• 제목/요약/키워드: Pattern template

검색결과 163건 처리시간 0.022초

추세 반전형 패턴 인식을 이용한 주식 거래 (Trading Using Trend Reversal Pattern Recognition in the Korea Stock Market)

  • 권순창
    • 경영과학
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    • 제30권1호
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    • pp.43-58
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    • 2013
  • Although analysis of charts, which used in stock trading by distinguishing standardized patterns in the movements of stock prices, is simple and easy to use, there can be problems stemming from specific patterns being distinguished as a result of the subjective perspectives of analysts. In accordance with such problems, through the method of template pattern matching, 4 trend reversal patterns were designed and the fitness of the patterns were quantitatively measured. In cases when a stock is purchased when the template pattern fitness value is within a certain range and held for at least 20-days, the average return ratio was analyzed to be higher-with the difference being statistically significant-than the average return ratio attained from trading a stock according to the same method per the Efficient Market Hypothesis. From the results of stock trades of 2 domestic corporations to which the values of the 4 patterns had been applied based on the 4 strategies, it was possible to ascertain differences in the strategy- and pattern-dependent return ratios. Through this study, along with presenting the exceptions for the Efficient Market Hypothesis in stock trading, the fitness level of quantitative chart patterns was measured and the theoretical basis for application of such fitness level was proposed.

제재목 화상입력시스템의 화상병합 성능 검증 (The Verification of Image Merging for Lumber Scanning System)

  • 김병남;김광모;심국보;이형우;심상로
    • Journal of the Korean Wood Science and Technology
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    • 제37권6호
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    • pp.556-565
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    • 2009
  • 제재목 육안등급판정 자동화시스템은 정확한 입력 화상이 요구된다. 이송 중인 재장 3.6 m의 국내산 소나무의 제재목 화상을 생성시키기 위해서 영역카메라를 이용하여 부분 화상을 획득하였고 2종류의 템플릿 위치지정법과 6가지의 템플릿 크기 조건을 적용하여 병합하였다. 특징영역 추출법이 템플릿 고정법에 비해 병합 성능이 우수하였다. 길이오차의 발생 요인은 명도차이, 특정 패턴, 템플릿 크기 등에 의한 유사도 하락에 있었다. 부정합은 길이가 길고 반복적인 목리에서 주로 발생하였다. 템플릿 크기는 6가지 템플릿 종류 중에 크기가 가장 작은 $100{\times}100$ 화소가 가장 병합 성능이 우수하였다. 병합 성능을 향상시키기 위해서는 정밀한 템플릿의 크기 선정과 명도 차이를 감소시킬 수 있는 화상병합 전처리에 대한 연구가 요구된다.

식중독세균 5속의 동시 동정을 위한 ERIC-PCR 반응성분 농도의 최적화 (Optimization of the Concentrations of ERIC-PCR Components to Simultaneously Differentiate Five Foodborne Pathogenic Bacterial Genera)

  • 서현아;박성희;김근성
    • 한국식품위생안전성학회지
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    • 제18권4호
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    • pp.229-236
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    • 2003
  • 본 연구는 식품을 오염시켜 식중독을 유발하는 주요 식중독 세균인 Escherichi, Salmonella, Shigella, Vibrio, Listeria등 5속의 병원성 세균들을 반복성 염기서열을 이용한 ERIC-PCR을 이용하여 동시에 동정할 때 이용되는 주요 PCR 반응성분인 $MgCl_2$, dNTPs, primers, template DNA의 최적 농도를 결정하였다. ,$MgCl_2$ 반응성분은 2 mM을 적용하였을 때부터 일정한 fingerprinting pattern을 얻을 수 있었으므로 2 mM을 $MgCl_2$의 최적농도로 결정하였다. dNTPs의 농도는 250 ${\mu}M$까지 증가함에 따라 6균주 모두 200 ${\mu}M$까지는 농도 증가와 비례하여 단편의 수와 강도가 점증하였으나 그 이상의 농도에서는 단편의 수와 강도가 일정하였다. 그러므로 일정한 ,fingerprinting pattern 을 얻기 위하여 200 ${\mu}M$의 dNTPs만으로도 충분하였다. ERIC primer들은 2 ${\mu}M$의 농도를 적용했을 때부터 일정한 fingerprinting pattern을 나타낼 수 있었으며, 그 이상의 농도를 적용했을 때 단지 단편들의 강도만이 증가하였다. Template DNA도 다른 PCR 반응성분에 대한 실험과 마찬가지로 적용한 DNA 양의 증가에 따라 단편의 간도가 증가하였다. 그러나 대부분의 적용 균주들에 대하여 DNA의 양이 최고일 때와 최대일 때 각각의 얻어지 fingerprinting pattern들을 비교할 때 단편의 수는 별 차이가 없었다.

A Secure Face Cryptogr aphy for Identity Document Based on Distance Measures

  • Arshad, Nasim;Moon, Kwang-Seok;Kim, Jong-Nam
    • 한국멀티미디어학회논문지
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    • 제16권10호
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    • pp.1156-1162
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    • 2013
  • Face verification has been widely studied during the past two decades. One of the challenges is the rising concern about the security and privacy of the template database. In this paper, we propose a secure face verification system which generates a unique secure cryptographic key from a face template. The face images are processed to produce face templates or codes to be utilized for the encryption and decryption tasks. The result identity data is encrypted using Advanced Encryption Standard (AES). Distance metric naming hamming distance and Euclidean distance are used for template matching identification process, where template matching is a process used in pattern recognition. The proposed system is tested on the ORL, YALEs, and PKNU face databases, which contain 360, 135, and 54 training images respectively. We employ Principle Component Analysis (PCA) to determine the most discriminating features among face images. The experimental results showed that the proposed distance measure was one the promising best measures with respect to different characteristics of the biometric systems. Using the proposed method we needed to extract fewer images in order to achieve 100% cumulative recognition than using any other tested distance measure.

