Browsing by Author "Korea (South)"

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The Atrous CNN Method with Short Computation Time for Super-Resolution

Shrestha, Bhanu; Kwon, Young-Man; Chung, Dong-Keun; Gal, Won-Mo (2020-03-01)

In this paper, we proposed the atrous CNN method with short computation time while maintaining a high quality of image compared to VDSR. We found that the computation was faster than VDSR by experimenting 30 times. To ...
Automatic effect generation method for 4D films

Goh, Eunsu; Kim, Daeyeol; Oh, Suyeong; Sohn, Chae-Bong (2020-03-01)

The 4D film is a technology that stimulates the viewer's senses by using motion chairs and special equipment to increase immersion. 4D movies have recently gained enormous popularity by using water, wind, scents, etc. to ...
Efficient algorithm for malware classification: n-gram MCSC

Lim, Myung-Jae; Kwon, Young-Man (2020-03-01)

In this paper, we proposed n-gram MCSC. This method extracts n-gram opcode from execution file and use Simhash to make image of them. We measured and compared the performance metrics of n-gram MCSC and existing MCSC such ...
Test Case Generation for Convolutional Neural Network

Kim, Hyung Ho (2020-03-01)

In this paper, we present a test image generation approach for Convolutional Neural Network (CNN) that is widely used for image recognition. The goal of our approach has to generate an image satisfying the following two ...

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