• Title/Summary/Keyword: 평균필터

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A study of Image Restoration using User Defined Mean.Wiener Filters in u-Health Care (u-헬스 케어에서 사용자 정의 평균.위너필터를 이용한 영상복원에 관한 연구)

  • Lee, Hyun-Chang;Shin, Hyun-Cheul
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.2
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    • pp.121-125
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    • 2008
  • According to the development of software and hardware about multimedia technologies, images are used to store information extracted from data. Noises by various causes, however, are added in the process of forming images, recording and transmitting in ubiquitous environments. In image restoration viewpoints to remove them. appropriate filtering methodologies, wiener of mean etc, are utilized. Various ways for image restoration are studied as well. Therefore, in this paper, we Propose user defined image restoration that applies the most appropriate parameters for image restoration and show the implementation result of the system using various parameters including mean filter and wiener filter to advance quality of degraded source image affected by noise in ubiquitous environment and medical fields.

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Cleaning Method of Impulse Noise Using Mean Shift Segmentation (평균이동 분할을 이용한 임펄스 잡음제거)

  • Kwon, Young-Man;Lim, Myung-Jae
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.6
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    • pp.163-168
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    • 2009
  • In this paper, We proposed the efficient method of cleaning impulse noise using mean shift segmentation. This method do its job for the pixel which is identified as impulse noise using mean shift segmentation instead of all pixel of image by the existing method. we found that the quality of image is improved by measuring the sum of square error in result image and impulse noise is cleaned efficiently by doing experiment.

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The Development of Filter for Environmental Improvement in Land Based Seawater Fish Farm III. Purification Efficiency of Rearing Seawater by Screen Filter and Ultraviolet (필터의 개발을 통한 해수 육상수조식 양식장의 환경개선에 관한 연구 III. 스크린필터 및 자외선 등의 운행에 따른 사육수의 정화효과)

  • KANG Ju-Chan;PARK Soo-Il;KIM Seoung-Gun
    • Korean Journal of Fisheries and Aquatic Sciences
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    • v.32 no.4
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    • pp.501-506
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    • 1999
  • This study was conducted to evaluate the purification efficiency in rearing water of the land based fish farm by screen filter and ultra violet (UV) irradiation. Purification efficiency for rearing seawater has been examined with screen filter of 60 $\mu$m pore size and UV irradiation at dose of 0.5 $mWS/cm^2$ for 5 months. Purification efficiency by changing of temperature, salinity, pH, DO, total bacteria and Vibrio species in rearing seawater by filtering and UV irradiation were not significant during 5 months, However, the removing rate of suspended solid and turbidity of rearing seawater were $43.8\~45.6\%$ (average, $44,7\%$) and $29.2\~33.2\%$ (average, $31,3\%$) by filtering, respectively. Also, Purification efficiency for the $NO_3^{-}-N,\;NO_2^{-}-N,\;NH_4^{+}-N$ and $PO_4^{3-}-P$ were $21.3\~21.9\%$ (average, $21.6\%$), $24.1\~25.2\%$ (average, $24.7\%$), $17.6\~17.8\%$ (average, $17.7\%$) and $19.0\~20.4\%$ (average, $19.7\%$) respectively by the system used on this study.

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Modified Average Filter for Salt and Pepper Noise Removal (Salt and Pepper 잡음제거를 위한 변형된 평균필터)

  • Lee, Hwa-Yeong;Kim, Nam-Ho
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2021.10a
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    • pp.115-117
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    • 2021
  • Currently, as IoT technology develops, monitoring systems are being used in various fields, and image processing is being used in various forms. Image data causes noise due to various causes during the transmission and reception process, and if it is not removed, loss of image information or error propagation occurs. Therefore, denoising images is essential. Typical methods of eliminating Salt and Pepper noise in images include AF, MF, and A-TMF. However, existing methods have the disadvantage of being somewhat inadequate in high-density noise. Therefore, in this paper, we propose an algorithm for determining noise for Salt and Pepper denoising and replacing the central pixel with an original pixel if it is non-noise, and processing the filtering mask by segmenting and averaging it in eight directions. We evaluate the performance by comparing and analyzing the proposed algorithms with existing methods.

