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Your search keyword '"Yoo, Min-Jae"' showing total 15 results
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15 results on '"Yoo, Min-Jae"'

2. Unsupervised Deep Contrast Enhancement with Power Constraint for OLED Displays

Author

Shin, Yong-Goo, Park, Seung, Yeo, Yoon-Jae, Yoo, Min-Jae, and Ko, Sung-Jea

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

Various power-constrained contrast enhancement (PCCE) techniques have been applied to an organic light emitting diode (OLED) display for reducing the power demands of the display while preserving the image quality. In this paper, we propose a new deep learning-based PCCE scheme that constrains the power consumption of the OLED displays while enhancing the contrast of the displayed image. In the proposed method, the power consumption is constrained by simply reducing the brightness a certain ratio, whereas the perceived visual quality is preserved as much as possible by enhancing the contrast of the image using a convolutional neural network (CNN). Furthermore, our CNN can learn the PCCE technique without a reference image by unsupervised learning. Experimental results show that the proposed method is superior to conventional ones in terms of image quality assessment metrics such as a visual saliency-induced index (VSI) and a measure of enhancement (EME)., Comment: Accepted to IEEE transactions on Image Processing. To be published

Published
2019
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3. Smart Contract Based Academic Paper Review System

Author

Yoo, Min Jae, Won, Yoojae, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martin, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Park, James J., editor, Park, Doo-Soon, editor, Jeong, Young-Sik, editor, and Pan, Yi, editor

Published
2020
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7. Revisiting PID Control for Power-Constrained Video Display

Author

Jang, Yurim, Cho, Hyunjun, Park, Geon-Ho, Yoo, Min-Jae, and Jung, Seung-Won

Abstract

Due to the significant power consumption of emissive display panels and the limited battery capacity of electronic devices, it is necessary to implement power-constrained display operations for video content. One of the effective power-constrained display techniques is power-constrained contrast enhancement (PCCE), which aims to reduce the power demands of the display while maintaining the quality of the content. However, PCCE has been mainly studied in the image domain. In this letter, we explore how PCCE can be applied to the video domain by revisiting the proportional-integral-derivative (PID) control. The proposed method consists of three key components: 1) The proportional term determines a power-saving ratio for each video frame based on its luminance, resulting in aggressive power-saving in bright video frames; 2) the integral term ensures that the target power-saving ratio is achieved over the entire video; 3) the differential term prevents abrupt temporal fluctuations in the power-saving ratio of consecutive video frames. The experimental results demonstrate that the proposed PID-based PCCE method achieves superior performance on two public video datasets. In particular, the proposed method achieves 5.8% improvements in VMAF compared to the previous method on the TVSum dataset.

Published
2024
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15. Resistance to Cleavage of Core⁻Shell Rubber/Epoxy Composite Foam Adhesive under Impact Wedge⁻Peel Condition for Automobile Structural Adhesive.

Author

Back JH, Baek D, Shin JH, Jang SW, Kim HJ, Kim JH, Song HK, Hwang JW, and Yoo MJ

Abstract

Epoxy foam adhesives are widely used for weight reduction, watertight property, and mechanical reinforcement effects. However, epoxy foam adhesives have poor impact resistance at higher expansion ratios. Hence, we prepared an epoxy composite foam adhesive with core⁻shell rubber (CSR) particles to improve the impact resistance and applied it to automotive structural adhesives. The curing behavior and pore structure were characterized by differential scanning calorimetry (DSC) and X-ray computed tomography (CT), respectively, and impact wedge⁻peel tests were conducted to quantitatively evaluate the resistance to cleavage of the CSR/epoxy composite foam adhesives under impact. At 5 and 10 phr CSR contents, the pore size and expansion ratio increased sufficiently due to the decrease in curing rate. However, at 20 phr CSR content, the pore size decreased, which might be due to the steric hindrance effect of the CSR particles. Notably, at 0 and 0.1 phr foaming agent contents, the resistance to cleavage of the adhesives under the impact wedge⁻peel condition significantly improved with increasing CSR content. Thus, the CSR/epoxy composite foam adhesive containing 0.1 phr foaming agent and 20 phr CSR particles showed high impact resistance ( E C = 34,000 mJ/cm²) and sufficient expansion ratio (~148%).

Published
2019
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