Accurate and Efficient Log Template Discovery Technique

  • Tak, Byungchul
    • 한국컴퓨터정보학회논문지
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    • 제23권10호
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    • pp.11-21
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    • 2018
  • In this paper we propose a novel log template discovery algorithm which achieves high quality of discovered log templates through iterative log filtering technique. Log templates are the static string pattern of logs that are used to produce actual logs by inserting variable values during runtime. Identifying individual logs into their template category correctly enables us to conduct automated analysis using state-of-the-art machine learning techniques. Our technique looks at the group of logs column-wise and filters the logs that have the value of the highest proportion. We repeat this process per each column until we are left with highly homogeneous set of logs that most likely belong to the same log template category. Then, we determine which column is the static part and which is the variable part by vertically comparing all the logs in the group. This process repeats until we have discovered all the templates from given logs. Also, during this process we discover the custom patterns such as ID formats that are unique to the application. This information helps us quickly identify such strings in the logs as variable parts thereby further increasing the accuracy of the discovered log templates. Existing solutions suffer from log templates being too general or too specific because of the inability to detect custom patterns. Through extensive evaluations we have learned that our proposed method achieves 2 to 20 times better accuracy.

Fabrication of Moth-Eye Pattern on a Lens Using Nano Imprint lithography

  • 배병주;홍성훈;홍은주;이헌
    • 한국표면공학회:학술대회논문집
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    • 한국표면공학회 2008년도 추계학술대회 초록집
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    • pp.128-128
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    • 2008
  • 본 연구에서는 나노 임프린트 리소그래피 래피 공정과 PVA(Poly-Vinyl-Alcohol), PDMS(Poly-Dimethyl-Siloxane) template 등의 flexible template를 사용하여 평면 기판 뿐만 아니라 곡면 렌즈 위에 moth-eye 구조를 성공적으로 형성시켰으며 처리 되지 않은 렌즈에 비해 투과율이 향상되는 것을 확인하였다.

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Rapid Transform에 의한 한글(자음) 인식에 관한 연구 (A Study on the Recognition of Korean(Consonant) Characters Using Rapid Transform)

  • 송인준;이종하;곽훈성
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1987년도 전기.전자공학 학술대회 논문집(II)
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    • pp.1081-1084
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    • 1987
  • The Rapid transform is used in the recognition of Korean (Consonant) characters. The test pattern is represented by two gray levels (0 and 1). A 2-dimensinal rapid transform of the test pattern is computed. Feature selection is carried out in the Rapid transform domain. These features are used with the corresponding features of the template patterns in features of the template patterns in computing the Euclidian distance function and the decision is made based on the minimum distance criterion. Experimental results show that recognition rate is 94%.

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Print-and-capture 공격 모델을 위한 이미지 핑거프링팅 기법 (Image Fingerprinting Scheme for Print-and-capture Attacking Model)

  • 이선화;김원겸;서용석
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.427-428
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    • 2006
  • This paper presents an image fingerprinting scheme for the print-to-capture model performed by a photo printer and digital camera. When capturing an image by a digital camera, various kinds of distortions such as noise, geometrical distortions, and lens distortions are applied. slightly and simultaneously. In this paper, we consider several steps to extract fingerprints from the distorted image in print-and capture scenario. To embed ID into an image as a fingerprint, multi-bits embedding is applied. We embed 64 bits information as a fingerprint into spatial domain of color images. In order to restore a captured image from distortions a noise reduction filter is performed and a rectilinear tiling pattern is used as a template. To make the template, a multi-bits fingerprint is embedded repeatedly like a tiling pattern. We show that the extracting is successful from the image captured by a digital camera through the experiment.

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음소 음향학적 변화 패턴을 이용한 한국어 음성신호의 연속 모음 분할 (Consecutive Vowel Segmentation of Korean Speech Signal using Phonetic-Acoustic Transition Pattern)

  • 박창목;왕지남
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2001년도 추계학술발표논문집 (상)
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    • pp.801-804
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    • 2001
  • This article is concerned with automatic segmentation of two adjacent vowels for speech signals. All kinds of transition case of adjacent vowels can be characterized by spectrogram. Firstly the voiced-speech is extracted by the histogram analysis of vowel indicator which consists of wavelet low pass components. Secondly given phonetic transcription and transition pattern spectrogram, the voiced-speech portion which has consecutive vowels automatically segmented by the template matching. The cross-correlation function is adapted as a template matching method and the modified correlation coefficient is calculated for all frames. The largest value on the modified correlation coefficient series indicates the boundary of two consecutive vowel sounds. The experiment is performed for 154 vowel transition sets. The 154 spectrogram templates are gathered from 154 words(PRW Speech DB) and the 161 test words(PBW Speech DB) which are uttered by 5 speakers were tested. The experimental result shows the validity of the method.

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