communicate by your hands
TRANSCRIPT
COMMUNICATE BY YOUR HANDS
COMMUNICATE BY YOUR HANDSTrng Cng Thi - SE61209 - LeaderNguyn Nht Nguyn - SE61172Phm Hng Qu - SE61130Supervisor:Mr. Kiu Trng Khnh
Overview
1. Scenario Problems2. Current solution3. Teams solution 4. Feature explanation, algorithm and demoa. Translate (Online)b. Train (Online)c. Translate (Offline)e. Train (Offline)5. Future plan
Communication by Your Hands
Scenario Problems
Communication by Your Hands
1.Scenario Problem
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.Scenario Problem
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.Scenario Problem
Communication by Your Hands
WritingTexting1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.Scenario Problem
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.Scenario Problem
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Sign language
1.Scenario Problem
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.Scenario Problem
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Current solution
Communication by Your Hands
2.Current solution
Communication by Your Hands
Kinect sign language translator1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
2.Current solution
Communication by Your Hands
Kinect sign language translator1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
2.Current solutionAdvantage:*High accuracyDisadvantage:*Low mobility*Low natural
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Teams solution
Communication by Your Hands
3.Teams solution
Communication by Your Hands
https://www.myo.com/1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
Medical Grade Stainless Steel EMG sensorsARM Cortex M4 ProcessorGyroscopeAccelerometerMagnetometerhttps://www.myo.com/1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
EMG - Electromyographyhttps://www.myo.com/1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planMedical Grade Stainless Steel EMG sensors
3.Teams solution
Communication by Your HandsEMG: a set of eight numbers 1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan5.045.52.013.345.07.06.334.0EX: ( , , , , , , , )
19
3.Teams solution
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
CBYH System
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
CBYH System
2 MYO armbands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
CBYH System
2 MYO armbands
Android mobile device1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
CBYH System
2 MYO armbands
Android mobile device
Web services1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
3.Teams solution
Communication by Your Hands
CBYH System
2 MYO armbands
Android mobile device
Web services
Web services1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Feature explanation
Communication by Your Hands
4. Feature explanation
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planTiWord
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planTiWord
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planTiWord
Left hand activityRight hand activity
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
Left handRight hand
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsAction
Left handRight hand
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0emgCode
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0emgCode
4. Feature explanation
Communication by Your HandsLeft hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0emgCode1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0emgCodeleftSignalrightSignal
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignal1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.01.0, 2.0, 3.0, 4.0, 5.0, 6.0, 7.0, 8.0
Timeaning
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignal12meaningCode
Timeaning
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignal12meaningCodedataContent
meaning
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignal12meaningCodedataContentTi
meaning
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignaldataContent12meaningCode
meaning
4. Feature explanation
Communication by Your Hands
Left hand activityRight hand activityTiWord
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
emgCodeemgCodeleftSignalrightSignaldataContentmeaningCode12
4. Feature explanation
Communication by Your HandsemgCodeleftSignalemgCoderightSignalmeaningCodemeaningdataContent1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsemgCodeleftSignalemgCoderightSignalmeaningRightmeaningRightmeaningCodemeaningdataContentmeaningLeftmeaningLeft1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsemgCodemeaningLeftleftSignalemgCodemeaningRightrightSignalmeaningRightmeaningRight111..*1..*meaningCodemeaningdataContentmeaningLeftmeaningLeft1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsemgCodemeaningLeftleftSignalemgCodemeaningRightrightSignalmeaningRightmeaningRight111..*1..*meaningCodemeaningdataContentmeaningLeftmeaningLeft1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planmeaningLeftmeaningRightmeaningCodewordSignal11..*11..*1..*1
4. Feature explanation
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
Connect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
ConnectStandardize1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
ConnectStandardizeDetect rest action1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
ConnectStandardizeDetect rest actionOptimize1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
StandardizeDetect rest actionMatchingOptimizeConnect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
StandardizeDetect rest actionMatchingOptimizeConnectDetect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardize1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardizeDetect rest action1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardizeDetect rest actionMatching1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardizeDetect rest actionMatching1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardizeDetect rest actionMatchingDetect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTranslateConnectStandardizeDetect rest actionMatchingDetect1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTrainConnectStandardizeDetect rest action1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsTrainConnectStandardizeDetect rest actionOptimize1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Translate
