• 제목/요약/키워드: Noise removing

검색결과 407건 처리시간 0.024초

Active Infrared Thermography for Visualizing Subsurface Micro Voids in an Epoxy Molding Compound

  • Yang, Jinyeol;Hwang, Soonkyu;Choi, Jaemook;Sohn, Hoon
    • 비파괴검사학회지
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    • 제37권2호
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    • pp.106-114
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    • 2017
  • This paper presents an automated subsurface micro void detection technique based on pulsed infrared thermography for inspecting epoxy molding compounds (EMC) used in electronic device packaging. Subsurface micro voids are first detected and visualized by extracting a lock-in amplitude image from raw thermal images. Binary imaging follows to achieve better visualization of subsurface micro voids. A median filter is then applied for removing sparse noise components. The performance of the proposed technique is tested using 36 EMC samples, which have subsurface (below $150{\mu}m{\sim}300{\mu}m$ from the inspection surface) micro voids ($150{\mu}m{\sim}300{\mu}m$ in diameter). The experimental results show that the subsurface micro voids can be successfully detected without causing any damage to the EMC samples, making it suitable for automated online inspection.

A Comparison of Signal Processing Techniques in Optical Current Sensor for GIS

  • Kim, Young-Min;Park, Jung-Hwan;Jee, Seung-Wook;Lee, Kwang-Sik;Kim, Jung-Bae;Park, Won-Zoo
    • 조명전기설비학회논문지
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    • 제20권9호
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    • pp.103-109
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    • 2006
  • This research is contents about output characteristic of optic current sensor that use faraday effect. optic current sensor used in an experiment is consisted of three parts.(1) Source of light used laser diode of 1310[nm].(2) Sensor section manufactured circularly according to gas insulated switchgear. And $9/125[{\mu}m]$ standard single mode optical fiber for communication was installed winding 20 [turn] on sensor section core surroundings of diameter 31 [cm].(3) Electrical signal of PD(Photo detector) is collected using NI company's 16bit DAQ board via terminal block. Collected data analyzed by different three signal processing methods. NI company's $Labview^{TM}$ was used to signal processing software. As a result, In signal processing of optic current sensor, we could know that noise greatly more influences the error generation than fluctuation of light intensity. also, 1 class CT(current transformer) manufacture that have error rate less than 1[%] was available by removing these

DWT와 GPS/INS융합 알고리즘을 이용한 수면이동체의 위치 인식 (Localization of the surface vehicles using DWT and GPS/INS fusion algorithm)

  • 유한동;이인욱;최원석;이장명
    • 로봇학회논문지
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    • 제10권1호
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    • pp.1-8
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    • 2015
  • This paper proposes a study for accurate surface localization system using DWT(Discrete Wavelet Transform) and GPS/INS fusion algorithm. Because the propagation in the underwater is not passed by characteristics of the medium unlike the ground, the sonar system like DVL is used instead of GPS. But since these systems are installed on the seafloor and operated, a long time is required for installation and navigation systems are limited outside of the range area. And it is difficult to estimate position in a three-dimensional considering the depth in actual marine environment. In this paper, before the development of underwater localization system, precisely estimated position system is proposed in a two-dimensional by developing surface localization system using removing noise and disturbance with DWT and relatively inexpensive GPS and INS sensor.

자기공명영상촬영을 위한 Phased-Array Quadrature RF 코일 (Phased-Array Quadrature RF Coil for Magnetic Resonance Imaging)

  • 김선경;양윤정;이덕래;안창범;이흥규;오창현
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1997년도 춘계학술대회
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    • pp.227-229
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    • 1997
  • A new phased-array quadrature RF coil for one or two RF acquisition channels is developed for spine MR imaging. Quadrature RF coils for MRI have been useful to improve the signal-to-noise ratio (SNR) by $"\sqrt{2}"$ using two orthogonal RF coils in combination [1]. More recently, the phased-array RF coil has been proposed for more improvement of SNR by using an array of RF coil elements with a reduced size and coverage for each element. Two new schemes are proposed for the new phased-array quadrature RF coil as follows : (1) Proper overlapping of two quadrature RF coils thus removing the mutual inductance and (2) Attaching preamplifiers right after the coil section and combining the signal with proper phase delays. The coil has been implemented for receive- only mode. It has been tested through phantom and volunteer imaging. The experimental results show the utility of the proposed RF coil.

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이동 로봇을 위한 하이브리드 이미지 안정화 시스템의 개발 (Development of Hybrid Image Stabilization System for a Mobile Robot)

  • 최윤원;강태훈;;이동춘;이석규
    • 제어로봇시스템학회논문지
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    • 제17권2호
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    • pp.157-163
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    • 2011
  • This paper proposes a hybrid image stabilizing system which uses both optical image stabilizing system based on EKF (Extended Kalman Filter) and digital image stabilization based on SURF (Speeded Up Robust Feature). Though image information is one of the most efficient data for object recognition, it is susceptible to noise which results from internal vibration as well as external factors. The blurred image obtained by the camera mounted on a robot makes it difficult for the robot to recognize its environment. The proposed system estimates shaking angle through EKF based on the information from inclinometer and gyro sensor to stabilize the image. In addition, extracting the feature points around rotation axis using SURF which is robust to change in scale or rotation enhances processing speed by removing unnecessary operations using Hessian matrix. The experimental results using the proposed hybrid system shows its effectiveness in extended frequency range.

