• Title/Summary/Keyword: 임계치 검출

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Facial Region Detection by using Color Information and Shape-resolving Local Thresholding (컬러정보와 국부 최적 임계치 기법을 이용한 얼굴 영역 검출)

  • 박상근;박영태
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.10b
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    • pp.553-555
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    • 2003
  • 사람의 얼굴을 검출 및 인식을 하는 여러 가지 다양한 알고리즘이 소개되고 있다. 본 논문에서는 사람의 피부색을 이용한 컬러정보(Color Information)와 국부 최적 임계치 기법을 사용하여 얼굴의 형상정보를 검출하고 얼굴 영역을 검출하는 방법을 사용한다. 컬러정보를 사용하여 얼굴의 후보영역을 선정한 후에 그 후보영역에서 얼굴의 특징인 눈, 눈썹, 입을 찾는 방법을 제안한다. 피부색은 일정한 분포를 가지고 있기 때문에 후보영역을 비교적 정확히 찾을 수 있으며, 국부 최적 임계치 기법은 효과적인 얼굴 특징 검출방법이다.

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Effective Watermark Detection Using Asymmetric Thresholds (비대칭 임계치를 이용한 효과적인 워터마크 검출 방법)

  • Shin, Chang-Doon;Oh, Hae-Seok
    • The KIPS Transactions:PartB
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    • v.10B no.6
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    • pp.619-628
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    • 2003
  • In this paper, an effective watermark detection technique in the wavelet transform domain is proposed. In this proposed method, the image is 2-level wavelet transformed, and then the watermark with a binary logo is embedded into middle band except baseband and high band to consider Invisibility and robustness. In this paper, we use an asymmetric thresholds watermarking (ATW) in which detection threshold is higher than inserting threshold in order to enhance watermark detection ratio in attacked images. In watermark detection phase, the detection value is not changed when the difference of the selected wavelet neighboring coefficient pairs Is smaller than specific value. The experimental results show that the proposed method has good quality and is robust to various attacks such as the JPEG lossy compression, noise addition, cropping, blurring, etc.

Hybrid Asymmetric Watermarking using Correlation and Critical Criteria (상관도와 임계치 방식을 이용한 다중검출 비대칭 워터마킹)

  • Li De;Kim Jong-Weon;Choi Jong-Uk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.30 no.7C
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    • pp.726-734
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    • 2005
  • Traditional watermarking technologies are symmetric method which embedding and detection keys are the same. Although the symmetric watermarking method is easy to detect the watermark, this method has weakness against to malicious attacks remove or modify the watermark information when the symmetric key is disclosure. Recently, the asymmetric watermarking method that has different keys to embed and detect is watched by several researchers as a next generation watermarking technology. In this paper, hybrid asymmetric watermarking algorithm is proposed. This algorithm is composed of correlation detection method and critical criteria method. Each method can be individually used to detect watermark from a watermarked content. Hybrid asymmetric detection is complement between two methods, and more feasible than when each method is used respectively, Private key and public key are generated by secure linear transformation and specific matrix. As a result, we have proved the proposed algorithm is secured than symmetric watermarking algorithms. This algorithm can expand to multi bits embedding watermark system and is robust to JPEG and JPEG2000 compression.

A Scene Change Detection Technique using the Weighted $\chi^2$-test and the Automated Threshold-Decision Algorithm (변형된 $\chi^2$- 테스트와 자동 임계치-결정 알고리즘을 이용한 장면전환 검출 기법)

  • Ko, Kyong-Cheol;Rhee, Yang-Won
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.4 s.304
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    • pp.51-58
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    • 2005
  • This paper proposes a robust scene change detection technique that uses the weighted chi-square test and the automated threshold-decision algorithms. The weighted chi-square test can subdivide the difference values of individual color channels by calculating the color intensities according to NTSC standard, and it can detect the scene change by joining the weighted color intensities to the predefined chi-square test which emphasize the comparative color difference values. The automated threshold-decision at algorithm uses the difference values of frame-to-frame that was obtained by the weighted chi-square test. At first, The Average of total difference values is calculated and then, another average value is calculated using the previous average value from the difference values, finally the most appropriate mid-average value is searched and considered the threshold value. Experimental results show that the proposed algorithms are effective and outperform the previous approaches.

Real-Time Face-Detection Based on Multiple Color-Spaces and Multiple Thresholds for Distance Measurement Between Speaker and Smart-Phone (화자(話者)와 스마트폰의 거리 측정을 위한 다중 색 좌표계와 다중 임계치 기반 실시간 얼굴검출)

  • Lee, Jae-Won;Kwon, Goo-Rak;Hong, Sung-Hoon
    • Journal of Korea Multimedia Society
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    • v.14 no.4
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    • pp.481-493
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    • 2011
  • As the development of mobile devices, mobile phones are equipped with many features. Video-call feature is one of them. In this paper, we present distance measurement between speaker and smart-phone using multiple color spaces and multiple thresholds. first, detect face based on skin color information. and second, measure distance between speaker and smart-phone using the detected face region. Especially, the first considering point in the development of face area detection is real-time processing and the second point is robustness to solve the problems of face detection errors due to rapid change of object movement, lighting and background between adjacent frames.

