• Title/Summary/Keyword: Accuracy Measure

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A Text-based Similarity Measure for Scientific Literature (논문 데이터베이스를 위한 텍스트 기반 유사도 계산 방안)

  • Yoon, Seok-Ho;Kim, Sang-Wook
    • The KIPS Transactions:PartD
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    • v.18D no.5
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    • pp.317-322
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    • 2011
  • This paper addresses computing of similarity among papers using text-based measures. First, we analyze the accuracy of the similarities computed using different parts of a paper, and propose a method of Keyword-Extension, which is very useful when text information is incomplete. Via a series of experiments, we verify the effectiveness of Keyword-Extension.

Real-time position measurements of mobile object using PSD sensor (PSD 센서를 이용한 이동물체의 실시간 위치측정)

  • Ro, Jae-Hee;Kweon, Seok-Geon;Seo, Nam-Il;Ro, Young-Shick
    • Proceedings of the KIEE Conference
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    • 1998.11b
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    • pp.540-542
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    • 1998
  • The Position Sensitive Detector(PSD) is an useful device which can be used to measure the position of an incidence light in accuracy and in real-time. In this paper, 2-D PSD sensor is used to measure the 2-D position of moving object with light source. To get the position of light source from PSD sensor exactly, we propose two position computation methods ; the parameter calibration and neural network. Experimental data is presented that offer the comparision between two methods and demonstrates the effectiveness of proposed approach.

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A Hybrid Automatic Focusing Method with Gaussian Interpolation and Adaptive Step Size (가우시안보간과 적응스텝크기를 적용한 하이브리드 오토포커싱)

  • Moon, Soon Hwan;Kim, Gyung Bum
    • Journal of the Semiconductor & Display Technology
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    • v.13 no.1
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    • pp.51-55
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    • 2014
  • In this paper, an hybrid automatic focusing method has been proposed for speedy and reliable measurement and inspection in industry. It can improve reliability of focusing position by using not a focusing measure but the hybrid one that is incorporated with sobel operator and auto-correlation. Also, it can not only reduce control time of focusing position using adaptive step size, but also improve accuracy of focusing position by gaussian interpolation. Its performance is verified by experiments. It is expected that it can apply to optical system for measurement and inspection in industry fields.

A novel encoder of digital and analog hybrid typo ofr servo control with high-precision resolution (초정밀 위치제어를 위한 새로운 디지털 아날로그 혼합형 엔코더)

  • Park, Jong-Won;Hong, Jeng-Pyo;Park, Sung-Jun;Kwon, Soon-Jae;Heon, Sohn-Mu;Kim, Jong-Dal;Kim, Gyu-Seob
    • Proceedings of the KIEE Conference
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    • 2003.07b
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    • pp.1006-1008
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    • 2003
  • Position controls are very important in semiconductor manufacturing devices, machine tools precision measuring instruments, etc. to measure the distance of movement of moving objects in minute units and the accuracy of measurement for the moving distance in these devices affect the performance of the whole devices. Therefore, in those precision instruments, a sensing device that can measure the distance of movement with high-precision resolution is required. In this paper, a novel encoder of digital and analog hybrid type is proposed. It is shown that from this experiment a high-resolution angle measurement device can be designed by a low cost incremental encoder.

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Power Quality Disturbances Detection Technique using Filter Bank and Adaptive Filters (필터뱅크와 적응필터를 이용한 전력품질 외란 검출기법)

  • Yun, Jae-Jun;Lee, Jeong-Kyu;Sohn, Sang-Wook;Bae, Hyeon-Deok
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.61 no.1
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    • pp.162-167
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    • 2012
  • In power quality monitoring, it is very important to detect disturbances (sag, swell, transient, and interruption) accurately. In this paper, a detection method for power quality disturbances by combining the filter bank system and adaptive filter is proposed. To decompose power signal, binary tree structured filter bank system is designed. In the filter bank system, the fundamental filter bank(QMF bank) is used as a module in each decomposing level. An adaptive filter is used to improve the detection accuracy of disturbances for each subband signal. In the adaptive filter, the measure of estimated error change is used to detect singular points of power quality disturbances. Computer simulations were performed on synthetic signals which have disturbances to assess the performance of the proposed method.

