• 제목/요약/키워드: Signal-to-Noise Ratio Enhancement

검색결과 171건 처리시간 0.029초

Analysis of Images According to the Fluid Velocity in Time-of-Flight Magnetic Resonance Angiography, and Contrast Enhancement Angiography

  • Kim, Eng-Chan;Heo, Yeong-Cheol;Cho, Jae-Hwan;Lee, Hyun-Jeong;Lee, Hae-Kag
    • Journal of Magnetics
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    • 제19권2호
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    • pp.185-191
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    • 2014
  • In this study we evaluated that flow rate changes affect the (time of flight) TOF image and contrast-enhanced (CE) in a three-dimensional TOF angiography. We used a 3.0T MR System, a nonpulsatile flow rate model. Saline was used as a fluid injected at a flow rate of 11.4 cm/sec by auto injector. The fluid signal strength, phantom body signal strength and background signal strength were measured at 1, 5, 10, 15, 20 and 25-th cross-section in the experienced images and then they were used to determine signal-to-noise ratio and contrast-to-noise ratio. The inlet, middle and outlet length were measured using coronal images obtained through the maximum intensity projection method. As a result, the length of inner cavity was 2.66 mm with no difference among the inlet, middle and outlet length. We also could know that the magnification rate is 49-55.6% in inlet part, 49-59% in middle part and 49-59% in outlet part, and so the image is generally larger than in the actual measurement. Signal-to-noise ratio and contrast-to-noise ratio were negatively correlated with the fluid velocity and so we could see that signal-to-noise ratio and contrast-to-noise ratio are reduced by faster fluid velocity. Signal-to-noise ratio was 42.2-52.5 in 5-25th section and contrast-to-noise ratio was from 34.0-46.1 also not different, but there was a difference in the 1st section. The smallest 3D TOF MRA measure was $2.51{\pm}0.12mm$ with a flow velocity of 40 cm/s. Consequently, 3D TOF MRA tests show that the faster fluid velocity decreases the signal-to-noise ratio and contrast-to-noise ratio, and basically it can be determined that 3D TOF MRA and 3D CE MRA are displayed larger than in the actual measurement.

Improvement of Sound Quality of Voice Transmission by Finger

  • Park, Hyungwoo
    • International Journal of Advanced Culture Technology
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    • 제7권2호
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    • pp.218-226
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    • 2019
  • In modern society, people live in an environment with artificial or natural noise. Especially, the sound that corresponds to the artificial noise makes the noise itself and affects each other because many people live and work in the city. Sounds are generated by the activities and causes of various people, such as construction sites, aircraft, production machinery, or road traffic. These sounds are essential elements in human life and are recognized and judged by human auditory organs. Noise is a sound that you do not want to hear by subjective evaluation, and it is a loud sound that gives hearing damage or a sound that causes physical and mental harm. In this study, we introduce the method of stimulating the human hearing by finger vibration and explain the advantages of the proposed method in various kinds of a noise environment. And how to improve the sound quality to improve efficiency. In this paper, we propose a method to prevent the loss of hearing loss and the transmission of sound information based on proper signal to noise ratio when using portable IT equipment in various noise environments.

Enhancing Medical Images by New Fuzzy Membership Function Median Based Noise Detection and Filtering Technique

