• Title/Summary/Keyword: Gray levels

Search Result 197, Processing Time 0.029 seconds

Automaticfor age-related pathological periventricular white matter changes (WMC) using k-means clustering and morphological features on T2-weighted and proton density (PD) MR images

  • 조익환;송인찬;오정수;장기현;정동석
    • Proceedings of the KSMRM Conference
    • /
    • 2003.10a
    • /
    • pp.34-34
    • /
    • 2003
  • Age-related WMCs frequently appear in older subjects and are known to be associated with cognitive impairment and brain pathologies such as Alzheimer's disease and stroke. However, it is difficult to detect WMC correctly by using only intensity-based clustering scheme because the intensity levels of WC are similar to those of gray matter(GM). In this paper, we aimed to develop a fast and accurate scheme to detect and segment periventricular WMCs by using both k-means clustering method and morphological features.

  • PDF

A Computational Improvement of Otsu's Algorithm by Estimating Approximate Threshold (근사 임계값 추정을 통한 Otsu 알고리즘의 연산량 개선)

  • Lee, Youngwoo;Kim, Jin Heon
    • Journal of Korea Multimedia Society
    • /
    • v.20 no.2
    • /
    • pp.163-169
    • /
    • 2017
  • There are various algorithms evaluating a threshold for image segmentation. Among them, Otsu's algorithm sets a threshold based on the histogram. It finds the between-class variance for all over gray levels and then sets the largest one as Otsu's optimal threshold, so we can see that Otsu's algorithm requires a lot of the computation. In this paper, we improved the amount of computational needs by using estimated Otsu's threshold rather than computing for all the threshold candidates. The proposed algorithm is compared with the original one in computation amount and accuracy. we confirm that the proposed algorithm is about 29 times faster than conventional method on single processor and about 4 times faster than on parallel processing architecture machine.

Rubbing Angle Effect on Response Time of the Fringe Field Switching (FFS) TFT-LCD using the Liquid Crystal with Negative Dielectric Anisotropy

  • Noh, Jeong-Dong;Kim, Hyang-Yul;Kim, Jin-Mahn;Lee, Won-Gun;Park, Hae-Sung;Lee, Seung-Hee
    • 한국정보디스플레이학회:학술대회논문집
    • /
    • 2002.08a
    • /
    • pp.401-404
    • /
    • 2002
  • We have studied on response time of the fringe-field switching (FFS) TFT-LCD using the LCs with negative dielectric anisotropy related to rubbing angle. Simulation and experimental results shows that when a rubbing angle approached $45^{\circ}$, a slope of voltage-dependent curve is decreased such that the operation voltage is increased, however the whole response characteristic between inter-gray levels have a trend to be fast.

  • PDF

Influence of Cellulase Treatment Conditions on Backstaining of Indigo Denim (셀룰라제 처리조건이 인디고 데님의 재오염에 미치는 영향)

  • 차옥선;양진숙
    • Journal of the Korean Society of Clothing and Textiles
    • /
    • v.20 no.5
    • /
    • pp.841-851
    • /
    • 1996
  • The purpose of this study is to investigate the backstaining generated during cellulase treatment for indigo-dyed denim. The results were as follows. 1. High generating conditions of the backstaining were as same as best conditions for cellulose activity (temperature at 6$0^{\circ}C$, pH at about 4.5~5.5, treatment time at 40 min. and enzyme concentration at 2g/l). And also, liquor ratio, sample weight and repeated-use cycle of liquor had influenced on the backstaining. 2. The backstaining was decreased about 30~40% when various additives, that is, surfactant, anti-backstaining agent (C.M.C) and softners were added. 3. A application of image processing on the backstaining evaluation was more effective than method by reflectance, particullarly in out of level fabrics. In image analysis, the backstainings were measured by histogram between 256 gray levels.

  • PDF

Enhanced Super-IPS Display Performance in large size TV application

  • Park, S.J.;Moon, S.O.;Kim, J.H.;Kim, C.S.;Lim, J.C.;Oh, C.H.
    • 한국정보디스플레이학회:학술대회논문집
    • /
    • 2005.07a
    • /
    • pp.393-395
    • /
    • 2005
  • Super In Plane Switching (S-IPS) technology is applied for large TFT-LCD panels used in TV applications. It has a lot of advantages in comparison to the alternative, VA technology. S-IPS shows excellent viewing angle properties and fast response time between intermediate gray levels. If the performance parameters which describe the actual visual performance are considered, S-IPS is much more $advantageous.^{1)}$ However, it shows relatively low contrast ratio in diagonal direction compared to viewing angle characteristic in upper/down direction in S-IPS. In order to compensate the relatively low diagonal contrast ratio, Super-IPS applying for optical film developed, but Super-IPS still has the problem of color shift in black $pattern.^{2)}$ So we improved this problem by developing Enhanced Super-IPS.

