• Title/Summary/Keyword: Processing quality

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Deep Learning-Based Low-Light Imaging Considering Image Signal Processing

  • Minsu, Kwon
    • Journal of the Korea Society of Computer and Information
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    • v.28 no.2
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    • pp.19-25
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    • 2023
  • In this paper, we propose a method for improving raw images captured in a low light condition based on deep learning considering the image signal processing. In the case of a smart phone camera, compared to a DSLR camera, the size of a lens or sensor is limited, so the noise increases and the reduces the quality of images in low light conditions. Existing deep learning-based low-light image processing methods create unnatural images in some cases since they do not consider the lens shading effect and white balance, which are major factors in the image signal processing. In this paper, pixel distances from the image center and channel average values are used to consider the lens shading effect and white balance with a deep learning model. Experiments with low-light images taken with a smart phone demonstrate that the proposed method achieves a higher peak signal to noise ratio and structural similarity index measure than the existing method by creating high-quality low-light images.

Quality Characteristics of Makgeolli and Nuruk Grain Inoculated with Aspergillus oryzae N041 (황국균(Aspergillus oryzae N041)을 이용한 곡류 낱알누룩 제조 및 막걸리의 품질특성)

  • Baek, Seong-Yeol;Kim, Joo-Yeon;Yun, Hye-Ju;Choi, Ji-Ho;Choi, Han-Seok;Jeong, Seok-Tae;Yeo, Soo-Hwan
    • Journal of the East Asian Society of Dietary Life
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    • v.21 no.6
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    • pp.877-881
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    • 2011
  • This study was investigated the quality characteristics of Makgeolli containing different types of Nuruk grain inoculated with A. oryzae N041. In an analysis of the quality characteristics of four types of Nuruk grain, mung beans Nuruk grain had higher acidity, amino acidity and saccharogenic power than rice Nuruk grain. In an analysis of four types of brewed Nuruk grain, mung beans Nuruk grain had the highest sugar and reducing sugar contents. On the other hand, mung beans Nuruk grain had the lowest alcohol content. Citric acid, malic acid and succinic acid have been identified as the major organic acids in Makgeolli. The amounts of organic acids were 1,748.5 mg% in rice Nuruk grain, 1,553.9 mg% in mung beans Nuruk grain, 1,003.2 mg% in barley Nuruk grain and 940.8 mg% in adlay Nuruk grain. In particular, Makgeolli brewed with mung beans Nuruk grain had the highest content of the organic acids, which is expected to deepen its flavor.

Architecture Design for the Image Processing System of Meteorological Satellite (기상위성 영상처리 기본체계 아키텍처 설계)

  • Kuk, Seung-Hak;Choi, Chang-Min;Seo, Yong-Jin;Kim, Hyeon-Soo;SaKong, Young-Bo;Lee, Bong-Ju;Jang, Jae-Dong;Oh, Hyun-Jong
    • Korean Journal of Remote Sensing
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    • v.28 no.1
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    • pp.79-93
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    • 2012
  • This paper suggests a system architecture for the advanced meteorological satellite image processing system that is developing by NMSC(National Meteorological Satellite Center). The meteorology satellite image processing system has basically the image acquisition, the image processing, the data management, and the data dissemination functionalities. However, the existing system has some problems with respect to system integration as well as maintenance to accommodate new satellites and/or the new image processing systems for them which will be developed in the near future. To cope with these problems we propose a new system architecture for the advanced meteorology satellite image processing system. To do this we select as the architectural drivers the quality attributes such as modifiability, inter-operability, extendability, reusability, and platform independency and design the architecture to achieve such quality attributes. We expect that the new approach will solve current issues such as system integration, system dependency, or data management problems and will provide easy ways to incorporate new systems and to maintain them.

Assessment of the Quality Characteristics of Mixed-grain Nuruk Made with Different Fungal Strains (곰팡이 균종을 달리하여 제조한 혼합 곡류 누룩의 품질특성)

  • Baek, Seong-Yeol;Kim, Joo-Yeon;Choi, Ji-Ho;Choi, Jeong-Sil;Choi, Han-Seok;Jeong, Seok-Tae;Yeo, Soo-Hwan
    • Journal of the East Asian Society of Dietary Life
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    • v.22 no.1
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    • pp.103-108
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    • 2012
  • Nuruk is a fermented ingredient used for production of traditional Korean rice wine. In this study, quality characteristics of mixed-grain nuruk was made by brewing with different fungal strains was analyzed. Quality elements including enzyme activity and organic acids constituents were measured. The fermentation time of the nuruk did not make a significant difference in terms of its pH, but the acidity and amino acid content for nuruk made from a mixture of two fungal strains was higher than that seen with a single fungal strain. Overall, the enzyme activity for two fungal strain nuruk was higher than that observed for single fungal strain nuruk, with ${\alpha}$-amylase and acidic protease activity in the mixed strain nuruk observed to be more than twice that of the single strain. The major organic acids observed in the manufactured nuruk were identified as acetic, citric, formic, fumaric, lactic, malic and oxalic acids. The total amount of organic acids contained in the nuruk made with the two fungal strain was (2,116.3 mg%). The fungal strains used were A. kawachii SC60 nuruk (1,608.5 mg%) and A. oryzae RIB1353 nuruk (1,146.7 mg%).