  • Elaiyaraja, G.;Kumaratharan, N.
    • Journal of Electrical Engineering and Technology
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    • 제10권5호
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    • pp.2197-2204
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    • 2015
  • In recent years, medical image diagnosis has growing significant momentous in the medicinal field. Brain and lung image of patient are distorted with salt and pepper noise is caused by moving the head and chest during scanning process of patients. Reconstruction of these images is a most significant field of diagnostic evaluation and is produced clearly through techniques such as linear or non-linear filtering. However, restored images are produced with smaller amount of noise reduction in the presence of huge magnitude of salt and pepper noises. To eliminate the high density of salt and pepper noises from the reproduction of images, a new efficient fuzzy based median filtering algorithm with a moderate elapsed time is proposed in this paper. Reproduction image results show enhanced performance for the proposed algorithm over other available noise reduction filtering techniques in terms of peak signal -to -noise ratio (PSNR), mean square error (MSE), root mean square error (RMSE), mean absolute error (MAE), image enhancement factor (IMF) and structural similarity (SSIM) value when tested on different medical images like magnetic resonance imaging (MRI) and computer tomography (CT) scan brain image and CT scan lung image. The introduced algorithm is switching filter that recognize the noise pixels and then corrects them by using median filter with fuzzy two-sided π- membership function for extracting the local information.

음성강화를 위한 시간 및 주파수 도메인의 분산정규화 기반 잡음예측 및 저감방법 (Nose Estimation and Suppression methods based on Normalized Variance in Time-Frequency for Speech Enhancement)

  • 이수정;김순협
    • 대한전자공학회논문지SP
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    • 제46권1호
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    • pp.87-94
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    • 2009
  • 잡음예측 및 저감방법은 음성통신과 인식분야의 중요한 핵심기술이다. 본 논문에서는 다양한 잡음환경에 적용할 수 있는 새로운 잡음예측 및 저감 방법을 제안한다. 제안된 알고리즘은 시간 및 주파수영역의 noisy power spectrum 의 분산과 그 값의 정규화 ratio를 기반으로 한다. 제안한 방법은 다양한 잡음환경에서 잘 동작 할 수 있도록 적응추적 임계값을 사용하며, 이 임계값은 음성왜곡과 잔여잡음 사이의 trade-off를 제어한다. 새로운 알고리즘의 성능은 다양한 잡음환경에서 ITU-T P.835(SIG) and segment (SNR) 의해 평가하여 기존의 방법에 비해 향상된 결과를 나타냈다.

비대역폭 분할 방법을 이용한 초음파 신호의 S/N 비 개선 (Signal-to-noise ratio enhancement of ultrasonic signal by using constant frequency-to-bandwidth ratio decomposition method)

  • 김태현;구길모;고대식;전계석
    • 전자공학회논문지B
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    • 제31B권5호
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    • pp.50-57
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    • 1994
  • In the non-destructive evaluation techniques using ultrasonic signal, backscattering noise from grain interface decreases the SNR of received signal. In this paper, SSP(split-spectrum processing) based on the constant FBR decomposition method has been applied to enhance the SNR. This algorithm helps to find optimal parameters of filter bank through a simple theory and has an advantage that reduce the signal processing time compared with the conventional constant bandwidth decomposition method. In this experiment, the 304 stainless steel sample is heat-treated and received ultrasonic signal is processed by SSP using the constand bandwidth decomposition method and the constand FBR decomposition method enhanced the SNR by 1.4 dB and reduced the required number of filters by 4 compared with the constant bandwidth decomposition method.

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브레스넘 알고리즘을 적용한 회전커널변환 필터 생성 및 영상의 화질개선 (Image Enhancement with Rotating Kernel Transformation Filter Generated by Bresenham's Algorithm)

  • 신승원;김경섭;이세민;송철규
    • 전기학회논문지
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    • 제61권6호
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    • pp.872-878
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    • 2012
  • It is quite important to improve the visual acuity of a medical image by suppressing noisy parts and simultaneously keeping the details of signal components to draw the accurate diagnostics. With this aim, we suggest a novel method to generate Rotational Kernel Transformation (RKT) filter mask with applying Bresenham's algorithm and implement an nonlinear filtering algorithm to eliminate noises. As a result, we can find the fact that RKT filter mask can be automatically created and the visual acuity of a corrupted image can be elevated in terms of the signal-to-noise ratio (SNR) with applying the RKT filter.