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Comparison of Image Quality and Effective Dose by Additional Filtration on Digital Chest Tomosynthesis (Digital Chest Tomosynthesis에서 부가필터에 따른 화질 및 유효선량)

  • Kim, Kye-Sun;Kim, Sungchul
    • Journal of radiological science and technology
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    • v.38 no.4
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    • pp.347-353
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    • 2015
  • The purpose of this study is to suggest proper additional filtration by comparisons patient dose and image quality among additional filters in digital chest tomosynthesis (DTS). We measured the effective dose, dose area product (DAP) by changing thickness of Cu, Al and Ni filter to compare image quality by CD curve and SNR, CNR. Cu, Al and Ni exposure dose were similar thickness 0.3 mm, 3 mm and 0.3 mm respectively. The exposure dose using filter was decreased average about 33.1% than non filter. The DAP value of 0.3 mm Ni were decreased 72.9% compared to non filter and the lowest dose among 3 filter. The effective dose of 0.3 mm Ni were decreased 48% compared to 0.102 mSv effective dose of non filter. At the result of comparison of image quality through CD curve there were similar aspect graph among Cu, Al and Ni. SNR was decreased average 19.07%, CNR was average decreased 18.17% using 3 filters. In conclusion, Ni filtration was considered to be most suitable when considered comprehensive thickness, character, sort of filter, dose reduction and image quality evaluation in DTS.

3D Adaptive Bilateral Filter for Ultrasound Volume Rendering (초음파 볼륨 렌더링을 위한 3차원 양방향 적응 필터)

  • Kim, Min-Su;Kwon, Koojoo;Shin, Byeoung-Seok
    • Journal of Korea Game Society
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    • v.15 no.2
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    • pp.159-168
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    • 2015
  • This paper introduces effective noise removal method for medical ultrasound volume data. Ultrasound volume data need to be filtered because it has a lot of noise. Conventional 2d filtering methods ignore information of adjacent layers and conventional 3d filtering methods are slow or have simple filter that are not efficient for removing noise and also don't equally operate filtering because that don't take into account ultrasound' sampling character. To solve this problem, we introduce method that fast perform in parallel bilateral filtering that is known as good for noise removal and adjust proportionally window size depending on that's position. Experiments compare noise removal and loss of original data among average filtered or biliteral filtered or adaptive biliteral filtered ultrasound volume rendering images. In this way, we can more efficiently and correctly remove noise of ultrasound volume data.

A Study on Distance Calculation Revision Algorithm using the Filtering of RSSI Measurement Results (RSSI 측정결과 필터링을 이용한 거리계산 보정 알고리즘에 관한 연구)

  • Kim, Ji-seong;Kim, Yong-kab
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.1
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    • pp.25-31
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    • 2017
  • The indoor location based service proposed in the study was assigned to target a moving user. Positioning in the outdoor environment is accurate while using GPS. However, in an indoor environment, positioning is inaccurate and difficult. In order to overcome this, studies of various techniques for positioning based on wireless communication such as Wi-Fi, Zigbee and Bluetooth are being performed. The RSSI value and the delivery signal of the bluetooth beacon are measured according to the distance, and to a database. It was applied calculating the value for the average RSSI and the RSSI filtering feedback. Filtering is used to reduce the error of the RSSI values that are measured at long distance. When average and feedback filtering coefficient are set with 0.5, irregular and highly RSSI values are decreased. As the distance increases, the range of error is confirmed to have a reduction when using a distance calculation correction algorithm. Finally, when using the RSSI measurement results filtering, it corrects an unstable signal. Also, the distance correction algorithm is used to reduce a range of errors.

