Kyung-Min Lee
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The organizations/institutes from the scholar's latest article
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Research Interests
Kyung-Min Lee has a total of 1 co-authors. Here are the top co-authors by number of shared publications:
- Chi-Ho Lin
School of Computer Science, Semyung University, Jecheon 27136, Republic of Korea
1 shared publication
Latest Publications
- Open Access
- 19 August 2021
- Published by MDPI AG in Applied Sciences
- Vol. 11 (16) , 7609
A Boosted 3-D PCA Algorithm Based on Efficient Analysis Method
In this paper, we propose a boosted 3-D PCA algorithm based on an efficient analysis method. The proposed method involves three steps that improve image detection. In the first step, the proposed method designs a new analysis method to solve the performance problem caused by data imbalance. In the second step, a parallel cross-validation structure is used to enhance the new analysis method further. We also design a modified AdaBoost algorithm to improve the detector accuracy performance of the new analysis method. In order to verify the performance of this system, we experimented with a benchmark dataset. The results show that the new analysis method is more efficient than other image detection methods.
- 19 August 2021
- Published by MDPI AG in Applied Sciences
- Vol. 11 (16) , 7609
Open AccessA Boosted 3-D PCA Algorithm Based on Efficient Analysis Method
In this paper, we propose a boosted 3-D PCA algorithm based on an efficient analysis method. The proposed method involves three steps that improve image detection. In the first step, the proposed method designs a new analysis method to solve the performance problem caused by data imbalance. In the second step, a parallel cross-validation structure is used to enhance the new analysis method further. We also design a modified AdaBoost algorithm to improve the detector accuracy performance of the new analysis method. In order to verify the performance of this system, we experimented with a benchmark dataset. The results show that the new analysis method is more efficient than other image detection methods.