EVALUASI AKURASI SISTEM ANALISIS GERAK TANPA PENAND DENGAN KECEPATAN YANG BERBEDA
Nowadays, there are so many applications regarding image analysis used for varying activities. Pose estimation is a part of image analysis. Pose estimation software has begun to be used as research object because of its ability to estimate body shape of human(s) based on an image used as input. O...
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| Format: | Final Project |
| Language: | Indonesia |
| Online Access: | https://digilib.itb.ac.id/gdl/view/65242 |
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| Institution: | Institut Teknologi Bandung |
| Language: | Indonesia |
| Summary: | Nowadays, there are so many applications regarding image analysis used for varying
activities. Pose estimation is a part of image analysis. Pose estimation software has begun to
be used as research object because of its ability to estimate body shape of human(s) based on
an image used as input. OpenPose is one of pose estimation software with open source.
Hence, OpenPose is the most commonly used pose estimation software.
OpenPose is also used as research object in biomechanics. OpenPose with its ability
is being considered as alternative method for measuring location of human body parts. To
this day, the usually used conventional method requires difficult preparation and high budget.
Unfortunatetly, OpenPose as a potential for alternative method has not been evaluated in
overall.
speed. Both method, OpenPose dan conventional, were being compared for each videos and
the results are categorized by running speed to be compared once again with the results drawn
for different running speed. The conclusions gotten from those results are OpenPose has high
error value but it also has high correlativity so it can still be used to estimate but with zero
point settings. Hypothesis test indicated that the correlativity mean between each of three
running speed is the same. But, the correlativity mean (ignoring variance) was getting lower
with increasing running speed which opened a possibility that OpenPose can not be used with
an even higher running speed (>8 km/h).
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