUYOUYIDIANERBIANCHENGYOUJINGYANDEYANFAZHEILAISHUO,YONGSHOUZUOZISHIBIANBIEDEDAIMABIANYULEJIE,BIANZHU,BAOHUHEDIAOZHENG。


彩客网BUGUO,ZUIJIANDANZHIJIEDEBANFAYEYOUQIQIANQUE。SUANFADEJIANDANXINGXIANZHILEQINENGBIANBIEDAODEYONGSHOUZUOZISHIDEMENLEI。DUIYUJUSHOUHUIDONG(wave)BIANBIEJIAOHAODESUANFABUKEYIGOUBIANBIERENG(throw)HEBAI(swing)DONGZUO。QIANZHEDONGZUOXIANGDUIJIANDANHEGUIZHI,HOUZHEZEGENGJIAWEIXIAOQIEDUOBIAN。YOUKENENGNENGGOUXIEYIGEBIANBIELAIHUIYAODONG(swing)DESUANFA,BUGUODAIMAYOUKENENGBIJIAOBUHAODONGHEBORUO。


SUANFAHAIYOUYIGEWAIZAIDEKUOZHANXINGWENTI。GURANYIDIANDAIMAKEYIZHONGYONG,BUGUOMEIYIZHONGYONGSHOUZUOZISHIWUBIYUNYONGDINGZHIDESUANFALAISHIXINGBIANBIE。SUIZHEXINDEYONGSHOUZUOZISHIBIANBIESUANFACANJIALEIKU,LEIKUDETIJIHUIXUNJIZENGJIA。ZHEIJIUDUISHOUXUDEXINGNENGMENGSHENGYINGXIANG,YOUYUXUQIUYUNYONGZHONGDUOSUANFALAIDUIMOUYIGEYONGSHOUZUOZISHISHIXINGBIANBIEYIPANDUANGAIYONGSHOUZUOZISHIDELEIXING。


ZUIZHONG,MEIYIGEYONGSHOUZUOZISHIBIANBIESUANFAXUQIUBUYIYANGDECANBIANLIANG,LIRUSHIJIANJIANGEHEYUZHI。TEBIESHIZAIGENJULIUCHENGBIANBIETEBIEZHIDINGDEYONGSHOUZUOZISHIDESHIKEZHEIYIDIANERXIANDETEBIEBIAOMIANHUA。YANFAZHEXUQIUBUDUANCESHIHESHIYANYIWEIMEIYIZHONGSUANFAQUERENHEYIDECANBIANLIANGZHI。ZHEIBENSHENSHIYIGEYOUTIAOZHANYEHENMEIQINGQUDEBANGONG。BUGUOMEIYIZHONGYONGSHOUZUOZISHIDEBIANBIEYOUZHEZIGEERTEBIEDEWENTI。


4.2 基于神经器官网络的用手做姿势辨别


DANGYONGHUZAIZUOYONGSHOUZUOZISHISHI,YONGSHOUZUOZISHIDEFANGSHIBINGBULAOSHIZUGOUQINGCHUDAONENGGOUPANDUANYONGHUDEYIXIANG。LIRUTIAOYUEYONGSHOUZUOZISHI,TIAOYUEYONGSHOUZUOZISHIJIUSHIYONGHUDUANZANDETIAOQILAI,JIAOLIQUDIMIAN。ZHEIGEDINGYIBUKEYIGOUGONGJIZUGOUDEXINXILAIBIANBIEZHEIDONGBUDONGZUO。


ZAYIKAN,ZHEIGEDONGZUOFANGFOHAOXIANGZUGOUJIANDAN,YAODEKEYIYUNYONGSUANFALAISHIXINGBIANBIE。SHOUXIAN,SISUOWENTIDAOYOUZHONGDUOZHONGBUYIYANGFANGSHIDETIAOYUE:JIBENTIAOYUE(basic jumping)、 KUALAN(hurdling)、 TIAOYUAN(long jumping)、 TIAOYUE(hopping),DENGDENG。BUGUOZHEICHUYOUYIGEDADEWENTIJIUSHI,YINWEIZAOSHOUKinectSHICHANGDIQUFANWEIDEXIANZHI,MEIKENENGLAOSHINENGGOUTANLIANGGUANCEDAODIBANDEWEIZHI,ZHEIYAODEJIAOBUHESHILIQUDIBANHENNANQUEREN。JIAXIANGYIXIAZI,YONGHUZAIXIGAIDAOXIADUNDIANCHUWANXIA,ERHOUTIAOQILAI。YONGSHOUZUOZISHIBIANBIEYINQINGYINGDANGJUEDEZHEISHIYIGEYONGSHOUZUOZISHIRENGRANDUOGEYONGSHOUZUOZISHI:XIADUNHUO XIADUNTIAOQIHAISHISHITIAOQI?JIARUYONGHUZAIDUNXIADESHIJIANHETIAOYUEDESHIJIANXIANGXINGGUOZHANG,NEIMOZHEIYIYONGSHOUZUOZISHIYOUKENENGYINGBEIBIANBIEWEIXIADUNERBUSHITIAOYUE。