Communication by Your HandsConnect and get EMG data from MYO armband4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
Paired1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planPaired
4. Feature explanation
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Paired
SDK
Translate
Communication by Your HandsStandardize EMG(Mobile)4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands250 EMG pulses / second
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEmg120.015.03.023.01.05.014.06.0
Emg220.015.03.023.01.05.014.06.0
Emg35.03.06.015.025.045.04.09.0
Emg430.032.046.034.02.04.05.01.0
Emg530.032.046.034.02.04.05.01.0
Emg630.032.046.034.02.04.05.01.0
Emg730.032.046.034.02.04.05.01.0
Emg84.015.029.03.02.024.025.056.0
Emg945.032.036.015.025.045.04.019.0
Emg1045.032.036.015.025.045.04.019.0
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEmg120.015.03.023.01.05.014.06.0
Emg220.015.03.023.01.05.014.06.0
Emg35.03.06.015.025.045.04.09.0
Emg430.032.046.034.02.04.05.01.0
Emg530.032.046.034.02.04.05.01.0
Emg630.032.046.034.02.04.05.01.0
Emg730.032.046.034.02.04.05.01.0
Emg84.015.029.03.02.024.025.056.0
Emg945.032.036.015.025.045.04.019.0
Emg1045.032.036.015.025.045.04.019.0
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEmg120.015.03.023.01.05.014.06.0
Emg220.015.03.023.01.05.014.06.0
Emg35.03.06.015.025.045.04.09.0
Emg430.032.046.034.02.04.05.01.0
Emg530.032.046.034.02.04.05.01.0
Emg630.032.046.034.02.04.05.01.0
Emg730.032.046.034.02.04.05.01.0
Emg84.015.029.03.02.024.025.056.0
Emg945.032.036.015.025.045.04.019.0
Emg1045.032.036.015.025.045.04.019.0
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEmg120.015.03.023.01.05.014.06.0
Emg220.015.03.023.01.05.014.06.0
Emg35.03.06.015.025.045.04.09.0
Emg430.032.046.034.02.04.05.01.0
Emg530.032.046.034.02.04.05.01.0
Emg630.032.046.034.02.04.05.01.0
Emg730.032.046.034.02.04.05.01.0
Emg84.015.029.03.02.024.025.056.0
Emg945.032.036.015.025.045.04.019.0
Emg1045.032.036.015.025.045.04.019.0
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEmg120.015.03.023.01.05.014.06.0
Emg220.015.03.023.01.05.014.06.0
Emg35.03.06.015.025.045.04.09.0
Emg430.032.046.034.02.04.05.01.0
Emg530.032.046.034.02.04.05.01.0
Emg630.032.046.034.02.04.05.01.0
Emg730.032.046.034.02.04.05.01.0
Emg84.015.029.03.02.024.025.056.0
Emg945.032.036.015.025.045.04.019.0
Emg1045.032.036.015.025.045.04.019.0
4. Feature explanation
Communication by Your Hands250 EMG pulses / second
2 EMG pulses take 11. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationExample:
Communication by Your HandsEMG1-4.05.07.0-6.06.07.02.0-10.0EMG21.0-4.010.04.05.07.08.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationExample:
Communication by Your HandsEMG14.05.07.06.06.07.02.010.0EMG21.0-4.010.04.05.07.08.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationExample:
Communication by Your HandsEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationExample:
Communication by Your HandsEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG
4.0 > 1.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.0
4. Feature explanationExample:
Communication by Your Hands5.0 > 4.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.0
4. Feature explanationExample:
Communication by Your Hands10.0 > 7.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.0
4. Feature explanationExample:
Communication by Your Hands6.0 > 4.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.0
4. Feature explanationExample:
Communication by Your Hands6.0 > 5.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.0
4. Feature explanationExample:
Communication by Your Hands7.0 = 7.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.07.0
4. Feature explanationExample:
Communication by Your Hands8.0 > 2.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.07.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.07.08.0
4. Feature explanationExample:
Communication by Your Hands10.0 > 9.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.07.08.0
4. Feature explanationExample:
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.05.07.06.06.07.02.010.0EMG21.04.010.04.05.07.08.09.0Result EMG4.05.010.06.06.07.08.010.0
Translate
Communication by Your HandsDetect rest action4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
When will I send these EMG data???1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG (a, b, c, d, e, f, g, h)
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG (a, b, c, d, e, f, g, h)
a + b + c + d + e + f + g + h Sum of EMG elements < 40 continue 30 times: rest action
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Translate
Communication by Your HandsMatching4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG1: (14.0, 34.0, 45.0, 1.0, 24.0, 3.0, 12.0, 34.0)1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plana, b, c, d, e, f, g, h8 dimensions space
4. Feature explanationA: (14.0, 34.0, 45.0, 1.0, 24.0, 3.0, 12.0, 34.0)B: (2.0, 4.0, 15.0, 45.0, 30.0, 4.0, 10.0, 2.0)O: (0, 0, 0, 0, 0, 0, 0, 0)
Communication by Your Hands8 dimensions spaceEMG1: (14.0, 34.0, 45.0, 1.0, 24.0, 3.0, 12.0, 34.0)bEMG1: (2.0, 4.0, 15.0, 45.0, 30.0, 4.0, 10.0, 2.0)
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands8 dimensions spaceA: compare EMG data
B: base EMG data
O: The Origin
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planA(4.0, 12.0, 43.0, 4.0, 20.0, 3.0, 5.0, 9.0)B(4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0)
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planA(4.0, 12.0, 43.0, 4.0, 20.0, 3.0, 5.0, 9.0)B(4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0)
