• Title/Summary/Keyword: Gamma correction

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Performance Analysis of Retinex-based Image Enhancement According to Color Domain and Gamma Correction Adaptation (Color Domain 및 Gamma Correction 적용에 따른 Retinex 기반 영상개선 알고리즘의 효과 분석)

  • Kim, Donghyung
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.15 no.1
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    • pp.99-107
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    • 2019
  • Retinex-based image enhancement is a technique that utilizes the property that the human visual characteristics are sensitive to the difference from the surrounding pixel value rather than the pixel value itself. These Retinex-based algorithms show different characteristics of the improved image depending on the applied color space or gamma correction. In this paper, we set eight different experimental conditions according to the application of color space and gamma correction, and analyze the objective and subjective performance of each Retinex based image enhancement algorithm and apply it to the implementation of Retinex based algorithm. In the case of gamma correction, quantitative low entropy images and low contrast images are obtained. The application of Retinex technique in HSI color space rather than RGB color space is found to be high in overall subjective image quality as well as maintaining color.

A CMOS Image Sensor with Analog Gamma Correction using a Nonlinear Single Slope ADC (비선형 단일 기울기 ADC를 사용하여 아날로그 감마 보정을 적용한 CMOS 이미지 센서)

  • Ham Seog-Heon;Han Gunhee
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.43 no.1 s.343
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    • pp.65-70
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    • 2006
  • An image sensor has limited dynamic range while the human eye has logarithmic response over wide range of light intensity. Although the sensor gain can be set high to identify details in darker area on the image, this results in saturation in brighter area. The gamma correction is essential to fit the human eye response. However, the digital gamma correction degrades image quality especially for darker area on the image due to the limited ADC resolution and the dynamic range. This Paper proposes a CMOS image sensor (CIS) with a nonlinear analog-to-digital converter (AU) which performs analog gamma correction. The CIS with the proposed nonlinear analog-to-digital conversion scheme was fabricated with a $0.35{\mu}m$ CMOS process. The analog gamma correction using the proposed nonlinear ADC CIS provides the 2.2dB peak-signal-to-noise-ratio(PSM) improved image qualify than conventional digital gamma correction. The PSNR of the image obtain from the digital gamma correction is 25.6dB while it is 27.8dB for analog gamma correction. The PSNR improvement over digital gamma correction is about $28.8\%$.

A Study on the Optimization of Small Size TFT-LCD through Automatic Gamma Correction (Automatic Gamma 보정으로 인한 중소형 TFT-LCD의 최적화 연구)

  • Min, Byung-Chan;Yi, Jun-Shin;Kwag, Jin-Oh;Lee, Kon-Ho
    • Proceedings of the KIEE Conference
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    • 2006.07d
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    • pp.2051-2052
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    • 2006
  • 본 연구는 HHP,PDA,PMP,CNS 등등에 사용되는 중소형 A-Si:H TFT LCD 에서의 Automatic Gamma Correction 적용으로 화질 최적화 구현에 좀 더 쉽고 빠르게 접근하게 되었다. Analog Gamma String 대신 1chip Drive IC에 집적된 Gamma resister Ladder를 A-Si:H TFT-LCD Panel 특성에 보다 정확하게 적용시키기 위해 새로운 알고리즘을 개발 했으며 이를 적용시킨 회로를 Test Board로 실제 구현해서 최종결과를 도출하였다. Kick-Rack 전압을 고려한 Asymmetry-Gamma Correction 구현까지 Automatic으로 1chip Drive IC의 Register를 산출 할 수 있도록 알고리즘을 구성했다.

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Capacitor DAC (Digital to Analog Converter) With Gamma-correction for TFT-LCD driver

  • Kim, Min-Sung;Kim, Sun-Young;Kwon, Oh-Kyong
    • 한국정보디스플레이학회:학술대회논문집
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    • 2003.07a
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    • pp.219-222
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    • 2003
  • The Capacitor DAC with gamma correction is proposed for TFT-LCD (Liquid Crystal Display) driver application. It is based on two ideas. First, 6bit digital code is converted 8bit digital code by memory circuit (Look Up Table) for gamma correction. second, weighted voltage ratio DAC is proposed for reducing area and power consumption.

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A Light Exposure Correction Algorithm Using Binary Image Segmentation and Adaptive Fusion Weights (이진화 영상분할기법과 적응적 융합 가중치를 이용한 광노출 보정기법)

  • Han, Kyu-Phil
    • Journal of Korea Multimedia Society
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    • v.24 no.11
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    • pp.1461-1471
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    • 2021
  • This paper presents a light exposure correction algorithm for less pleasant images, acquired with a light metering failure. Since conventional tone mapping and gamma correction methods adopt a function mapping with the same range of input and output, the results are pleasurable for almost symmetric distributions to their intensity average. However, their corrections gave insufficient outputs for asymmetric cases at either bright or dark regions. Also, histogram modification approaches show good results on varied pattern images, but these generate unintentional noises at flat regions because of the compulsive shift of the intensity distribution. Therefore, in order to sufficient corrections for both bright and dark areas, the proposed algorithm calculates the gamma coefficients using primary parameters extracted from the global distribution. And the fusion weights are adaptively determined with complementary parameters, considering the classification information of a binary segmentation. As the result, the proposed algorithm can obtain a good output about both the symmetric and the asymmetric distribution images even with severe exposure values.