彩客网KANJIANZHEIXIEGE,ZUIZHESHOUDUITIAOYUEDEDINGYIBIANHUIBIANDEYIXI。ZHEIYIZITAIHENNANDINGYIMINGBAI,YAODEBUKEYIGOUJINGGUODINGYIYIDIANSUANFALAISHIXINGBIANBIE,TONGSHIZHEIXIEGESUANFAYINWEIXUQIUDINGYIGUODUODEGUIZEHETIAOJIANERBIANDENANYUGUANLIHEBUDING。YUNYONGDUIHUOCUODEERZHICELVELAIBIANBIEYONGHUYONGSHOUZUOZISHIDESUANFATAIJIANDANHEBUGOUZHUANGJIAN,BUKEYIGOUMEIHAODEBIANBIECHUDAZHIXIANGSITIAOYUE,XIADUNDENGDONGZUO。


彩客网SHENJINGQIGUANWANGLUODETUANTIHEPANDUANSHIJIYUJISHUHEJILVDE,YINWEIZHEIGEYAODEXIANGBIANBIEYONGSHOUZUOZISHIZHEIXIEGEGUOCHENGBIANDERONGYI。JIYUSHAZIWANGLUODEYONGSHOUZUOZISHIBIANBIEYINQINGDUIYUXIADUNERHOUTIAOYUEDONGZUO,80BAIFENZHIBAIDEJILVPANDUANWEITIAOYUE,10BAIFENZHIBAIHUIFENBIANDUANDINGWEIXIADUN。


彩客网CHUKAINENGGOUBIANBIEFUZAHEJINGMIXIZHIDEYONGSHOUZUOZISHI,SHENJINGQIGUANWANGLUOBANFAHAINENGJIEJUEJIYUSUANFAYONGSHOUZUOZISHIBIANBIECUNZAIDEKUOZHANXINGWENTI。SHENJINGQIGUANWANGLUOLIMIANHANYOUZHONGDUOSHENJINGQIGUANYUAN,MEIYIGESHENJINGQIGUANYUANSHIYIGEHAODESUANFA,NENGGOUYONGLAIPANDUANYONGSHOUZUOZISHIDEWEIXIAOJUBUDEYUNDONG。ZAISHENJINGQIGUANWANGLUOZHONG,HENDUOYONGSHOUZUOZISHIKEYIGONGXIANGSHENJINGQIGUANYUAN。BUGUOMEIYIZHONGYONGSHOUZUOZISHIBIANBIEYOUZHEDUYOUTEBIEDESHENJINGQIGUANYUANDEZUHE。BINGQIE,SHENJINGQIGUANYUANJUBEIGAOXIAODESHUZHIJIEGOULAICHUZHIXINXI。ZHEIYAODEZAIBIANBIEYONGSHOUZUOZISHISHIJUBEIQIZHANGDESULV。


彩客网YUNYONGJIYUSHENJINGQIGUANWANGLUOSHIXINGYONGSHOUZUOZISHIBIANBIEDEQIANQUESHIBANFABENSHENFUZA。GURANSHENJINGQIGUANWANGLUOYIJIZAIJISUANJIKEXUEZHONGDUIQIDEYINGYONGYIJINGYOULEHAOJISHINIAN,SHULIYIGEHAODESHENJINGQIGUANWANGLUODUIYUDABUFENSHUCHENGXUKAIFARENYUANLAISHUORENGRANYOUYIDIANJIANNANDE。DABUFENSHUYANFAZHEYOUKENENGDUISHUZHIJIEGOUZHONGDETUHESHUBIJIAOZHIDAODEQINGCHU,ERDUISHENJINGQIGUANWANGLUOZHONGCHIDUHEYIXISIWEIGUILVDECHENGGONGSHIXIANYOUKENENGYIDIANERDOUBUCHENGJIE。ZHEIZHONGKUIQUESHULISHENJINGQIGUANWANGLUODEJINGYANSHIYIGEHENDADEJIANNAN,ZONGRANNENGGOUCHENGGONGDEGOUJIANYIGESHENJINGQIGUANWANGLUO,SHOUXUDEDIAOZHENGXIANGDANGJIANNAN。