Automatic Electronic Cleansing in Computed Tomography Colonography Images using Domain Knowledge

  • Manjunath, KN;Siddalingaswamy, PC;Prabhu, GK
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권18호
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    • pp.8351-8358
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    • 2016
  • Electronic cleansing is an image post processing technique in which the tagged colonic content is subtracted from colon using CTC images. There are post processing artefacts, like: 1) soft tissue degradation; 2) incomplete cleansing; 3) misclassification of polyp due to pseudo enhanced voxels; and 4) pseudo soft tissue structures. The objective of the study was to subtract the tagged colonic content without losing the soft tissue structures. This paper proposes a novel adaptive method to solve the first three problems using a multi-step algorithm. It uses a new edge model-based method which involves colon segmentation, priori information of Hounsfield units (HU) of different colonic contents at specific tube voltages, subtracting the tagging materials, restoring the soft tissue structures based on selective HU, removing boundary between air-contrast, and applying a filter to clean minute particles due to improperly tagged endoluminal fluids which appear as noise. The main finding of the study was submerged soft tissue structures were absolutely preserved and the pseudo enhanced intensities were corrected without any artifact. The method was implemented with multithreading for parallel processing in a high performance computer. The technique was applied on a fecal tagged dataset (30 patients) where the tagging agent was not completely removed from colon. The results were then qualitatively validated by radiologists for any image processing artifacts.

128${\times}$144 pixel array 지문인식센서 설계 (Design of a Fingerprint Authentication Sensor with 128${\times}$144 pixel array)

  • 정승민;김정태;이문기
    • 한국정보통신학회논문지
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    • 제7권6호
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    • pp.1297-1303
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    • 2003
  • 반도체 방식의 capacitive type 지문인식센서의 신호처리를 위한 개선된 회로를 설계하였다. 최 상위 sensor plate가 지문의 굴곡을 감지한 capacitance의 변화를 전압의 신호로 전환하기위해서 charge-sharing 방식의 회로를 적용하였다. 지문센서 감도저하의 가장 큰 원인인 sensor plate에 존재하는 parasitic capacitance를 최소화하고 ridge와 valley 사이의 전압차를 향상시키기 위하여 기존과는 다른 아날로그버퍼회로를 설계하였다. 센서전압과 기준전압 신호를 비교하기 위해서 비교기를 설계하였으며, 센서어레이의 수직, 수평간 isolation 대책을 통하여 ESD 및 노이즈방지를 위한 설계를 제안하였다. 제안된 신호처리회로는 128${\times}$l44 pixel 규모의 회로로 구현되었다. 본 설계회로는 향후 생체인식을 이용한 정보보호용 지문인식 시스템에 응용될 수 있으리라본다.

카메라영상을 이용한 people counting system (people counting system using single camera)

  • 정하욱;장형진;백영민;김수완;최진영
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2009년도 정보 및 제어 심포지움 논문집
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    • pp.172-174
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    • 2009
  • This paper describes an implementation method for the 'People Counting System' which detects and tracks moving people using a fixed single camera. This system proposes the method of improving performances by compensating weakness of existing algorithm. For increasing effect of detection, this system uses Single Gaussian Background Modeling which is more robust at noise and has adaptiveness. It minimizes unnecessarily detected area that is a limitation of the detecting method by using the background differences. And this system prevents additional detecting problems by removing shadow. Also, This system solves the problems of segmentation and union of people by using a new method. This method can work appropriately, if the angle of camera would not strictly vertical or the direction of shadow were lopsided. Also, by using integration System, it can solve a number of special cases as many as possible. For example, if the system fails to tracking, it will detect the object again and will make it possible to count moving people.

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분산 파일럿 기반의 OFDM 시스템의 채널 추정 (Channel Estimation for Scattered Pilot Based OFDM Systems)

  • 김시현
    • 전기전자학회논문지
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    • 제15권3호
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    • pp.235-240
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    • 2011
  • 지상파 DTV 표준인 DVB-T에 채택된 분산 파일럿은 블록 형태와 빗 형태의 파일럿 배치의 장점을 모두 가지며 전송 효율을 증가시킨다. 데이터 부반송파에 대한 채널 추정을 위해 파일럿 부반송파를 이용한 시간 및 주파수 영역 추정이 필요하다. MSE (mean square error) 관점에서 최적인 2D Wiener 추정기는 너무 복잡하여 실현성이 떨어진다. 본 논문에서는 가산 백색 가우스 잡음의 전력을 추정하여 이를 채널 추정치에서 제거하는 새로운 채널 추정 방식을 제안한다. 또한 모의 실험을 통해 제안된 방식이 페이딩 채널에서 2차원 선형 보간 방식보다 채널 추정 성능이 우수함을 보인다.

실내 비행 로봇을 위한 WPAN 기반 자가 측위 시스템 개발 (Development of a WPAN-based Self-positioning System for Indoor Flying Robots)

  • 임정민;정원민;성태경
    • 제어로봇시스템학회논문지
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    • 제21권5호
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    • pp.490-495
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    • 2015
  • As flying robots are becoming popular, there are increased needs to use themforsuch purposes as parcel delivery, serving in restaurants, and stage performances. To control flying robots such as quad copters, localization is essential. In order to properly position flying robots, many techniques are in development, including IR (infra-red)-based systemswhich catch markers on a flying robot in order that it can position itself. However, this technique demonstrates only short coverage. Furthermore, localization from inertial sensors diverges as time passes. For this reason, this paper suggests a TWR (two-way ranging) based positioning technique. Despite the weaknesses in currently available TWR system, this paper suggests a self-positioning and outlier detection technique in order to provide reliable position information with a faster update rate. The self-positioning system sends a shorter message which reduces wireless traffic. By detecting and removing outlier measurements, a positioning result with better accuracy is acquired. Finally, this paper shows that the suggesting system detects outlierssequentially from less than half the number of anchors in localization system according to the degree of outlier in measurement and the noise level. By performing an outlier algorithm, better positioning accuracy is acquired as shown in the experimental result.