• Title/Summary/Keyword: Pattern Accuracy

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Study on Deburring and Burr Mechanism of Fabricated Micro-Pattern on Cylindrical Workpiece (원통형 공작물에서 미세패턴의 디버링 및 버의 생성 메커니즘)

  • Jin, Dong-Hyun;Lee, Sung-Ho;Kwak, Jae-Seob
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.41 no.4
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    • pp.251-255
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    • 2017
  • Burr generation is inevitable during the machining of a micro-pattern, and it is difficult to distinguish between the pattern and burr because they have a very small dimensions. In this study, a micro-pattern with a pitch of $60{\mu}m$and height of $1{\mu}m$ was fabricated on a cylindrical surface using a turning machine. The structure of a burr and its generation mechanism were determined, and a magnetic abrasive deburring process was used to improve the accuracy of the pattern. As a result, when fabricating a micro-pattern, it was shown that the direction of the burr was determined by the feed direction of the tool. The measured pattern height was $1.018{\mu}m$ when the magnetic flux density and spindle speed were respectively 40 mT and 1600 rpm, respectively, during magnetic abrasive deburring, which were determined to be the optimal conditions for processing.

Visual Perception Dynamics of Relative Phase Coordination Pattern with Additional Visual Information Using a Background Grid (상대위상을 이용한 시각적 협응 패턴의 지각 역학과 격자무늬를 이용한 부가적 감각 정보에 따른 영향)

  • Ryu, Young-Uk
    • Korean Journal of Cognitive Science
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    • v.23 no.3
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    • pp.409-424
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    • 2012
  • The purpose of the present study was to examine if perception of visual coordination pattern is consistent with the prediction of the HKB model (Haken, Kelso, Bunz, 1985). In addition, this study aimed to see if an additional sensory information using a grid background stabilizes perception of coordination pattern. Participants joined one of two experimental groups, Normal background and Grid background, to participate the pattern recognition training session and the pattern judgment test session. Participants observed $0^{\circ}$, $18^{\circ}$, $36^{\circ}$, $54^{\circ}$, $72^{\circ}$, $90^{\circ}$, $108^{\circ}$, $126^{\circ}$, $144^{\circ}$, $162^{\circ}$, and $180^{\circ}$ coordination patterns characterized by two oscillating dots. The dots oscillated in 0.25 Hz for the pattern recognition training and in 0.5 Hz, 1 Hz, and 2 Hz for the pattern judgment test. Judgment score, absolute judgment error, and judgment stability out of the pattern judgment test were analyzed statistically. The landscape of pattern accuracy and stability data was "inverted-U" shape with slower oscillating frequency conditions. In the faster condition, the accuracy and stability of the judgment decreased with relative phase patterns near $180^{\circ}$. These findings consistent with the prediction of the HKB model. The grid as additional sensory information did not increase accuracy and stability in coordination perception.

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Micro-lens Patterned LGP Injection Mold Fabrication by LIGA-reflow Process (LIGA-reflow 응용 Micro-lens Pattern 도광판 금형 제작)

  • Hwang C.J.;Kim J.D.;Chung J.W.;Ha S.Y.;Lee K.H.
    • Proceedings of the Korean Society for Technology of Plasticity Conference
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    • 2004.05a
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    • pp.241-244
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    • 2004
  • Microlens patterned micro-mold fabrication method for Light Guiding Plate(LGP), kernel part of LCD-BLU(Back Light Unit), was presented. Instead of erosion dot pattern for LCP optical design, microlens pattern, fabricated by LIGA-reflow process, was applied. Optical pattern design method was also developed not only for negative pattern LGP, but also positive pattern LGP. In order to achieve flow balance during the micro-injection molding process and dimensional accuracy, two LGP pattern was made in one micro-mold.