HEJIYUSUANFADEBANFAXIANGXING,SHENJINGQIGUANWANGLUOYILAISHULIANGDUODECANBIANLIANGLAINENGHUODEFEICHANGZHUNQUEDEZUIHOUJIEGUO。CANBIANLIANGDEGESHUSUIZHESHENJINGQIGUANYUANDEGESHUTIGAO。MEIYIGESHENJINGQIGUANYUANKEYIYONGLAIBIANBIEDUOGEYONGSHOUZUOZISHI,MEIYIGESHENJINGQIGUANYUANDECANBIANLIANGDEBIANDONGDOUHUIYINGXIANGQITAJIEDIANDEBIANBIEZUIHOUJIEGUO。PEIBEIBUZHIHEDIAOSHIZHEIXIEGECANBIANLIANGSHIYIXIANGYISHU,XUQIUJINGYAN,BINGMEIYOUTEBIEZHIDINGDEGUIZEKEXUN。BUGUO,DANGSHENJINGQIGUANWANGLUOPEIHECHENGSHUANGJIQIXUEXIGUOCHENGZHONGSHOUDONGDIAOSHICANBIANLIANG,SUIZHESHIJIANDETUIYI,XITONGDEBIANBIEJINGMIDUHUISUIZHIZENGZHANG。


4.3 基于样本的辨别


JIYUYANGBENHAISHIJIYUMOBANDEYONGSHOUZUOZISHIBIANBIEXITONGNENGGOUJIANGRENDEYONGSHOUZUOZISHIHEYIZHIDEYONGSHOUZUOZISHIXIANGBANPEI。YONGHUDEYONGSHOUZUOZISHIZAIMOXINGBANKUZHONGYIJINGGUIFANHUALE,YAODENENGGOUYONGLAIJISUANYONGSHOUZUOZISHIDEBANPEIJINGMIDU。YOULIANGZHONGYANGBENBIANBIEBANFA,YIZHONGSHICHUCUNYIXILIEDEDIAN,LINGYIZHONGBANFASHIYUNYONGDAZHIXIANGSIDEKinect SDKZHONGDEGUGEZHUIZONGXITONG。ZAIHOUMIANDENEIYIGEBANFAZHONG,XITONGZHONGLIMIANHANYOUYIXILIEGUGESHUZHIHEJINGSHENZHENSHUZHI,NENGGOUYUNYONGJISHUBANFADUIMENGSHENGDEYINGXIANGZHENSHUZHISHIXINGBANPEIYIBIANBIECHUYIZHIDEZHENSHUZHILAI。


彩客网ZHEIZHONGYONGSHOUZUOZISHIBIANBIEBANFAGAODUYILAIYUJIQIXUEXI。BIANBIEYINQINGHUIJILU,CHUZHI,HEZHONGYONGXIANSHIZHENSHUZHI,SUOYISUIZHESHIJIANDETUIYI,YONGSHOUZUOZISHIBIANBIEJINGMIDUHUIZHUCENGZENGZHANG。XITONGNENGGOUGENGHAODEBIANBIECHUNIXIANGYAOBIAOXIANDEJUTIYONGSHOUZUOZISHI。ZHEIZHONGBANFANENGGOUBIJIAORONGYIDEBIANBIECHUXINDEYONGSHOUZUOZISHI,BINGQIEJIAOQITALIANGZHONGBANFANENGGOUGENGHAODECHUZHIBIJIAOFUZADEYONGSHOUZUOZISHI。BUGUOSHULIZHEIMEYIGEXITONGYEBUYOUDEYI。SHOUXIAN,XITONGYILAIYUSHULIANGDUODEYANGBENSHUZHI。SHUZHIYUEDUO,BIANBIEJINGMIDUYUEGAO。SUOYIXITONGXUQIUSHULIANGDUODECHUCUNZIYUANHECPUSHIJIANDELAISHIXINGCHAXUNHEBANPEI。QICIXITONGXUQIUBUYIYANGGAODU,BUYIYANGPANGSHOU,BUYIYANGYIZHEDABAN(YIZHEDABANHUIYINGXIANGJINGSHENSHUZHITICHUQUDESHENBANZIDAGAILUNKUO)DEYANGYAGENERSHIXINGMOUYIGEYONGSHOUZUOZISHI。


