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SMART HOME

TECHNOLOGY FOR

ELDERLY PEOPLE USING

KINECT SENSOR WITH

THE HELP OF ANN

By: Arju Utpal

  Abhishek Kumar

  Faizanul Haq

  Devashrut

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ABSTRAT:

The control of elderly people has always been a

major concern in hospitals as in homes.

Our aim is to control and surround elderly people

with comfort, safety in their homes while respecting

their privacy.

We propose a monitoring system based on Kinect

sensor to control and monitor elderly people with

less mobility through hand gestures .

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S!ST"# $%"R%&"'

Gesture recognition using Kinect sensor 

  Kinect provides with the position (, !, "# of the user joints $% frames per second. &

calculates the co'ordinates of the patient position and us

sensor it will trac the focus gesture whenever elderly people moves their body parts.

 

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 /c6uiring and understanding of co'ordinates joints

7eatures decision and e8traction

 /11 training and testing

&nterfacing of software and hardware to mae complete

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 The basi* i+ea is that y,u have three layers ,- .n,+es/.

:  The n,+es have values ,- 0/0 t, 1/02 3here 0 represents -ullyina*tive .,4. an+ 1 represents -ully a*tive .,n. 3ith manyvalues in bet3een/

:  The three layers are an input layer2 an ,utput layer2 an+ a.hi++en. layer in the mi++le 5hi++en means neither input n,r,utput2 s, n,t e6p,se+ t, the ,utsi+e 3,rl+7/

:  The n,+es are linke+ by *,nne*ti,ns 3hi*h have a .3ei8ht.

5.3. in the 98ure7 that are anal,8,us t, synapses in thebrain/

: Si8nal values pr,pa8ate -r,m the inputs2 thr,u8h the*,nne*ti,n 3ei8hts t, the hi++en n,+es2 an+ then ,n3ar+thr,u8h m,re *,nne*ti,n 3ei8hts t, the ,utput n,+es/

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: &n the 8iven pi*ture2the input t, the 8iven n,+e 3ill be

  a5073502i7;a5173512i7;a5 5j;17th input n,+e

: '502i7> *,nne*ti,n 3ei8ht bet3een 9rst input n,+e an+

 the 8iven n,+e/

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'e use ba*kpr,p,8ati,n me*hanism t, train the A))/: At 9rst 3e 8ive ran+,m *,nne*ti,n 3ei8hts bet3een the n,+es/

: 'e 3ill 8et s,me err,r in the ,utput as 3ei8hts 3hi*h 3e haveassi8ne+ are ran+,m 3ei8hts/

: 'e 3ill *,mpare the ,utput 8enerate+ 3ith the e6pe*te+ ,utput/

: 'e 3ill a+just the *,nne*ti,n 3ei8hts bet3een the hi++en n,+e an+,utput n,+e t, make the ,utput m,re *l,ser t, the e6pe*te+ ,utput/

: A)) is a sl,3 learner an+ 3e 3ill have t, repeat this pr,*ess until 3e8et the *,rre*t ,utput 3hi*h 3e e6pe*te+/

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CONCLUSION

To continuously control the health of elderly people, it is

necessary to monitor them especially from afar. Taing care for

people with reduced mobility is a part of medicine still in

development. /n automatic monitoring system seems to be

interesting in the medical side.