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A Study of Pattern Making by Computer -for women's clothing- (컴퓨터에 의한 의복원형제도의 기초연구)

  • Lee Soon Won;Nam Yoon Ja;Kim Ji Soon
    • Journal of the Korean Society of Clothing and Textiles
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    • v.9 no.1
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    • pp.37-46
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    • 1985
  • The study is undertaken to utilize the computer in pattern making for women. The automation by the use of computer provides the higher accuracy and efficiency in pattern making. GIGI Graphic Terminal is used for pattern making. The results are as follows: 1. Basic points which can be connected to depict basic pattern are represented on the X-Y co-ordinates. 2. Body measurements for bodice and sleeve pattern are as follows: For bodice pattern: center back waist length, bust girth, and shoulder width. For sleeve pattern: arm hole length, wrist girth, and sleeve length. 3. Grading of standard size was accomplished by using same method.

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Fast Face Gender Recognition by Using Local Ternary Pattern and Extreme Learning Machine

  • Yang, Jucheng;Jiao, Yanbin;Xiong, Naixue;Park, DongSun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.7
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    • pp.1705-1720
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    • 2013
  • Human face gender recognition requires fast image processing with high accuracy. Existing face gender recognition methods used traditional local features and machine learning methods have shortcomings of low accuracy or slow speed. In this paper, a new framework for face gender recognition to reach fast face gender recognition is proposed, which is based on Local Ternary Pattern (LTP) and Extreme Learning Machine (ELM). LTP is a generalization of Local Binary Pattern (LBP) that is in the presence of monotonic illumination variations on a face image, and has high discriminative power for texture classification. It is also more discriminate and less sensitive to noise in uniform regions. On the other hand, ELM is a new learning algorithm for generalizing single hidden layer feed forward networks without tuning parameters. The main advantages of ELM are the less stringent optimization constraints, faster operations, easy implementation, and usually improved generalization performance. The experimental results on public databases show that, in comparisons with existing algorithms, the proposed method has higher precision and better generalization performance at extremely fast learning speed.

Optimization of RC Plane Foames Based on The Principle of Divided Parameters (변수분리의 원리에 의한 철근콘크리트 평면 뼈대 구조물의 최적화)

  • 정영식;김봉익
    • Magazine of the Korea Concrete Institute
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    • v.9 no.1
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    • pp.133-141
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    • 1997
  • This work presents a method of optimum design for reinforced concrete building frames with rectangular cross sections. To overcome difficulties arising from the presence of two materials in one element(concrete and steel) , the principle of divided parameters is adopted. The design variable parameters are divided into two groups - external and internal. The optimization is also divided into external and internal procedure. Several scarxh algorithms are tested to verify their accuracy for the external optimization. This work proposes a new search method, a modified pattern search, and sample problems prove its accuracy and uscf'ulness. The design obtained by this method is an optimum and in full accord with ACI Building Code Ftequirements(ACI'318-89).

Analysis on the Sleep Patterns and Design of System for Customized Deep Sleep Service in Motion Bed Environments (모션 베드 환경에서 맞춤형 숙면 서비스를 위한 시스템 설계 및 수면 패턴 분석)

  • Kang, Hyeon Jun;Lee, Seok Cheol;Jeong, Jun Seo;Cho, Sung Beom;Lee, Won Jin;Lee, Jae Dong
    • Journal of Korea Multimedia Society
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    • v.25 no.8
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    • pp.1109-1121
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    • 2022
  • As the demand for quality sleep increases in modern society, the importance of sleep technology has increased. Recently, development of sleep environment improvement products and research on the user's sleep improvement have been activated. Representatively, user sleep pattern analysis research is being conducted through the existing polysomnography, but it is difficult to use it in the sleep environment of daily life. Therefore, in this paper, we propose a system design that can provide a customized deep sleep service to users by detecting sleep disturbance factors in a motion bed environment. In order to improve the user's sleep satisfaction, a logistic regression-based sleep pattern analysis model is proposed and accuracy and significance are verified through experiments. And to improve user's sleep satisfaction, we propose a logistic regression-based sleep pattern analysis model and verify accuracy and significance through experiments. The proposed system is expected to improve the user's sleep quality and effectively prevent and manage sleep disorders.