Shadow Reconstruction Based on Intrinsic Image and Multi-Scale Gamma Correction for Aerial Image Analysis (항공 영상 분석을 위한 고유영상과 멀티 스케일 감마 보정 기반의 그림자 복원)

  • Park, Ki-hong
    • Journal of Advanced Navigation Technology
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    • v.23 no.5
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    • pp.400-407
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    • 2019
  • In this paper, the shadow detection and reconstruction method are proposed using intrinsic image, which does not change the essential characteristics under the influence of various illuminance, and multi-scale gamma correction. The shadow detection was estimated by the pixel change information between a grayscale and an intrinsic image of the color image, and the brightness of the image were adjusted by gamma correction in the shadow restoration process. Multi-scale gamma correction is performed for each channel of a color image due to the fact that the saturation can be changed by nonlinear adjustment to individual pixel values. Multi-scale gamma values are estimated based on the information of the crossed edge between shadows and non-shadowed regions in the color image, as a result, the shadows are reconstructed by correcting different region features with multi-scale gamma values. Experimental results show that the proposed method effectively reconstructs shadows in a single natural image.

A Preliminary Study on Correction for Density Log in Cased Boreholes (케이싱 환경에서의 밀도자료 보정을 위한 기초연구)

  • Kim, Yeong-Hwa;Kim, Ji-Hoon;Lee, Seung-Jin
    • The Journal of Engineering Geology
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    • v.16 no.4 s.50
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    • pp.429-435
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    • 2006
  • A preliminary study was made for density correction for the effect of separation between sonde and borehole wall due to the existence of casing in a borehole. Firstly, series of gamma-gamma measurements were obtained with 3 different separations in 3 different density models constructed in Kangwon National University. Secondly, density correction charts were made based on the 'spine and ribs' technique in mud cake correction. Using these charts, we could determine effectively the true density from the measurement in the thinly cased borehole.

Gamma Correction for Local Brightness and Detail Enhancement of HDR Images (HDR 영상의 지역적 밝기 및 디테일 향상을 위한 감마 보정 기법)

  • Lee, Seung-Yun;Ha, Ho-Gun;Song, Kun-Woen;Ha, Yeong-Ho
    • Journal of Korea Multimedia Society
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    • v.19 no.5
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    • pp.837-847
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    • 2016
  • Tone mapping for High Dynamic Range(HDR) image provides matching human visual perception between real world scene and displayable devices. Recently, a tone mapping algorithm based on localized gamma correction is proposed. This algorithm is using human visual properties of contrast and colorfulness with background intensity, generating a weight map for gamma correction. However, this method have limitations of controlling enhancement region as well as generating halo artifacts caused by the weight map construction. To overcome aforementioned limitations, proposed algorithm in this paper modifies previous weight map, considering base layer intensity of input luminance channel. By determining enhancement region locally and globally based on base layer intensity, gamma values are corrected accordingly. Therefore, proposed algorithm selectively enhances local brightness and controls strength of edges. Subjective evaluation using z-score shows that our proposed algorithm outperforms the conventional methods.

Source and LVis based coincidence summing correction in HPGe gamma-ray spectrometry

  • Lee, Jieun;Kim, HyoJin;Kye, Yong Uk;Lee, Dong Yeon;Kim, Jeung Kee;Jo, Wol Soon;Kang, Yeong-Rok
    • Nuclear Engineering and Technology
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    • v.54 no.5
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    • pp.1754-1759
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    • 2022
  • The activity of gamma-ray emitting nuclides is calculated assuming that each gamma-ray is detected individually; thus, the magnitude of the coincidence summing signal must be considered during activity calculations. Here, the correction factor for the coincidence summing effect was calculated, and the detection efficiencies of two HPGe detectors were compared. The CANBERRA Inc. GC4018 high-purity Ge detector provided an estimate for the peak-to-total ratio using a point source to determine the coincidence summing correction factor. The ORTEC Inc. GEM60 high-purity Ge detector uses EFFTRAN in LVis to obtain the parameters of the detector and source model and the gamma-gamma and gamma-X match estimates, in order to determine the coincidence summing correction factor. Nuclide analyses, radioactivity comparisons, and analyses of reference material samples were performed utilizing certified reference materials to accurately determine the detection efficiencies. For both Co-60 and Y-88, the detection efficiency for a point source increased by an average of at least 12-13%, whereas the detection efficiency determined using LVis increased by an average of at least 13-15%. The calculated radioactivity values of the certified reference material and reference material samples were accurate to within 3% and 6% of the measured values, respectively.

Coincidence summing correction for a voluminous 152Eu source

  • Yoon, Eun Taek;Kang, Min Young;Kim, In Jung;Sun, Gwang Min;Choi, Hee-Dong
    • Nuclear Engineering and Technology
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    • v.52 no.6
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    • pp.1266-1270
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    • 2020
  • A code is developed to correct for the coincidence summing effect in detecting a voluminous gamma source, and this code is applied to a152Eu standard source as a test case. The source is 1000 mL of liquid in a cylindrical shape. To calculate the coincidence summing effect, the cylindrical source is considered as 10(radial) × 8(height) sectional sources. For each sectional source, the peak efficiency and total efficiency are obtained by Monte Carlo simulation at each energy for 10 energies between 50 keV and 2000 keV. The efficiencies of each sector are then expressed as polynomials of gamma energy. To calculate the correction coefficients for the coincidence summing effect, the KORSUM code is used after modification. The magnitudes of correction are 4%-17% for the standard 152Eu source measured in this study. The relative deviation of 4.7% before the coincidence correction is reduced to 0.8% after the correction is applied to the efficiency based on the measured gamma line. Hence, this study has shown that a new method has been developed that is applicable for correcting the coincidence effect in a voluminous source, and the method is applied to the measured data of a standard 152Eu cylinder source.