def plotAMCCompare(coeffNum):
period = getAMCperiod(True, 60, 176)
period = cleanSeriesBias(period)
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
plt.scatter(range(len(normalizedCoeffs)),normalizedCoeffs,color='blue')
period = getAMCperiod(True, 177, 298)
period = cleanSeriesBias(period)
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
plt.scatter(range(len(normalizedCoeffs)),normalizedCoeffs,color='red')
plt.show()
def plotNormalizedCoeffsCompare(file, joint, periods):
maxLength = getMaxLenOfLists(periods);
for period in periods:
i= np.random.random(10)
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
plt.scatter(range(len(normalizedCoeffs)), normalizedCoeffs, c=i, s=500)
plt.show()
def compareAmcKinect(file, joint, coeffNum, periods):
series, coeffs, normalizedCoeffs = getFourier(getAMCperiod(), coeffNum)
vicon = accumulateList(normalizedCoeffs)
plt.scatter(range(len(vicon)), vicon)
kinect = accumlateCoeffsCompare(file, joint, periods)
plt.scatter(range(len(kinect)), kinect)
plt.legend('vk')
plt.show()
def accumlateCoeffsCompare(file, joint, periods):
maxLength = getMaxLenOfLists(periods);
accumCoeffs=[]
for period in periods:
i= np.random.random(10)
accumulatedCoeffs = []
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
accumCoeffs.append(normalizedCoeffs)
meanList = getMeanList(accumCoeffs)
return accumulateList(meanList)
def plotEveryPeriodWithFourier(file, joint):
periods= plotJointCenteredPeriodicaly(file, joint)
for period in periods:
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
plt.plot(range(len(period)), period)
plt.plot(range(len(period)), series)
plt.show()
plt.scatter(range(len(normalizedCoeffs)), normalizedCoeffs)
plt.ylim((0,1))
plt.show()
def plotEveryPeriodWithFourierWithoutBias(file, joint):
periods= plotJointCenteredPeriodicaly(file, joint)
periods=cleanPeriodsBias(periods)
maxLength = getMaxLenOfLists(periods)
for period in periods:
series, coeffs, normalizedCoeffs = getFourier(period, coeffNum)
plt.plot(range(len(period)), period)
plt.plot(range(len(period)), series)
plt.show()
plt.scatter(range(len(normalizedCoeffs)), normalizedCoeffs)
plt.ylim((0,1))
plt.xlim((0,coeffNum))
plt.show()