근거리 전자장 스캐닝 시스템의 잡음 대 성능 비 향상 기술 (Enhancement Technologies of Signal-to-Noise Ratio in the Near-Field Scanning Systems)

  • 신영산;이성수
    • 전기전자학회논문지
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    • 제22권2호
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    • pp.510-513
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    • 2018
  • 최근 전자파 적합성(EMC: electromagnetic compatibility)의 중요성이 매우 높아짐에 따라 칩 수준에서의 전자파 간섭(EMI: electromagnetic interference) 측정이 자주 요구되고 있다. IEC 61967 및 IEC 62508에서 규정된 근거리 전자장 스캐닝(NFS: near-field scanning) 시스템은 칩 레벨에서의 전자파 간섭을 분석하는 대표적인 방법이다. 칩이 점점 고속화되면서 근거리 전자장 스캐닝 시스템의 측정 주파수는 광대역화되어야 하지만 근거리 전자장 탐침(NFP: near-field probe)의 신호 대 잡음 비(SNR: signal-to-noise ratio)가 저하된다는 문제가 있다. 본 논문에서는 근거리 전자장 스캐닝 시스템에서 광대역 특성을 가지면서도 잡음 대 성능 비를 향상시키는 기술에 대해 살펴본다.

심리음향 특성을 이용한 음성 향상 알고리즘 (A Speech Enhancement Algorithm based on Human Psychoacoustic Property)

  • 전유용;이상민
    • 전기학회논문지
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    • 제59권6호
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    • pp.1120-1125
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    • 2010
  • In the speech system, for example hearing aid as well as speech communication, speech quality is degraded by environmental noise. In this study, to enhance the speech quality which is degraded by environmental speech, we proposed an algorithm to reduce the noise and reinforce the speech. The minima controlled recursive averaging (MCRA) algorithm is used to estimate the noise spectrum and spectral weighting factor is used to reduce the noise. And partial masking effect which is one of the human hearing properties is introduced to reinforce the speech. Then we compared the waveform, spectrogram, Perceptual Evaluation of Speech Quality (PESQ) and segmental Signal to Noise Ratio (segSNR) between original speech, noisy speech, noise reduced speech and enhanced speech by proposed method. As a result, enhanced speech by proposed method is reinforced in high frequency which is degraded by noise, and PESQ, segSNR is enhanced. It means that the speech quality is enhanced.

Edge Preserving Smoothing in Infrared Image using Relativity of Guided Filter

  • Kim, Il-Ho
    • 한국컴퓨터정보학회논문지
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    • 제23권12호
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    • pp.27-33
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    • 2018
  • In this paper, we propose an efficient edge preserving smoothing filter for Infrared image that can reduce noise while preserving edge information. Infrared images suffer from low signal-to-noise ratio, low edge detail information and low contrast. So, detail enhancement and noise reduction play crucial roles in infrared image processing. We first apply a guided image filter as a local analysis. After the filtering process, we optimization globally using relativity of guided image filter. Our method outperforms the previous methods in removing the noise while preserving edge information and detail enhancement.

Quantitative analysis by derivative spectrophotometry (ll) Derivative spectrophotometry and methods for the reduction of high frequency noises

  • Park, Man-Ki;Cho, Jung-Hwan
    • Archives of Pharmacal Research
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    • 제10권1호
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    • pp.1-8
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    • 1987
  • One of the problems of derivatie spectrophotometry, the decrease of signal-to-noise ratio by derivative operations, was solved by three concepts of digital filtering, ensemble averaging, least squares polynomial smoothing and Fourier smoothing. The suthors made several compouter programs written in APPLE SOFT BASIC language for the actual applications of the concepts of these digital filters on UV spectrophotometer system. As a result, ensemble averaging could not be used as a routine operation for the spectrophotometer used. The maximum S/N ratio enhancement factors achieved by least squares polynomial smoothing were 6.17 and 7.47 for the spectra of Gaussian and Lorentzian distribution models, and by Fourier smoothing 16.42 and 11.78 for the spectra of two models, respectively.

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