Adaptive Thresholding Method for Edge Detection (윤곽선 검출을 위한 적응적 임계치 결정 방법)

  • 임강모;신창훈;조남형;이주신
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.05a
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    • pp.352-355
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    • 2000
  • In this paper, we propose an adaptive thresholding for edge detection. first, we got histograms for background image and image with moving object, respectively. Then we make difference histogram between histograms of background and object image. A thresholding value is decided using gradient of peak to peak in the difference histogram. The experimentation is processed using a moving car in the road. The result is that edge is detected well regardless of the brightness.

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Video Segmentation using the Automated Threshold Decision Algorithm (비디오 분할을 위한 자동 임계치 결정 알고리즘)

  • Ko Kyong-Cheol;Lee Yang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.6 s.38
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    • pp.65-74
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    • 2005
  • This Paper Propose a robust scene change detection technique that use the weighted chi-square test and the automated threshold-decision algorithm. The weighted chi-test can subdivide the difference values of individual color channels by calculating the color intensities according to mSC standard, and it can detect the scene change by joining the weighted color intensities to the predefined chi-test which emphasize the comparative color difference values. The automated decision algorithm uses the difference values of frame-to-frame that was obtained by the weighted chi-test. In the first step, The average of total difference value and standard deviation value is calculated and then, subtract the mean value from the each difference values. In the next step, the same process is performed on the remained difference value. The propose method is tested on various sources and in the experimental results, it is shown that the Proposed method is efficiently estimates the thresholds and reliably detects scene changes.

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Shot Boundary Detection Using Global Decision Tree (전역적 결정트리를 이용한 샷 경계 검출)

  • Shin, Seong-Yoon;Moon, Hyung-Yoon;Rhee, Yang-Won
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.1
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    • pp.75-80
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    • 2008
  • This paper proposes a method to detect scene change using global decision tree that extract boundary cut that have width of big change that happen by camera brake from difference value of frames. First, calculate frame difference value through regional X2-histogram and normalization, next, calculate distance between difference value using normalization. Shot boundary detection is performed by compare global threshold distance with distance value for two adjacent frames that calculating global threshold distance based on distance between calculated difference value. Global decision tree proposed this paper can detect easily sudden scene change such as motion from object or camera and flashlight.

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Detection Method of Non-Destructive Flaws using X-ray Images of Ceramic Plate (세라믹 철판의 X-Ray 영상을 이용한 비파괴 결함 검출 방법)

  • Kim, Ju-hyeok;Choi, Sung-Su;Lee, Chae-Hong;Shin, Byung-Chu;Kim, Kwang-Baek
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2012.10a
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    • pp.82-83
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    • 2012
  • 본 논문에서는 세라믹을 비파괴 검사하여 얻어진 영상에서 세라믹의 결함을 검출하는 방법을 제안한다. 비파괴 검사를 통하여 얻어진 영상의 윤곽선을 추출하기 위하여 Prewitt 마스크를 적용한다. 그리고 비파괴 검사 영상의 잡음 비율을 최소화하기 위해 결함이 겹쳐진 윤곽선을 기준으로 감마 처리를 수행하고 임계치 이진화 기법을 적용하여 구간별로 결함을 검출한다. 구간별 결함을 통합하여 결함을 검출한다. 검출한 결함에 Grassfire 기법을 적용하여 미세한 잡음을 제거한다. 본 논문에서 제안된 방법의 성능을 평가하기 위해 비파괴 검사에 적용되는 영상을 대상으로 실험한 결과, 제안된 방법이 기존의 결함 검출 방법보다 결함 검출에 있어서 효과적인 것을 확인하였다.

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DCT Coefficients-Based Error Detection Technique in Video Streams (비디오 스트림에서 DCT 계수를 이용한 오류 검출 기법)

  • 박서림;이승원;정기동
    • Proceedings of the Korean Information Science Society Conference
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    • 2001.10c
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    • pp.151-153
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    • 2001
  • 문선 채널에서 신뢰성 있는 실시간 동영상 서비스를 하기 위해서는 비디오 스트림 내에서 오류가 발생한 블록의 위치를 알아야 정확한 오류 복구가 가능하다. 이전의 오류 검출 연구들은 대부분 픽셀 단위로 비교하므로 계산량이 많은 문제점이 있다. 본 논문에서는 실시간 서비스를 고려하여 계산량이 적은 블록 단위의 오류 검출 기법을 제안한다. 블록 내의 DCT 계수를 이용하여 오류를 검출한다. DC 계수를 이용해 1차 임계치를 비교한 후 AC 계수를 이용해 에지를 검출한다. 애지가 존재하는 블록에 대해 2차 임계치를 비교하여 오류 여부를 판단한다. DCT 계수 정보를 직접 이용할 수 없는 P, B 프레임에서 DCT 계수를 추정할 수 있는 방법도 함께 제안한다. 제안한 오류 검출 기법을 실제 구현하여 성능을 측정한다.

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