  • PDF

Image Binarization Method Based on the Spatial Distribution of Gray Levels (그레이 레벨의 공간적 분포에 기반한 영상 이진화 기법)

  • Seo Suk-Tae;Kwon Soon H.
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2005.04a
    • /
    • pp.265-268
    • /
    • 2005
  • 기존에 널리 사용되어 지고 있는 영상 이진화 기법은 영상에서의 그레이 레벨의 빈도수 히스토그램에 기반하여 임계값[2-7, 9-11]을 결정하여 왔다. 그리고 최근 히스토그램에 기반한 영상 이진화 기법의 단점을 보완하기 위해서 그레이 레벨 분포에 기반한 임계값 결정법[1]이 제시되었다. 본 논문에서는 그레이 레벨의 공간적 분포를 이용한 임계값 결정법을 제안함으로서 최근 제안된 그레이 레벨 분포에 기반한 임계값 결정법의 단점을 보완하고자 한다. 기존의 여러 가지 예제 영상을 통하여 제안된 임계71 결정법의 타당성을 보인다.

  • PDF

Image Thresholding based on Edge Detection (테두리 검출에 기반한 영상 이진화)

  • Kwon, Soon H.;Sivakumar, Krishnamoorthy
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.23 no.2
    • /
    • pp.139-143
    • /
    • 2013
  • The basic idea of conventional thresholding is that an image consists of objects and their background where the gray levels of the objects are different from those of the background. In this paper, we extend it to one where an image consists of not only objects and the background but also their edges. Based on this extension, we propose an edge detection-based thresholding method. The effectiveness of the proposed method is demonstrated by experimental results tested on six well-known test images and compared with conventional methods.

Optical Encryption Scheme for Cipher Feedback Block Mode Using Two-step Phase-shifting Interferometry

  • Jeon, Seok Hee;Gil, Sang Keun
    • Current Optics and Photonics
    • /
    • v.5 no.2
    • /
    • pp.155-163
    • /
    • 2021
  • We propose a novel optical encryption scheme for cipher-feedback-block (CFB) mode, capable of encrypting two-dimensional (2D) page data with the use of two-step phase-shifting digital interferometry utilizing orthogonal polarization, in which the CFB algorithm is modified into an optical method to enhance security. The encryption is performed in the Fourier domain to record interferograms on charge-coupled devices (CCD)s with 256 quantized gray levels. A page of plaintext is encrypted into digital interferograms of ciphertexts, which are transmitted over a digital information network and then can be decrypted by digital computation according to the given CFB algorithm. The encryption key used in the decryption procedure and the plaintext are reconstructed by dual phase-shifting interferometry, providing high security in the cryptosystem. Also, each plaintext is sequentially encrypted using different encryption keys. The random-phase mask attached to the plaintext provides resistance against possible attacks. The feasibility and reliability of the proposed CFB method are verified and analyzed with numerical simulations.

Texture Feature Extractor Based on 2D Local Fourier Transform (2D 지역푸리에변환 기반 텍스쳐 특징 서술자에 관한 연구)

  • Saipullah, Khairul Muzzammil;Peng, Shao-Hu;Kim, Hyun-Soo;Kim, Deok-Hwan
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2009.04a
    • /
    • pp.106-109
    • /
    • 2009
  • Recently, image matching becomes important in Computer Aided Diagnosis (CAD) due to the huge amount of medical images. Specially, texture feature is useful in medical image matching. However, texture features such as co-occurrence matrices can't describe well the spatial distribution of gray levels of the neighborhood pixels. In this paper we propose a frequency domain-based texture feature extractor that describes the local spatial distribution for medical image retrieval. This method is based on 2D Local Discrete Fourier transform of local images. The features are extracted from local Fourier histograms that generated by four Fourier images. Experimental results using 40 classes Brodatz textures and 1 class of Emphysema CT images show that the average accuracy of retrieval is about 93%.

Coloration Level by Bleaching Frequency and Hair Dye during Hair Coloring (모발 염색 시 탈색횟수와 염모제 사용에 따른 발색 수준 평가)

  • So Hee Yu;Sun Nye Lim
    • Textile Coloration and Finishing
    • /
    • v.35 no.4
    • /
    • pp.206-213
    • /
    • 2023
  • This study attempted to investigate what color would fade more during hair bleaching and examine what should be done to make hair color last longer. For this, hair was colored differently in ash gray with permanent hair dyes and semi-permanent hair dyes each. Hair in multiple levels was created through such bleaching. Color retention was improved in consideration of the degree of color fading in sample hair. In terms of post-bleaching hair coloring, it was more efficient to color hair by eliminating redness without hair damage after shampooing with a permanent hair dye. Therefore, it is anticipated that the study results would be highly useful for beauty salons to find a base level in consideration of bleaching effects and make improve- ments according to hair retention and moisturizing effects.