5.辨别常见的用手做姿势


TIAOXUANYONGSHOUZUOZISHIBIANBIEDEBANFAYIBANSHIYILAIYUXIANGMUBIAOXUQIU。JIARUXIANGMUZHIXIAOBIANBIEJIGEJIANDANDEYONGSHOUZUOZISHI,NEIMOYUNYONGJIYUSUANFAHAISHIJIYUSHENJINGQIGUANWANGLUODEYONGSHOUZUOZISHIBIANBIEJIUZUGOULE。DUIYUQITALEIXINGDEXIANGMU,JIARUYOUXINGZHIDEHUAKEYITOUHEHUSHISHANGJIANLAISHULIKEFUYONGDEYONGSHOUZUOZISHIBIANBIEYINQING,HAISHIYUNYONGYIDIANRENYANYIJINGXIEHAODEBIANBIESUANFA,JIEXIALAIBENWENSHAOJIEJIZHONGCHANGYONGDEYONGSHOUZUOZISHI,BINGYANXIZENMEYANGYUNYONGSUANFADEBANFALAIBIANBIETAMEN,YONGSHOUZUOZISHIBIANBIEDEEWAILIANGZHONGBANFAYINWEIQIFUZAXINGBENWENBUZUOSHAOJIE。


WULUNTIAOXUANNAZHONGYONGSHOUZUOZISHIBIANBIEDEBANFA,DOUWUBISISUOWENTIYONGSHOUZUOZISHIDEBIANDONGFANWEI。XITONGWUBIJUBEILINGHUOXING,BINGZHUNXUMOUYIGEYONGSHOUZUOZISHIYOUMOUGEFANWEINEIDEBIANHUA。HENSHAOYOURENNENGGOUMEIMEIDOUZUOYIMOTONGYANGDEYONGSHOUZUOZISHI。LIRU,SISUOWENTIZHOUBOTONGXIANSHIZUOYOUSHOUHUAYUANQUANERZHEIGEYONGSHOUZUOZISHI,ZHONGFUZHEIYIYONGSHOUZUOZISHI10CI,YUANXINGDEHEXINMEIMEIDOUZAIYIGEDIANMA,YUANXINGDEQIDIANHEZHONGDIANMEIMEIDOUZAIXIANGTONGDEDIFANGMA?MEIMEIHUAYUANDESHIZHANGDOUTONGYANGMA?ERHOUYUNYONGYOUSHOUZUOZHEIGEDONGZUO,ZUIZHONGBIJIAOZUIHOUJIEGUO。HAISHILAJIGEPENGYOUHAISHIJIARENLAIZUO,ERHOUZIXICHAKAN。YEKEYIZHANZAIJINGZIMIANQIANKANZIGEERZUO,HAISHIYUNYONGLUXIANGSHESHILUXIALAIZAIKAN。JIFAJIUSHIDUIYUMOUYIYONGSHOUZUOZISHI,RANGJINYOUKENENGDUODERENLAIZUO,ERHOUDASUANBIAOZHUNHUAZHEIYIYONGSHOUZUOZISHI。YONGSHOUZUOZISHIBIANBIEYIGEBIJIAOHAODEXINGSHIJIUSHIGUANXINZHUSHIYONGSHOUZUOZISHIZUIZHONGXINDEJUBUERBUSHINAYIXIENEIZAIDEXIZHIMOJIE。


5.1 挥舞(wave)用手做姿势


ZHIYAOWANGUOXboxSHANGDETIGANYOUXI,YOUKENENGDOUYUNYONGGUOJUSHOUHUIDONGZHEIGEYONGSHOUZUOZISHI。JUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHIWULUNSUISHUTIJIDOUNENGGOUZUODEYIGEJIANDANDONGZUO。ZHEISHIYIGEYOUSHANDE,HUANLEDEYONGSHOUZUOZISHI,XUDUORENYIBANJUSHOUHUIDONGHAISHIHUISHOULAIDAZHAOHUHAISHIFENBIE。ZAIYINGYONGYANFADESHANGXIAWENZHONG,JUSHOUHUIDONGYONGSHOUZUOZISHIYIBANFENGGAOYINGYONGSHOUXUYIJINGZHUNBEIHAOLE,KEYIZHESHOUTIYANRENSHIYINGYONGLE。


