Seminar 2022-10-12

[ArieRS]

Seminar 2022-10-12

Discussion Result with Prof Tamukoh

Progress

• Explore VAE as feature extraction and dimension reduction
  • Based on the study literature, it is possible to use VAE in this research plan
• Explore Reservoir Computing as a classifier
  • Hopefully it can be good research and published in journals and conferences because based on my literature study there is no single paper that combines VAE and Reservoir Computing for motion recognition.
  • Challenge :
    • The implementation of reservoir computing
    • Indonesian Sign Language Video Dataset does not exist so I use the dataset which already available in the Internet

Next Plan

• Try existing implementation to gain insight into gesture recognition
• Try to implement VAE
• Try to implement Reservoir Computing
• Drafting paper
• Adding literature study