ICACT20220181 Question.1
Questioner: tomayoon@ieee.org 2022-02-15 오전 9:17:14 |
ICACT20220181 Answer.1
Answer by Auhor sean9887@naver.com 2022-02-15 오전 9:17:14
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| First of all, thank you for the good research paper and presentation contents. I would like to know more about the research environment used in this study, and also in detail about the equipment & operating systems, development languages and software libraries you used. |
We did all experiments on a GTX 1080Ti GPU with Intel Core i7-8700K CPU, 12 GB memory, and 16 GB RAM, and used a Keras open-source library based on Tensorflow. |
ICACT20220181 Question.2
Questioner: tomayoon@ieee.org 2022-02-15 오전 9:21:30 |
ICACT20220181 Answer.2
Answer by Auhor sean9887@naver.com 2022-02-15 오전 9:21:30
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| Will you tell us what is the major achievement of this paper, and also what is further study issue from this? Thanks in advance!! |
The major achievement of this paper is that the performance of the model can be improved through high-quality data augmentation. However, I think it is necessary to verify it using noisy field data. |
ICACT20220181 Question.3
Questioner: xiaojianping@cnic.cn 2022-02-15 오후 4:00:23 |
ICACT20220181 Answer.3
Answer by Auhor sean9887@naver.com 2022-02-15 오후 4:00:23
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| Dear author, you have done a good research. What problems does your solution solve in the real environment?? What are the current shortcomings? What will the future research focus on? Thank you. |
Since this study used an open data set, it is necessary to verify it with data containing noise in the real environment. Therefore, future research will focus on collecting and utilizing real field data. |
ICACT20220181 Question.4
Questioner: namacabale@gmail.com 2022-02-16 오후 12:28:38 |
ICACT20220181 Answer.4
Answer by Auhor sean9887@naver.com 2022-02-16 오후 12:28:38
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| Dear Author, you have a very good research. Is the technology today capable of implementing your proposed scheme? Is there an existing technology almost similar to your proposal that has been deployed in real world environment? Thank you and stay safe. |
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ICACT20220181 Question.5
Questioner: quandh@vnu.edu.vn 2022-02-16 오후 10:29:26 |
ICACT20220181 Answer.5
Answer by Auhor sean9887@naver.com 2022-02-16 오후 10:29:26
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| Thanks for your work and your presentation. Can you please explain a little more details of your proposal method? As I understand, the input will be encoded, then its result is used for a classifier, so what is decoded part used for? |
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