JUSHOUHUIDONGSHIZUIJIANDANZUIJIBENDEYONGSHOUZUOZISHI。YUNYONGSUANFABANFANENGGOUHENRONGYIBIANBIEZHEIYIYONGSHOUZUOZISHI,BUGUOZHIQIANJIANGDAODEBULUNSHENMEBANFAYENENGGOUYUNYONG。GURANJUSHOUHUIDONGSHIYIGEHENJIANDANDEYONGSHOUZUOZISHI,BUGUOZENMEYANGYUNYONGDAIMALAIBIANBIEZHEIYIYONGSHOUZUOZISHINI?DUZHEKEYIZAIJINGZIQIANZUOXIANGZIGEERJUSHOUHUIDONG,ERHOUZIXIZIXICHAKANSHOUDEYUNDONG,TEBIEZHUYIZIXICHAKANSHOUHEBEIBANGZHIJIANDEGUANXI。JIEZHEZIXICHAKANSHOUHEBEIBANGZHIJIANDEGUANXI,ERHOUZIXICHAKANZAIZUOZHEIGEYONGSHOUZUOZISHISHISHENBANZIDEZHENGGEERZITAI。YOUDIANRENWEICHISHENBANZIHEBEIBANGDEBUDONG,YUNYONGSHOUWANZIZUOYOUYIDONGLAIJUSHOUHUIDONG。YOUDIANRENWEICHISHENBANZIHEBEIBANGBUDONGYUNYONGSHOUWANZIQIANHOUYIDONGLAIJUSHOUHUIDONG。KEYIJINGGUOZIXICHAKANZHEIXIEGEZITAILAILIJIEQITAGEZHONGBUYIYANGJUSHOUHUIDONGDEXINGSHI。


XBOXZHONGDEJUSHOUHUIDONGDONGZUODINGYIWEI:CONGBEIBANGZHESHOUDAOZHOUBUQUQU。YONGHUYIBEIBANGZHOUWEIJIAODIANWANGFANYIDONGXIAOBEI,YIDONGZUIJIANDANDEMIANHEJIANBUZAIYIGEZUIJIANDANDEMIANSHANG,KUANGQIEBEIBANGHEDIMIANWEICHIPINGXING,ZAIYONGSHOUZUOZISHIDEZHONGBU(XIATU1),XIAOBEIQIANZHIYUHOUBEIHEDIMIAN。XIATUZHANLANLEZHEIYIZITAI。


 





 


彩客网CONGTUZHONGKEYIZIXICHAKANDECHUYIDIANGUILV,DI1GEGUILVJIUSHI,SHOUHESHOUWANZIDOUSHIZAIZHOUBUHEJIANBUZHISHANGDE,ZHEIYESHIDABUFENSHIJUSHOUHUIDONGDONGZUODETEDIANBIAOZHI。ZHEIYESHIWOMENBIANBIEJUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHIDEDI1GEBIAOZHUN。


彩客网DI1FUTUZHANLANLEJUSHOUHUIDONGZHEIYIZITAIDEBANZHONGYAOWEIZHI,XIAOBEIHEHOUBEIQIANZHI。JIARUYONGHUSHOUBEIBIANGENGLEZHEIZHONGGUANXI,XIAOBEIZAIQIANZHIXIANZUOMIANHAISHIYOUMIAN,WOMENZEJUEDEZHEISHIGAIYONGSHOUZUOZISHIDEYIGEDUANPIAN。DUIYUJUSHOUHUIDONGZHEIYIZITAI,MEIYIGEZITAIDUANPIANWUBIWANGFANZHONGFUDUOCI,FOUZEJIUBUSHIYIGEWANZHENGDEYONGSHOUZUOZISHI。ZHEIYIYUNDONGGUILVJIUSHIWOMENDEDIERGEZHUNZE:DANGMOUYIYONGSHOUZUOZISHISHIJUSHOUHUIDONGSHI,SHOUHAISHISHOUWANZI,WUBIZAIBANZHONGYAOZITAIDEZUOYOUWANGFANZHONGFUTEBIEZHIDINGDEHUISHU。YUNYONGZHEILIANGDIANJINGGUOZIXICHAKANHUODEDEGUILV,WOMENKEYIJINGGUOSUANFASHULISUANFAZHUNZE,LAIBIANBIEHUIWUYONGSHOUZUOZISHILE。