Design of 1 Ton/Day bench scaled- Particulate Removal Process for IGCC at High Temperature High Pressure (1T/D Bench급 석탄가스화 복합 발전용 고온.고압 집진 공정 설계)

  • 최주홍;박영철;정진도;김종영
    • Proceedings of the Korea Society for Energy Engineering kosee Conference
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    • 1995.05a
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    • pp.146-149
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    • 1995
  • 석탄 가스화 복합발전 시스템(IGCC)에서 집진은 가스 터빈의 입자에 의한 마모와 침식으로부터의 보호와 분진 배출의 환경 규제를 만족하기 위한 필수 공정이다. 특히 고온고압에서 집진이 수행되면 시스템의 열효율 향상은 물론 가스정제 시스템을 간단히 함으로써 건설비와 운전비의 절감에도 큰 효과를 거둘 수 있다. 석탄 가스화 공정에서 평균 입경이 2 - 3$\mu\textrm{m}$의 입자가 10g/m이상으로 발생되는 농도를 10mg/m이하로 처리하기 위하여 많은 집진 시스템이 제안되고 있지만 IGCC에 도입하기 위한 집진시스템으로서 세라믹 캔들 필터가 제일 타당하다. 세라믹 캔들 필터로 절데 집진 일경이 5$\mu\textrm{m}$이하이고 전체 집진 효율을 99.6% 이상 수행할 수 있다. 세라믹 필터를 이용한 상용화 개발 현황은 현재 세계적으로 bench급, pilot급, 그리고 상용화급 IGCC공정에 도입되어 그 성능이 검정되고 있으며 본 시스템의 내구성과 안정성이 상용화에 충족한 것으로 판명되고 있다. 본 연구에서는 고온고압용 세라믹 필터 집진시스템을 개발하기 위하여 제작된 bench급 집진 공정 및 세라믹 필터설계의 기술적 문제점을 소개하였다.

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The Radar Data Correction of the onto the Application of a Complementary Filter for the Handicapped Aids (상보필터 적용을 통한 장애인보조기구용 레이더 데이터 보정연구)

  • Park, Dong-Jin;Ryu, In-Hwan;Lee, Sang-Min;Kwon, Jang-Woo
    • Journal of rehabilitation welfare engineering & assistive technology
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    • v.10 no.1
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    • pp.29-35
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    • 2016
  • This paper presents an analysis of the short-range radar noise adjusting the angle of the radar reflector for the handicapped aids and suggests a complementary filter that combines a moving average filter with a heuristic algorithm to remove the radar noise. It also shows the effectiveness of the suggested filter by comparing the experiments results between the Kalman filter and the suggested filter.

Dynamic Prefetch Filtering Schemes to Enhance Utilization of Data Cache (데이터 캐시의 활용도를 높이는 동적 선인출 필터링 기법)

  • 전영숙;이병권;김석일;전중남
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10a
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    • pp.562-564
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    • 2004
  • 캐시 선인출 기법은 메모리 참조에 따른 지연시간을 줄이는 효과적인 방법이다. 그러나 너무 적극적인 선인출은 캐시 오염을 유발시켜 선인출에 의한 장점을 상쇄시킨다. 본 연구에서는 캐시의 오염을 줄이기 위해 동적으로 필터 테이블을 참조하여 선인출 명령을 수행할 지의 여부를 결정하는 4가지 필터링 방법들을 비교 평가한다. 비교 연구를 위한 이상적인 필터링 구조를 제안하였으며, 기존 연구에서의 잠김 현상을 개선하기 위한 이진 상태 구조를 제안하였다. 또한, 정교한 필터링을 위한 블록주소 참조 방식을 제안하였다. 일반적으로 많이 사용되는 일반 벤치마크 프로그램과 멀티미디어 벤치마크 프로그램들에 대하여 실험한 결과, 캐시 미스율이 이진 상태 구조는 평균 5.6%, 블록주소 참조 구조는 7.9% 각각 감소하였다.

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