A Mixed Co-clustering Algorithm Based on Information Bottleneck

  • Liu, Yongli;Duan, Tianyi;Wan, Xing;Chao, Hao
    • Journal of Information Processing Systems
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    • v.13 no.6
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    • pp.1467-1486
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    • 2017
  • Fuzzy co-clustering is sensitive to noise data. To overcome this noise sensitivity defect, possibilistic clustering relaxes the constraints in FCM-type fuzzy (co-)clustering. In this paper, we introduce a new possibilistic fuzzy co-clustering algorithm based on information bottleneck (ibPFCC). This algorithm combines fuzzy co-clustering and possibilistic clustering, and formulates an objective function which includes a distance function that employs information bottleneck theory to measure the distance between feature data point and feature cluster centroid. Many experiments were conducted on three datasets and one artificial dataset. Experimental results show that ibPFCC is better than such prominent fuzzy (co-)clustering algorithms as FCM, FCCM, RFCC and FCCI, in terms of accuracy and robustness.

Implementation and Performance Evaluation of Safety Fence System Based on Industrial Fieldbus (산업용 필드버스 기반의 안전 펜스 시스템 개발 및 성능 평가)

  • Lee, Seung-Yong;Lim, Sun
    • IEMEK Journal of Embedded Systems and Applications
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    • v.14 no.1
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    • pp.43-49
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    • 2019
  • Recently, the importance of industrial fieldbus has been highlighted since the emergence of Industry 4.0. In particular, the Ethernet-based fieldbus protocol is actively used in automation systems. This paper proposes a safety fence system based on EtherCAT, a type of Ethernet-based fieldbus, to measure external loads. In order to measure the external loads, a force sensor was connected to an EtherCAT slave that transmits the sensor data to an EtherCAT master in real-time. The master ultimately controls the angle of the safety fence when it detects danger based on the given data. In the future, more effiecient safety fence system will be developed by using a HMI system to communicate with the EtherCAT master to manage safety and by employing multiple sensors to increase the accuracy of the fence system.

The Development of a Wearable Prototype to Measure Clothing Pressure through Sensor Calibration Procedure

  • Jin, Heejae;Lee, Hyojeong
    • Journal of the Korean Society of Clothing and Textiles
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    • v.46 no.5
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    • pp.827-835
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    • 2022
  • Clothing pressure is considered the essential factor affecting the comfort of clothing, so it is crucial that it is measured precisely. The purpose of this study is to construct a prototype using the Adafruit Flora as the Arduino system, which can be used as a wearable framework for easy, low-cost, and precise clothing pressure measurement. The study also aims to determine how best to conduct the procedure of sensor calibration. To optimize the accuracy of the sensors, the calibration procedure was implemented using mathematical methods that combined polynomial and exponential regression in a hybrid approach. The prototype can easily measure clothing pressure even during active movements, as seen in the detection of stable signals. In addition, since the system was specifically proposed as a wearable patch that can be easily attached and removed as necessary, it can also be used to standardize the value of clothing pressure in each movement.

Staff-line and Measure Detection using a Convolutional Neural Network for Handwritten Optical Music Recognition (손사보 악보의 광학음악인식을 위한 CNN 기반의 보표 및 마디 인식)

  • Park, Jong-Won;Kim, Dong-Sam;Kim, Jun-Ho
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.7
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    • pp.1098-1101
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    • 2022
  • With the development of computer music notation programs, when drawing sheet music, it is often drawn using a computer. However, there are still many use of hand-written notations for educational purposes or to quickly draw sheet music such as listening and dictating. In previous studies, OMR focused on recognizing the printed music sheet made by music notation program. the result of handwritten OMR with camera is poor because different people have different writing methods, and lens distortion. In this study, as a pre-processing process for recognizing handwritten music sheet, we propose a method for recognizing a staff using linear regression and a method for recognizing a bar using CNN. F1 scores of staff recognition and barline detection are 99.09% and 95.48%, respectively. This methodologies are expected to contribute to improving the accuracy of handwriting.

A Study on Kinematic Evaluation of Hydraulic Schovel Arms by Using a Manipulability Measure (가조작도를 이용한 소형 유압 쇼벨암의 기구평가에 관한 연구)

  • KANG, Soondong;HARA, Kei;HUH, Manjo
    • Journal of the Korean Society for Precision Engineering
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    • v.14 no.1
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    • pp.52-57
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    • 1997
  • The paper deals with kinematic evaluation of performance of a hydraulic shovel arm for deburrinhg task. First, a new criteria for evaluation is derived to evaluate accuracy of an ene-effector at each position with- in the movable area of the hydraulic shovel arm. Secondly a graphic evaluation system that displays a map of the criteria for evaluation and a map of the manupulability measure is build. Thirdly, by using by using the sas- tem, a hydraulic shovel arm is kinematically evaluated. Finally, from the comparison of the result obtained from the computer simulation and an experimental result, it is indicated that the derived criteria for evalu- ation and the graphic system are useful.

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