SUANFAJINGGUOJISUANSHOULIQUBANZHONGYAOZITAIDIQUFANWEIDEHUISHU。BANZHONGYAODIQUFANWEISHIYIGEYIBEIBANGZHOUWEIYUANDIANBINGJIYUYIDINGYUZHIDEDIQUFANWEI。SUANFAYEXUQIUYONGHUZAIYIDINGDESHIJIANDUANNEIWANCHENGZHEIGEYONGSHOUZUOZISHI,FOUZEBIANBIEBIANHUIBAIJI。ZHEICHUDINGYIDEHUIWUYONGSHOUZUOZISHIBIANBIESUANFAZHISHIYIGEDANDUDESUANFA,BULIMIANHANYOUZAIYIGEDUOCENGDEYONGSHOUZUOZISHIBIANBIEXITONGNEI。SUANFABAOHUZISHENDEZHUANGKUANG,BINGZAIBIANBIEWANCHENGSHIYISHIQINGFANGSHIGAOZHIYONGHUBIANBIEZUIHOUJIEGUO。HUIWUBIANBIEJIANCHACHAKANDUOGEYONGHUYIJILIANGSHUANGSHOUDEHUIWUYONGSHOUZUOZISHI。BIANBIESUANFAJISUANXINMENGSHENGDEMEIYIZHENGUGESHUZHI,YINWEIZHEIGEWUBIJILUZHEIXIEGEBIANBIEDEZHUANGKUANG。


彩客网XIABIANDEDAIMAZHANLANLEJILUYONGSHOUZUOZISHIBIANBIEZHUANGKUANGDELIANGGEMEIJUHEYIGEJIEGOU。DI1GEMINGWEIWavePositionDEMEIJUYONGLAIDINGYISHOUZAIJUSHOUHUIDONGZHEIDONGBUDONGZUOZHONGDEBUYIYANGWEIZHI。YONGSHOUZUOZISHIBIANBIELEIYUNYONGWaveGestureStateMEIJULAIZHUIZONGMEIYIGEYONGHUDESHOUDEZHUANGKUANG。WaveGestureTrackerJIEGOUYONGLAIBAOLIUYONGSHOUZUOZISHIBIANBIEZHONGSUOXUQIUDESHUZHI。TAYOUYIGEResetBANFA,DANGYONGHUDESHOUDABUDAOJUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHIDEJIBENDONGZUOTIAOJIANSHI,PIRUDANGSHOUZAIBEIBANGZHOUYIXIASHI,KEDIAOPEISHIYONGResetBANFALAIZHONGZHIYONGSHOUZUOZISHIBIANBIEZHONGSUOYONGDAODESHUZHI。


private enum WavePosition{
    None = 0,
    Left = 1,
    Right = 2,
    Neutral = 3
}private enum WaveGestureState{
    None = 0,
    Success = 1,
    Failure = 2,
    InProgress = 3
}private struct WaveGestureTracker{    public int IterationCount;    public WaveGestureState State;    public long Timestamp;    public WavePosition StartPosition;    public WavePosition CurrentPosition;    public void Reset()
    {
        IterationCount = 0;
        State = WaveGestureState.None;
        Timestamp = 0;
        StartPosition = WavePosition.None;
        CurrentPosition = WavePosition.None;
    }
}


彩客网XIABIANDAIMAXIANLULEYONGSHOUZUOZISHIBIANBIELEIDEZUIJIBENJIEGOU:TADINGYILEWUGEHENGLIANG:BANZHONGYAODIQUFANWEIYUZHI,YONGSHOUZUOZISHIDONGZUOLIANXUBUDUANSHIJIAN,YONGSHOUZUOZISHILIQUBANZHONGYAODIQUFANWEIZUOYOUYIDONGHUISHU,YIJIZUOSHOUHEYOUSHOUBIAOSHIHENGLIANG。ZHEIXIEGEHENGLIANGYINGDANGZUOWEIPEIBEIBUZHIWENJIANDEPEIBEIBUZHIXIANGCHUCUN,ZAIZHEICHUWEILEJIANDANFANGBIAN,SUOYIYIHENGLIANGSHENGMING。WaveGestureTrackerSHUZUBAOLIUMEIYIGEYOUKENENGDEYOUXIZHEDESHUANGSHOUDEYONGSHOUZUOZISHIDEBIANBIEZUIHOUJIEGUO。DANGJUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHITANLIANGGUANCEDAODAZAIZHEIYIHOU,BEICHUDONGYINFAGestureDetectedSHIQING。