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planA(4.0, 12.0, 43.0, 4.0, 20.0, 3.0, 5.0, 9.0)B(4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0)
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your HandsEMG14.012.043.04.020.03.05.09.0
bEMG14.010.043.03.019.03.06.09.0
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG1R0.001
Threshold0.01
Matched list
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG1R0.001
Threshold0.001
Matched list
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG1R0.001
Threshold0.001
MatchedMatched list
Matched list
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG1R0.001
Threshold0.001
EMG1bEMG1Matched
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
bEMG2EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG2R0.05
Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG2R0.05
Threshold0.001
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
bEMG3EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG3R0.02
Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG3R0.02
Threshold0.001
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
bEMG4EMG1Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG4R0.017
Threshold0.001
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG4R0.017
Threshold0.001
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG1bEMG4R0.017
Threshold0.001
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
bEMG1EMG2Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG1R0.05
Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG1R0.05
Threshold0.01
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG2Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG2R0.016
Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG2R0.016
Threshold0.01
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG3Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG3R0.043
Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG3R0.043
Threshold0.01
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG4Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG4R0.05
Threshold0.01
Matched listEMG1bEMG1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0bEMG23.04.05.03.05.06.07.08.0bEMG32.03.05.07.020.04.023.09.0bEMG410.040.014.023.015.024.03.02.0
EMG2bEMG4R0.05
Threshold0.01
Matched listEMG1bEMG1
No match
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG14.012.043.04.020.03.05.09.0EMG25.05.05.05.06.06.06.06.0EMG315.05.03.07.027.010.04.06.0EMG423.04.02.03.06.03.05.07.0
bEMG14.010.043.03.019.03.06.09.0
Translate
Communication by Your HandsDetect4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matching
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning left
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning leftResult of matching:bEMG1 (4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0)leftSignal4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0123.0, 4.0, 5.0, 3.0, 5.0, 6.0, 7.0, 8.0232.0, 3.0, 5.0, 7.0, 20.0, 4.0, 23.0, 9.0542.0, 3.0, 5.0, 7.0, 20.0, 4.0, 23.0, 9.05610.0 40.0, 12.0, 23.0, 15.0, 24.0, 3.0, 2.042
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning leftResult of matching:bEMG1 (4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0)leftSignalemgCodemeaningLeft4.0, 10.0, 43.0, 3.0, 19.0, 3.0, 6.0, 9.0123.0, 4.0, 5.0, 3.0, 5.0, 6.0, 7.0, 8.0232.0, 3.0, 5.0, 7.0, 20.0, 4.0, 23.0, 9.0542.0, 3.0, 5.0, 7.0, 20.0, 4.0, 23.0, 9.05610.0 40.0, 12.0, 23.0, 15.0, 24.0, 3.0, 2.042
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning right
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning rightNoise meaning filter
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planNoise meaning filterMeaningLeft:12, 12, ... 12, 43, 43, 45, 51, , 51
50 times
70 times
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planNoise meaning filterMeaningLeft:12, 12, ... 12, 43, 43, 45, 51, , 51
50 times
70 times
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planNoise meaning filterMeaningLeft:12, 12, ... 12, 43, 43, 45, 51, , 51
50 times
70 times
12, 51
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning rightFind meaning code of each hand Noise meaning filter
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning code of each hand meaningLeft: 12meaningRight: 51 wordSignalmeaningLeftmeaningRightmeaningCode1251123542545435634442125
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning code of each hand meaningLeft: 12meaningRight: 51 wordSignalmeaningLeftmeaningRightmeaningCode1251123542545435634442125
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning rightFind meaning code of each hand Find meaning Noise meaning filter
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning meaningCode: 1dataContentmeaningCodemeaningLeft1Ti2Bn3n4Cho5Yu
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planFind meaning meaningCode: 1dataContentmeaningCodemeaningLeft1Ti2Bn3n4Cho5Yu
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning rightFind meaning code of each hand Find meaning Duplicate result filter Noise meaning filter
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planDuplicate result filter rawResult:Ti Ti Ti Cho Cho Bn Bn
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planDuplicate result filter rawResult:Ti Ti Ti Cho Cho Bn Bn
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planDuplicate result filter rawResult:Ti Ti Ti Cho Cho Bn Bn
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planResult of matchingFind meaning leftFind meaning rightFind meaning code of each hand Find meaning Duplicate result filter Noise meaning filterResult of matching
Translate
Communication by Your HandsDemo4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Demo -1Demo 1: Translate sign language online
Scenario: User Nguyn Vn A - a mute person, uses 2 MYO armband and translate function of CBYH application to communicate with his classmates : ti thch kt bn mi ngi.