The Comparison of Pattern Identification Diagnosis According to Symptom Scale Based on Obesity Pattern Identification Questionnaire (한방비만병증 설문지를 바탕으로 증상 척도에 따른 변증진단 비교)

  • Kang, Kyung-Won;Moon, Jin-Seok;Kang, Byung-Gab;Kim, Bo-Young;Shin, Mi-Sook;Choi, Sun-Mi
    • Journal of Korean Medicine for Obesity Research
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    • v.9 no.1
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    • pp.37-44
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    • 2009
  • The study was to investigate the distribution for the diagnosis of pattern identification questionnaire and agreement rate between diagnosis of pattern identification based on obesity pattern identification questionnaire and the clinical diagnosis of pattern' identification by medical specialist. The distribution for the diagnosis of pattern identification based on obesity pattern identification questionnaire was shown in order of stagnation of liver Gi, retention of undigested food, deficiency of Yang at scale of 5, 3, 2 score and the diagnosis rate of single pattern identification at scale of 5, 3, 2 score was 89.96%, 79.33%, 54.64%, respectively the agreement rate between the diagnosis of pattern identification based on obesity pattern identification questionnaire and the clinical diagnosis of pattern identification by medical specialist was 0.1013. Therefore, the complementary management in CRF questionnaires with consultation from experts and the study for score difference of pattern identification will improve the accuracy and agreement rate, which will will be helpful for pattern identification of obesity by clinical experts.

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Likelihood-based Directional Optimization for Development of Random Pattern Authentication System (랜덤 패턴 인증 방식의 개발을 위한 우도 기반 방향입력 최적화)

  • Choi, Yeonjae;Lee, Hyun-Gyu;Lee, Sang-Chul
    • Journal of Korea Multimedia Society
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    • v.18 no.1
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    • pp.71-80
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    • 2015
  • Many researches have been studied to overcome the weak points in authentication schemes of mobile devices such as pattern-authentication that is vulnerable for smudge-attack. Since random-pattern-lock authenticates users by drawing figure of predefined-shape, it can be a method for robust security. However, the authentication performance of random-pattern-lock is influenced by input noise and individual characteristics sign pattern. We introduce an optimization method of user input direction to increase the authentication accuracy of random-pattern-lock. The method uses the likelihood of each direction given an data which is angles of line drawing by user. We adjusted recognition range for each direction and achieved the authentication rate of 95.60%.

Applications of capacitation status for litter size enhancement in various pig breeds

  • Kwon, Woo-Sung;Shin, Dong-Ha;Ryu, Do-Yeal;Khatun, Amena;Rahman, Md Saidur;Pang, Myung-Geol
    • Asian-Australasian Journal of Animal Sciences
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    • v.31 no.6
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    • pp.842-850
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    • 2018
  • Objective: Several studies have reported the development of new molecular methods for the prognosis and diagnosis of male fertility based on biomarkers aimed at overcoming the limitations of conventional male fertility analysis tools. However, further studies are needed for the field application of these methods. Therefore, alternative methods based on existing semen analysis methods are required to improve production efficiency in the animal industry. Methods: we examined the possibility of improving litter size in various pig breeds using combined Hoechst 33258/chlortetracycline fluorescence (H33258/CTC) staining. The correlation between field fertility and capacitation status by combined H33258/CTC staining in different ejaculates spermatozoa (n = 3) from an individual boar (20 Landrace, 20 Yorkshire, and 20 Duroc) was evaluated as well as overall accuracy. Results: The acrosome reacted (AR) pattern after capacitation (%) was positively correlated with the litter size of Landrace, Yorkshire, and Duroc pigs and the overall accuracy was 75%, 75%, and 70% in Landrace, Yorkshire, and Duroc pigs, respectively. The difference (${\Delta}$) in AR pattern before and after capacitation was positively correlated with the litter size of Landrace, Yorkshire, and Duroc pigs and the overall accuracy was 80%, 65%, and 55% in Landrace, Yorkshire, and Duroc pigs, respectively. However, the difference (${\Delta}$) in capacitated (B) pattern before and after capacitation was negatively correlated with the litter size of Landrace pigs and the overall accuracy was 75%. Moreover, average litter size was significantly altered according to different combined H33258/CTC staining parameters. Conclusion: These results show that combined H33258/CTC staining may be used to predict male fertility in various breeds. However, the selection of specific efficiency combined H33258/CTC staining parameters requires further consideration. Taken together, these findings suggest that combined H33258/CTC staining may constitute an alternative method for predicting male fertility until such time as fertility-related biomarkers are further validated.