DANGZHUSHOUXUSHOUJIAODAOYIGEXINDESHUZHIZHENSHI,JIUDIAOPEISHIYONGWaveGestureDEUpdateBANFA。GAIBANFAXUNHUANBIANLIMEIYIGEYONGHUDEGUGESHUZHIZHEN,ERHOUDIAOPEISHIYONGTrackWaveBANFADUIZUOYOUSHOUSHIXINGJUSHOUHUIDONGZITAIBIANBIE。DANGGUGESHUZHIBUZAIZHUIZONGZHUANGKUANGSHI,ZHONGZHIYONGSHOUZUOZISHIBIANBIEZHUANGKUANG。


public class WaveGesture{    private const float WAVE_THRESHOLD = 0.1f;    private const int WAVE_MOVEMENT_TIMEOUT = 5000;    private const int LEFT_HAND = 0;    private const int RIGHT_HAND = 1;    private const int REQUIRED_ITERATIONS = 4;    private WaveGestureTracker[,] _PlayerWaveTracker = new WaveGestureTracker[6, 2];    public event EventHandler GestureDetected;    public void Update(Skeleton[] skeletons, long frameTimestamp)
    {        if (skeletons != 门里出身)
        {            Skeleton skeleton;            for (int i = 0; i < skeletons.Length; i++)
            {
                skeleton = skeletons[i];                if (skeleton.TrackingState != SkeletonTrackingState.NotTracked)
                {
                    TrackWave(skeleton, true, ref this._PlayerWaveTracker[i, LEFT_HAND], frameTimestamp);
                    TrackWave(skeleton, false, ref this._PlayerWaveTracker[i, RIGHT_HAND], frameTimestamp);
                }                else                {                    this._PlayerWaveTracker[i, LEFT_HAND].Reset();                    this._PlayerWaveTracker[i, RIGHT_HAND].Reset();
                }
            }
        }
    }
}


 


XIABIANDEDAIMASHIJUSHOUHUIDONGZITAIBIANBIEDEZHUYAOSIWEIGUILVBANFATrackWaveDEZHUTIJUBU。TAZHENGYANWOMENXIANQIANDINGYIDEGOUCHENGJUSHOUHUIDONGZITAIDETIAOJIAN,BINGGENGXINYONGSHOUZUOZISHIBIANBIEDEZHUANGKUANG。BANFABIANBIEZUOSHOUHAISHIYOUSHOUDEYONGSHOUZUOZISHI,DI1GETIAOJIANSHIZHENGYAN,SHOUHEZHOUGUANJIEDIANSHIFOUCHUYUZHUIZONGZHUANGKUANG。JIARUZHEILIANGGEGUANJIEDIANXINXIBUKEYIYONG,ZEZHONGZHIZHUIZONGZHUANGKUANG,FOUZESHIXINGXIAYIBUDEZHENGYAN。


JIARUZITAILIANXUBUDUANSHIJIANCHAOGUOYUZHIQIEHAIMEIYOUJINRULEDAOXIAYIBUZHOU,ZAIZITAIZHUIZONGCHAOSHI,ZHONGZHIZHUIZONGSHUZHI。XIAYIGEZHENGYANSHOUBUGUANJIEDIANSHIFOUZAIZHOUGUANJIEDIANZHISHANG。JIARUBUSHI,ZEYIJUXIANSHIDEZHUIZONGZHUANGKUANG,JUSHOUHUIDONGZITAIBIANBIEBAIJIHAISHIZHONGZHIBIANBIETIAOJIAN。JIARUSHOUBUGUANJIEDIANZAIYZHOUSHANGQIEGAOYUZHOUBUGUANJIEDIAN,BANFAJIEZHEPANDUANSHOUZAIYZHOUXIANGPIANBIBENRENHAOKANDUIYUZHOUGUANJIEDEWEIZHI。DIAOPEISHIYONGUpdatePositionBANFABINGCHUANRUHEYIDESHOUGUANJIEDIANSUOCHUDEWEIZHI。GENGSHENGSHOUGUANJIEDIANWEIZHIZAIZHEIYIHOU,ZUIZHONGPANXIADINGLUNYIDEZHONGFUHUISHUSHIFOUMANYI,JIARUMANYIZHEIXIEGETIAOJIAN,JUSHOUHUIDONGZHEIYIYONGSHOUZUOZISHIBIANBIECHENGGONG,BEICHUDONGYINFAGetstureDetectedSHIQING。