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Train
Communication by Your HandsOptimize4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planOptimized area
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planOptimized area
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planAAA: input EMGA: optimized EMGB: input EMGB: optimized EMG
BB
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG5.06.07.08.04.05.06.07.0
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMG5.06.07.08.04.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.07.08.04.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.08.04.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.04.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.0K*8.04.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.0K*8.04.0K*4.05.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.0K*8.04.0K*4.05.0K*5.06.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.0K*8.04.0K*4.05.0K*5.06.0K*6.07.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.0K*5.06.0K*6.07.0K*7.08.0K*8.04.0K*4.05.0K*5.06.0K*6.07.0K*7.0
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planEMGnew EMG5.014.43375672974056.017.32050807568867.020.20725942163678.023.09401076758484.011.54700538379245.014.43375672974056.017.32050807568867.020.2072594216367
K
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planmeaningCodemeaningdataContent
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planmeaningRightmeaningRightmeaningCodemeaningdataContentmeaningLeftmeaningLeft
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planemgCodemeaningLeftleftSignalmeaningRightmeaningRight111..*1..*meaningCodemeaningdataContentNew EMG
emgCodemeaningRightrightSignalmeaningLeftmeaningLeft
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planemgCodemeaningLeftleftSignalmeaningRightmeaningRight111..*1..*meaningCodemeaningdataContentNew EMG
emgCodemeaningRightrightSignalmeaningLeftmeaningLeftmeaningLeftmeaningRightmeaningCodewordSignal11..*11..*1..*1
Train
Communication by Your HandsDemo4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Demo - 2Demo 2: Train sign language online
Scenario: Staff Nguyn Vn B with the help of Staff Nguyn Vn C train new word n to the standard library of the system.
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Offline
Communication by Your Hands4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
MatchingOptimizeDetect
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Offline
Communication by Your HandsTranslate4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Offline
Communication by Your HandsDemo - Translate4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Demo - 3Demo 3: Translate sign language (offline)
Scenario: User Nguyn Vn A travels and gets lost in the countryside where no Wi-Fi connection is available and his phone is out of credit. He decides to use the translate (offline) function of CBYH application to ask the local people: Ti u
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Offline
Communication by Your HandsTrain4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
I have to do too many action
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planemgCodemeaningLeftleftSignalemgCodemeaningRightrightSignalmeaningLeftmeaningLeftmeaningRightmeaningRight111..*1..*meaningCodemeaningdataContentmeaningLeftmeaningRightmeaningCodewordSignal11..*11..*1..*1
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planmeaningCodemeaningcustomContentemgCodemeaningLeftleftSignalemgCodemeaningRightrightSignalmeaningLeftmeaningLeft111..*1..*meaningCodemeaningdataContentmeaningLeftmeaningRightmeaningCodewordSignal11..*11..*1..*1meaningRightmeaningRight
4. Feature explanation
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future planmeaningCodemeaningcustomContentemgCodemeaningLeftleftSignalemgCodemeaningRightrightSignalmeaningLeftmeaningLeft111..*1..*meaningCodemeaningdataContentmeaningLeftmeaningRightmeaningCodewordSignal11..*11..*1..*1meaningRightmeaningRight1..*1..*1..*111customLeftcustomRightmeaningCodecustomSignal
Offline
Communication by Your HandsDemo - Train4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationDemo 4: Train sign language (offline)
Scenario: User Nguyn Vn A wants to train new custom sign Ti xin cho mi ngi
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Outcome
Communication by Your Hands4. Feature explanation
1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
4. Feature explanationCBYH system performance:*Word translation accuracy: 80%*Sentence translation accuracy: 60%(best muscle condition)
Disadvantage:*1 side translation: side language -> text/ speech*Not support multi platform
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Future plan
Communication by Your Hands
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
5. Future plan
Communication by Your Hands1. Scenario problem2. Current solution3. Teams solution4. Feature explanation5. Future plan
Thank you for your listening
Q/A
Communication by Your Hands