A Model for Performance Analysis of the Information Processing System with Time Constraint (시간제약이 있는 정보처리시스템의 성능분석 모형)

  • Hur, Sun;Joo, Kook-Sun;Jeong, Seok-Yun;Yun, Joo-Deok
    • Journal of Korean Institute of Industrial Engineers
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    • v.36 no.2
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    • pp.138-145
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    • 2010
  • In this paper, we consider the information processing system, which organizes the collected data to meaningful information when the number of data collected from multiple sources reaches to a predetermined number, and performs any action by processing the collected data, or transmits to other devices or systems. We derive an analytical model to calculate the time until it takes to process information after starting to collect data. Therefore, in order to complete the processing data within certain time constraints, we develop some design criteria to control various parameters of the information processing system. Also, we analyze the discrete time model for packet switching networks considering data with no particular arrival nor drop pattern. We analyze the relationship between the number of required packets and average information processing time through numerical examples. By this, we show that the proposed model is able to design the system to be suitable for user's requirements being complementary the quality of information and the information processing time in the system with time constraints.

Study of Chemical Post-processing Method for Fused Deposition Modeled Three-Dimensional Printing Materials (FDM 방식 3D 프린팅 출력물의 화학적 후처리 공정 연구)

  • Kim, Sang-Young
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.41 no.9
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    • pp.839-844
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    • 2017
  • In the past few years, three-dimensional (3D) printing has been developed as a rapid prototyping (RP) technique. The fused deposition modeling (FDM)-type 3D printing is one of the most useful RP methods; however, it still has several disadvantages, such as low conductivity, heat degradation, and low surface quality. In this study, test specimens are fabricated using an FDM-type 3D printer with an ABS material. Then, the specimens undergo post-processing on submerging in acetone with various processing times. As the processing time increases, surface roughness is enhanced significantly within the first five seconds by chemical processing, following which the processing effects are reduced. Furthermore, post processing causes the ultimate strength and strain to increase slightly with increased processing time.

Study molded part quality of plastic injection process by melt viscosity evaluation

  • Lin, Chung-Chih;Wu, Chieh-Liang
    • Advances in materials Research
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    • v.3 no.2
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    • pp.91-103
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    • 2014
  • A study that demonstrates how to investigate the molded part quality and the consistency of injection process based on the rheological concept is proposed. It is important for plastic material whose melt viscosity is variable with respect to the processing condition. The formulations to couple the melt viscosity with injection pressure and fill time are derived first. Taking calculations of the measured pressure and the time by using these formulations, the melt viscosity in injection process can be determined on machine. As the relation between the injection speed and the melt viscosity is constructed, the influences of the setting parameter of injection machine on the molded part quality can be investigated through evaluating the state of the melt viscosity. In addition, a pressure sensor bushing (PSB) designed with a quick installation feature is also provided and validated. The results show that a higher injection speed improves the tensile strength of the molded part but also the consistency of the molded part quality. This work provides an alternative to evaluate the molding quality scientifically.

A Development Methodology for Quality Assurance System in Large-Scale Software Development Project (대규모 소프트웨어 개발 사업에서의 품질 보증을 위한 개발방법론)

  • 윤석환;박지은;신용백
    • Journal of Korean Society for Quality Management
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    • v.25 no.1
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    • pp.142-155
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    • 1997
  • To successfully carry out large scale research projects while su, pp.rting quality assurance of research output, effective and systematic management through utilization of resources such as manpower, time and cost as well as engineering techniques such as component technology and design methodology is required. It is necessary to establish development methodology to su, pp.rt quality assurance. The development methodology covers the contents and procedures of the project, such as division of the project into independently executable units, allocation of resources including researchers, component technology, related know-how and equipment, deployment of research units and integration of the project at the end. In this paper we present systematic development methodology for quality assurance in large scale software development projects by analyzing the contents of the methodology a, pp.ied to the Gigabit Information-processing And Networking Technology development project(GIALT).

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Development of Welding Quality Inspection System for RV Sinking Seat (RV 차량용 싱킹 시트의 용접 품질 검사 시스템 개발)

  • Yun, Sang-Hwan;Kim, Han-Jong;Kim, Sung-Gaun
    • Journal of Institute of Control, Robotics and Systems
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    • v.14 no.1
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    • pp.75-80
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    • 2008
  • This paper presents a vision based autonomous inspection system for welding quality control of a RV sinking seat. In order to overcome the precision error that arises from a visible inspection by an operator in the manufacturing process of a RV sinking seat, the machine vision based welding quality control system is proposed. It consists of the CMOS camera and the NI vision system. The geometry of the welding bead, which is the welding quality criteria, is measured by using the captured image with a median filter applied on it. The image processing software for the system was developed using the NI LabVIEW software. The proposed welding quality inspection system for RV sinking seat was verified using experimentation.

A Quality Evaluation Model for IoT Services (IoT 서비스를 위한 품질 평가 모델)

  • Kim, Mi;Lee, Nam Yong;Park, Jin Ho
    • KIPS Transactions on Computer and Communication Systems
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    • v.5 no.9
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    • pp.269-274
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    • 2016
  • In this paper We focuses on suggestion to quality model for IoT infrastructure services for Internet of Things. Quality model is suggested on security set out in ISO25000 quality factors and assessment of the existing traditional software application of ISO 9126 quality model. We validated that the proposed model can be realized it was applied to evaluate the 4 elements and related security in Metrics.