S/ N AUTHOR( S) 1 S.K.Si nghand ot her s ( 2021) 2 M.R.Hassan andot her s ( 2022) 3 H.C.Ki m and ot her s ( 2021) TI TLE PROBLEM TO BESOLVED METHOD USEDTO SOLVETHE PROBLEM HOW TO I MPROVETHE METHOD USEDBYTHE AUTHOR Aut omat eddoor Enf or ci ngt he The Tof ur t her cont r ol sy st em wi t ha usageoff ace aut omat ed adv ancepubl i c f acemaskdet ect or masksi n doorcont r ol heal t hand publ i cpl aces sy st em was saf et y , t he i scr uci al cr eat edbyt he aut hor smi ght dur i ngt he aut hor susi ng enhancet he COVI D19 acombi nat i on sy st em' s pandemi c.I n ofapr oxi mi t y per f or mance or dert o sensoranda byi ncl udi ng pr ohi bi tpeopl e f acemask mor e f r om ent er i ng det ect i on component s whoar enot al gor i t hm l i keai r wear i ng basedondeep f i l t r at i on masks, t he l ear ni ng. sy st emsor aut hor spl an handsani t i zer t ocr eat ean di spenser s. aut omat i c doorcont r ol sy st em t hat candet ectt he pr esenceof masks. Asmar tdoorsy st em I ti snow Tocr eat et he Acl oudbased wi t hahumanpr oxi mi t y r equi r edt o smar tdoor sy st em t hat sensorandf acemask cr eat enew sy st em, t he enabl es det ect orf orCOVI D19 t echnol ogyt o aut hor s r emot e pr ev ent i on st opt he combi neda moni t or i ng COVI D19 human and epi demi cf r om pr oxi mi t y management spr eadi ng.To sensorwi t ha oft hesmar t st opany one f acemask doorsy st em i s f r om ent er i ng det ect i on oneupgr ade whoar en' t al gor i t hm t hatcoul dbe wear i ng basedondeep made. masks, t he l ear ni ng. aut hor swant t ocr eat ea smar tdoor sy st em t hat candet ectt he pr esenceof masks. I nt el l i gentAut omat i c DoorSy st em wi t h HumanPr oxi mi t y SensorandMask Det ect i onusi ngDeep Lear ni ng I ti snow mandat or yf or peopl et owear f acemasks when accessi ng publ i cspaces dueoft he cur r entCOVI D19out br eak.I n or dert osol v e t hi si ssue, t he aut hor swant t ocr eat ean aut omat i c doorsy st em wi t hahuman Tocr eat et he sy st em, t he aut hor s combi ned deepl ear ni ng al gor i t hms wi t hcomput er v i si on met hods. Onewayt o makei tbet t er maybet o i ncl udemor e f unct i ons, such t emper at ur e measur ement f orf ev er det ect i on. pr oxi mi t y sensorand mask det ect i on. 4 S.Shar maand ot her s Aut omat edDoor AccessSy st em wi t h MaskDet ect i onf or Pr ev ent i ngCOVI D19 Spr ead Tost opt he spr eadof COVI D19, i t ' s cr uci al t o makesur e ev er y one accessi ng publ i cspaces i swear i nga f acemask. Theaut hor s wantt osol v e t hi si ssueby cr eat i ngan aut omat ed dooraccess sy st em wi t h mask det ect i on. I nor dert o cr eat et he sy st em, t he aut hor s combi ned comput er v i si on met hodswi t h machi ne l ear ni ng al gor i t hms. I ncor por at i ng asy st em t hat al er t speopl e t oputon masksi ft hey ar en' tal r eady woul dbeone possi bl e i mpr ov ement . 5 W.Zouand ot her s ( 2021) Ani nt el l i gent aut omat i cdoorsy st em f ort heel der l ybasedon ahumanpr oxi mi t y sensor Duet o phy si cal const r ai nt s, el der l ypeopl e mayf i ndi t di f f i cul tt o unl ockdoor s, whi chr ai ses saf et yi ssues. Theaut hor s wantt ocr eat e ani nt el l i gent aut omat i c doorsy st em t hatcanopen door soni t s ownwheni t sensest he pr esenceof el der l ypeopl e. Theaut hor s empl oy eda mi cr opr ocesso rt ooper at e t heaut omat i c doorsy st em andahuman pr oxi mi t y sensort o det ectt he pr esenceof el der l ypeopl e. Byusi ng machi ne l ear ni ng t echni ques, t heaut hor s maybeabl et o enhancet he user exper i enceof t hesy st em andenhance t heaccur acy oft hehuman pr oxi mi t y sensor .