• Title/Summary/Keyword: constancy

Search Result 205, Processing Time 0.021 seconds

Color Constancy Algorithm using the Maximum Luminance Surface (최대휘도표면을 이용한 색 항상성 알고리즘)

  • 안강식;조석제
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.27 no.3A
    • /
    • pp.276-283
    • /
    • 2002
  • This paper proposes a new color constancy algorithm using the maximum luminance surface. This method uses a linear model which represents the characteristics of human visual system. The most important process of linear model is the estimation of the spectral distributions of illumination from an input image. To estimate of the spectral distributions of illumination from an input image, we first estimate spectral distribution functions of reflected light on the brightest surface. Then, we estimate surface reflectance functions corresponding to the maximum luminance surface using a principal component analysis of the given munsell chips. We finally estimate the spectral distributions of illumination in an image. Using an estimated illumination, we recover an image by scaling it regularly for the lightness calibration. From the experimental results, the proposed method was effective in recovering the color images compared with others.

Illuminant Chromaticity Estimation via Optimization of RGB Channel Standard Deviation (RGB 채널 표준 편차의 최적화를 통한 광원 색도 추정)

  • Subhashdas, Shibudas Kattakkalil;Yoo, Ji-Hoon;Ha, Yeong-Ho
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.53 no.6
    • /
    • pp.110-121
    • /
    • 2016
  • The primary aim of the color constancy algorithm is to estimate illuminant chromaticity. There are various statistical-based, learning-based and combinational-based color constancy algorithms already exist. However, the statistical-based algorithms can only perform well on images that satisfy certain assumptions, learning-based methods are complex methods that require proper preprocessing and training data, and combinational-based methods depend on either pre-determined or dynamically varying weights, which are difficult to determine and prone to error. Therefore, this paper presents a new optimization based illuminant estimation method which is free from complex preprocessing and can estimate the illuminant under different environmental conditions. A strong color cast always has an odd standard deviation value in one of the RGB channels. Based on this observation, a cost function called the degree of illuminant tinge(DIT) is proposed to determine the quality of illuminant color-calibrated images. This DIT is formulated in such a way that the image scene under standard illuminant (d65) has lower DIT value compared to the same scene under different illuminant. Here, a swarm intelligence based particle swarm optimizer(PSO) is used to find the optimum illuminant of the given image that minimizes the degree of illuminant tinge. The proposed method is evaluated using real-world datasets and the experimental results validate the effectiveness of the proposed method.

Ecological Motif on the Salt-Water Plants of Brackish Area in Buandam (부안댐 기수역내부의 염생식물에 관한 생태적 주제성)

  • Oh Hyun-Kyung;Beon Mu-Sup;Lee Myung-Woo;Whang Bo-Chul
    • Korean Journal of Environment and Ecology
    • /
    • v.20 no.3
    • /
    • pp.311-318
    • /
    • 2006
  • In an estuary, ecological dynamic is modified for a long time and memorized in soils and landscapes. As landscape memory, ecological motif is defined with dominance and rarity of vegetation. The purpose of the study is to investigate the existing vegetation character and to propose the ecological motif of this area. The present salt-water plants, community species composition and constancy degree around the estuary in Buandam watershed Buan-gun, Jeollabuk-do were analyzed. The results are as follows. The flora of the salt-water plants was listed as 16 taxa; 6 families,13 genera,14 species and 2 varieties. 5 taxa were Gramineae, 4 taxa Chenopodiaceae, and 4 taxa Comrositae. The salt-water plant communities are a total of 10 communities as listed; Zoysia sinica-Artemisia scoparia community, Phacelurus latifolius community, Artemisia scoparia Cnidium japonicum community, Limonium tetragonum -Artemisia scoparia community, Artemisia scoparia community, Suaeda japonica community, Elymus dahuricus community, Suaeda asparagoides community, Zoysia sinica community, and Zoysia sinica-Suaeda japonica community. Analyzed by the community classification species class of constancy degree, Phacelurus latifolius, Cnidium japonicum, Limonium tetragonum, Suaeda japonica, Elymus dahuricus and Suaeda asparagoides belong to I, Zoysia sinica and Artemisia scoparia to II. Elymus dahuricus, Setaria viridis var. pachystachys, Echinochloa crusgalli var. oryzicola, Phacelurus latifolius, Atriplex gmelini, Salicornia herbacea, Calystegia soldanella and Aster tripolium belong to the accompaniment species to I: Zoysia sinica, Suaeda asparagoides, Artemisia capillaris to II; Suaeda japonica, Artemisia scoparia to III ; Cnidium japonicum to IV: Limonium tetragonum, Artemisia fukudo to V. And the ecological motif is the Phacelurus latifolius community.

Acquisition of Intrinsic Image by Omnidirectional Projection of ROI and Translation of White Patch on the X-chromaticity Space (X-색도 공간에서 ROI의 전방향 프로젝션과 백색패치의 평행이동에 의한 본질 영상 획득)

  • Kim, Dal-Hyoun;Hwang, Dong-Guk;Lee, Woo-Ram;Jun, Byoung-Min
    • The KIPS Transactions:PartB
    • /
    • v.18B no.2
    • /
    • pp.51-56
    • /
    • 2011
  • Algorithms for intrinsic images reduce color differences in RGB images caused by the temperature of black-body radiators. Based on the reference light and detecting single invariant direction, these algorithms are weak in real images which can have multiple invariant directions when the scene illuminant is a colored illuminant. To solve these problems, this paper proposes a method of acquiring an intrinsic image by omnidirectional projection of an ROI and a translation of white patch in the ${\chi}$-chromaticity space. Because it is not easy to analyze an image in the three-dimensional RGB space, the ${\chi}$-chromaticity is also employed without the brightness factor in this paper. After the effect of the colored illuminant is decreased by a translation of white patch, an invariant direction is detected by omnidirectional projection of an ROI in this chromaticity space. In case the RGB image has multiple invariant directions, only one ROI is selected with the bin, which has the highest frequency in 3D histogram. And then the two operations, projection and inverse transformation, make intrinsic image acquired. In the experiments, test images were four datasets presented by Ebner and evaluation methods was the follows: standard deviation of the invariant direction, the constancy measure, the color space measure and the color constancy measure. The experimental results showed that the proposed method had lower standard deviation than the entropy, that its performance was two times higher than the compared algorithm.