private void TrackWave(Skeleton skeleton, bool isLeft, ref WaveGestureTracker tracker, long timestamp)
{
    JointType handJointId = (isLeft) ? JointType.HandLeft : JointType.HandRight;
    JointType elbowJointId = (isLeft) ? JointType.ElbowLeft : JointType.ElbowRight;
    Joint hand = skeleton.Joints[handJointId];
    Joint elbow = skeleton.Joints[elbowJointId];    if (hand.TrackingState != JointTrackingState.NotTracked && elbow.TrackingState != JointTrackingState.NotTracked)
    {        if (tracker.State == WaveGestureState.InProgress && tracker.Timestamp + WAVE_MOVEMENT_TIMEOUT < timestamp)
        {
            tracker.UpdateState(WaveGestureState.Failure, timestamp);
            System.Diagnostics.Debug.WriteLine("Fail!");
        }        else if (hand.Position.Y > elbow.Position.Y)
        {            //运用 (0, 0) 作为荧幕的核心.  从用户的视角看, X轴左负右正.            if (hand.Position.X <= elbow.Position.X - WAVE_THRESHOLD)
            {
                tracker.UpdatePosition(WavePosition.Left, timestamp);
            }            else if (hand.Position.X >= elbow.Position.X + WAVE_THRESHOLD)
            {
                tracker.UpdatePosition(WavePosition.Right, timestamp);
            }            else            {
                tracker.UpdatePosition(WavePosition.Neutral, timestamp);
            }            if (tracker.State != WaveGestureState.Success && tracker.IterationCount == REQUIRED_ITERATIONS)
            {
                tracker.UpdateState(WaveGestureState.Success, timestamp);
                System.Diagnostics.Debug.WriteLine("Success!");                if (GestureDetected != 门里出身)
                {
                    GestureDetected(this, new EventArgs());
                }
            }
        }        else        {            if (tracker.State == WaveGestureState.InProgress)
            {
                tracker.UpdateState(WaveGestureState.Failure, timestamp);
                System.Diagnostics.Debug.WriteLine("Fail!");
            }            else            {
                tracker.Reset();
            }
        }
    }    else    {
        tracker.Reset();
    }
}


 


彩客网XIABIANDEDAIMATIANJIADAOWaveGestureTrackerJIEGOUZHONG:ZHEIXIEGEBANGMANGBANFABAOHUJIEGOUZHONGDEZIDUAN,YAODETrackWaveBANFAYIDU。WEIYIXUQIUZHUYIDESHIUpdatePositionBANFA。TrackWaveDIAOPEISHIYONGGAIBANFAPANDUANSHOUDEWEIZHIYIJINGYIDONG。TADEZUIZHUZHONGYAODETIAOMUDESHIGENGXINCurrentPositionHETimestampSHUXING,GAIBANFAYEFUZEGENGXINInterationCountZIDUANHEInPorgressZHUANGKUANG。


public void UpdateState(WaveGestureState state, long timestamp)
{
    State = state;
    Timestamp = timestamp;
}public void Reset()
{
    IterationCount = 0;
    State = WaveGestureState.None;
    Timestamp = 0;
    StartPosition = WavePosition.None;
    CurrentPosition = WavePosition.None;
}public void UpdatePosition(WavePosition position, long timestamp)
{    if (CurrentPosition != position)
    {        if (position == WavePosition.Left  position == WavePosition.Right)
        {            if (State != WaveGestureState.InProgress)
            {
                State = WaveGestureState.InProgress;
                IterationCount = 0;
                StartPosition = position;
            }

            IterationCount++;
        }

        CurrentPosition = position;
        Timestamp = timestamp;
    }
}


SHANGMIANSUOSHUODEDAIMADUANPIANJIUKEYICHENGGONGSHIXIANHUIWU(wave)YONGSHOUZUOZISHIBIANBIEDESIWEIGUILVLE。


6. 结束语


彩客网BENWENZHUYAOSHAOJIELEYONGSHOUZUOZISHIBIANBIEZHONGYUSHEDEJIBENGAINIANYIJIYONGSHOUZUOZISHIBIANBIEDEJINZHANGUOCHENG,ZAICIJICHUSHANGSHAOJIELEYONGSHOUZUOZISHIBIANBIEDESANZHONGJIBENBANFA:JIYUSUANFADEYONGSHOUZUOZISHIBIANBIE、JIYUSHENJINGQIGUANWANGLUODEYONGSHOUZUOZISHIBIANBIEHEJIYUYANGBENKUDEYONGSHOUZUOZISHIBIANBIE。


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