Color Restoration Method Using the Dichromatic Reflection Model for Low-light-level Environments (저조도 환경에 적합한 이색도 반사 모델을 이용한 색 복원 기법)

  • Lee, Woo-Ram;Jun, WooKyoung;Jun, Byoung-Min
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.15 no.12
    • /
    • pp.7324-7330
    • /
    • 2014
  • Color distortion of the dark images acquired under a low-light-level environment with a weak light source can be cause of the performance decreation of various vision systems. Therefore, recovering the original color of the images is an important process for enhancing the performance of the system. For this, this study proposes a color restoration method using a dichromatic reflection model. This paper assumes that the dark images can be classified into two parts affected by specular or diffuse reflection. Two different color constancy methods were then applied to the images to remove the effects of each reflection and two images were created as a result. The resulting images produced a one color-corrected image by combining with different weights according to the position in the images. For the performance evaluation, this paper used a synthesized image, and considered the Euclidean distance and angular error as an evaluation factor. In addition, a performance comparison was performed with the existing various color constancy method to achieve the objectivity of evaluation. The experimental results showed that the proposed method can be a more suitable solution for color restoration than the existing method.

Achievement of Color Constancy by Eigenvector (고유벡터에 의한 색 일관성의 달성)

  • Kim, Dal-Hyoun;Bak, Jong-Cheon;Jung, Seok-Ju;Kim, Kyung-Ah;Cha, Eun-Jong;Jun, Byoung-Min
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.10 no.5
    • /
    • pp.972-978
    • /
    • 2009
  • In order to achieve color constancy, this paper proposes a method that can detect an invariant direction that affects formation of an intrinsic image significantly, using eigenvector in the $\chi$-chromaticity space. Firstly, image is converted into datum in the $\chi$-chromaticity space which was suggested by Finlayson et al. Secondly, it removes datum, like noises, with low probabilities that may affect an invariant direction. Thirdly, so as to detect the invariant direction that is consistent with a principal direction, the eigenvector corresponding to the largest eigenvalue is calculated from datum extracted above. Finally, an intrinsic image is acquired by recovering datum with the detected invariant direction. Test images were used as parts of the image data presented by Barnard et al., and detection performance of invariant direction was compared with that of entropy minimization method. The results of experiment showed that our method detected constant invariant direction since the proposed method had lower standard deviation than the entropy method, and was over three times faster than the compared method in the aspect of detection speed.

Deaf Marriage Experience (청각장애인 부부의 결혼생활 경험)

  • Lee, Miseon
    • Korean Journal of Social Welfare
    • /
    • v.67 no.3
    • /
    • pp.125-150
    • /
    • 2015
  • The purpose of this study is to explore all the deaf marriage experiences. To achieve this purpose, the qualitative case research approach was used to analyze the couple. This researcher following same issues from 5 couples case study analysis. This researcher set 5 titles and analyze from the 5 main issues about the deaf couple's experience as time goes by. The titles are 'finally the marriage spouses both deaf', 'to overcome communications difficulties', 'worried about raising children and get some help from other people and try something', 'try to get over the difficulties and hardships', 'recovering family relationship and challenge.' Through this study, understanding the deaf couples desire in having a family and live a normal life after becoming parents is "in a family deaf culture" wherein they aspire to become more mature and experienced deaf persons. But the meaning of maintaining constancy was not just keeping their situation by taking familiar things hence there were no challenges. Keeping the constancy, maintaining a family since marriage, delivering and raising their children, make them realize some laws of life. They correspond well and break the narrow limited cultural way of thinking and recognized a broader sense of understanding while keeping constancy. Their life that is keeping their culture and experiencing matured life will be a good theoretical basis for understanding the deaf culture.

  • PDF

Color Printing Using Expanded Nonlinear Quantization and Color Gamut Mapping for Visual Color Constancy (시각적 색일치를 위한 확장된 비선형 양자화와 색역매핑을 이용한 칼라 프린팅)

  • 이채수;김경만;이철희;하영호
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
    • /
    • 1997.11a
    • /
    • pp.146-151
    • /
    • 1997
  • Recntly many devics print electronic images in a variety of ways. But the reproduced color, gamut mappung method and expanded nonlinear quantization are proposed. The color gamut mapping uses saturation mapping of HSI color space. Dithering operation for printing uses expanded nonlinear quantization which considers overlapping phenomena of neighboring printing dots. So the printed image is similar to the image of monitor and can produce high quality image in the low bit color devices.

  • PDF

GEODESIC FORMULA OF A CERTAIN CLASS OF PSEUDORIEMANNIAN 2-STEP NILPOTENT GROUPS AND JACOBI OPERATORS ALONG GEODESICS IN PSEUDORIEMANNIAN 2-STEP NILPOTENT GROUPS

  • Min, B.;Jang, C.;Park, K.
    • East Asian mathematical journal
    • /
    • v.26 no.5
    • /
    • pp.607-614
    • /
    • 2010
  • In this paper, we obtain geodesic formula of a certain class of Pseudoriemmanian 2-step nilpotent groups and show a constancy of represenation matrix of Jacobi oprerators along geodesics in Pseudoriemmanian 2-step nilpotent groups with one dimensional center.