• Title/Summary/Keyword: Verification Algorithm

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SVM-Based Speaker Verification System for Match-on-Card and Its Hardware Implementation

  • Choi, Woo-Yong;Ahn, Do-Sung;Pan, Sung-Bum;Chung, Kyo-Il;Chung, Yong-Wha;Chung, Sang-Hwa
    • ETRI Journal
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    • v.28 no.3
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    • pp.320-328
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    • 2006
  • Using biometrics to verify a person's identity has several advantages over the present practice of personal identification numbers (PINs) and passwords. To gain maximum security in a verification system using biometrics, the computation of the verification as well as the storing of the biometric pattern has to take place in a smart card. However, there is an open issue of integrating biometrics into a smart card because of its limited resources (processing power and memory space). In this paper, we propose a speaker verification algorithm using a support vector machine (SVM) with a very few features, and implemented it on a 32-bit smart card. The proposed algorithm can reduce the required memory space by a factor of more than 100 and can be executed in real-time. Also, we propose a hardware design for the algorithm on a field-programmable gate array (FPGA)-based platform. Based on the experimental results, our SVM solution can provide superior performance over typical speaker verification solutions. Furthermore, our FPGA-based solution can achieve a speed-up of 50 times over a software-based solution.

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A Study on Modified Clustering Algorithm for Text-Dependent Speaker Verification System (문장종속 화자확인 시스템을 위한 개선된 군집화 알고리즘에 관한 연구)

  • 강철호;정희석
    • The Journal of the Acoustical Society of Korea
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    • v.23 no.7
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    • pp.548-553
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    • 2004
  • In this paper we propose modified LBG algorithm to minimize quantization errors. When we apply conventional LBG algorithm for speaker verification system, problems that result from small amount of training data can be generated. That is, quantization error comes from fixed-sized codebook without any consideration for speaker characteristics and splitting vector in the wrong direction worsen performance of speaker verification system. So, we propose modified clustering method that has variable sized codebook according to speaker characteristics and makes right splitting direction by finding the farthest member away from mean and then find another member from the member. Simulation results show effectiveness of the proposed algorithm.

Intelligent Immigration Control System by Using Passport Recognition and Face Verification

  • Kim, Kwang-Beak
    • Journal of the Korean Institute of Intelligent Systems
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    • v.16 no.2
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    • pp.240-246
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    • 2006
  • This paper proposes the intelligent immigration control system that authorizes the traveler through immigration and detects forged passports by using automatic recognition of passport codes, the passport photo and face verification. The proposed system extracts and deskewes the areas of passport codes from the passport image. This paper proposes the novel ART algorithm creating the adaptive clusters to the variations of input patterns and it is applied to the extracted code areas for the code recognition. After compensating heuristically the recognition result, the detection of forged passports is achieved by using the picture and face verification between the passport photo extracted from the passport image and the picture retrieved from the database based on the recognized codes. Due to the proposed ART algorithm and the heuristic refinement, the proposed system relatively shows better performance.

Method for Verification of VHDL Behavioral-level Design (행위 수준의 VHDL 설계 검증 방법)

  • 박승규;김종현;서영호;김동욱
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.377-380
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    • 1999
  • This paper proposed a method to detect and locate coding errors in HDL behavioral descriptions (designs). The target coding errors are the ones that the compiler cannot find out. As the method, this paper used verification pattern generation method. Thus, an algorithm to generate the verification patterns was proposed, in which the pattern generation is performed by a path- searching method. Various example designs were applied to this algorithm to verify the correctness and effectiveness of the proposed method.

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A New Design Method for Verification Testability (검증 테스팅을 위한 새로운 설계 방법)

  • 이영호;정종화
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.29A no.4
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    • pp.91-98
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    • 1992
  • In this paper, a new heuristic algorithm for designing combinational circuits suitable for verification testing is presented. The design method consists of argument reduction, input partitioning, output partitioning, and logic minimization. A new heuristic algorithm for input partitioning and output partitioning is developed and applied to designing combinational circuits to demonstrate its effectiveness.

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Experimental Performance Verification of Load Carrying Capacity Algorithm of Bridges using Ambient Vibration (상시진동을 이용한 교량 내하력 추정 알고리즘의 실험적 성능 검증)

  • Lee, Woo-Sang;Park, Ki-Tae;Han, Sung-Ho
    • Journal of the Korean Society of Safety
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    • v.25 no.3
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    • pp.83-90
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    • 2010
  • In this study, it is conducted that the performance verification of the ambient load carrying capacity algorithm using long-term measurement systems of bridges. For this purpose, a steel-box type model bridge is fabricated and the public load carrying capacity of a steel-box model bridge is estimated by conducting the numerical analysis and load test. In addition, we compare the public load carrying capacity with the estimated result of a steel-box model bridge using the ambient load carrying capacity algorithm. By the assessment result, it is shown that the estimated ambient load carrying capacity is the difference of approximately 6.0 percentages as compared with the public load carrying capacity.

LAYOUT VERIFICATION METHOD FOR DESIGNING AND MANUFACTURING OF LCOS/AM OLED MICRODISPLAY BACKPLANES

  • Smirnov, A.G.;Koukharenko, S.N.;Volk, S.V.;Zayats, A.M.
    • 한국정보디스플레이학회:학술대회논문집
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    • 2006.08a
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    • pp.112-116
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    • 2006
  • In this presentation we will describe two core elements, which combination gives a new approach to layout verification; they are a computational algorithm for modeling of photolithographical processes and a method for physical layout verification that uses output contours of that algorithm. Utilization of this approach allows to improve the quality of LCOS/AM OLED backplanes physical verification, because it considers discrepancies between mask features and printed contours on a wafer.

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Speaker Verification System Based on HMM Robust to Noise Environments (잡음환경에 강인한 HMM기반 화자 확인 시스템에 관한 연구)

  • 위진우;강철호
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.7
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    • pp.69-75
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    • 2001
  • Intra-speaker variation, noise environments, and mismatch between training and test conditions are the major reasons for the speaker verification system unable to use it practically. In this study, we propose robust end-point detection algorithm, noise cancelling with the microphone property compensation technique, and inter-speaker discriminate technique by weighting cepstrum for robust speaker verification system. Simulation results show that the average speaker verification rate is improved in the rate of 17.65% with proposed end-point detection algorithm using LPC residue and is improved in the rate of 36.93% with proposed noise cancelling and microphone property compensation algorithm. The proposed weighting function for discriminating inter-speaker variations also improves the average speaker verification rate in the rate of 6.515%.

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A Blind Segmentation Algorithm for Speaker Verification System (화자확인 시스템을 위한 분절 알고리즘)

  • 김지운;김유진;민홍기;정재호
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.3
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    • pp.45-50
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    • 2000
  • This paper proposes a delta energy method based on Parameter Filtering(PF), which is a speech segmentation algorithm for text dependent speaker verification system over telephone line. Our parametric filter bank adopts a variable bandwidth along with a fixed center frequency. Comparing with other methods, the proposed method turns out very robust to channel noise and background noise. Using this method, we segment an utterance into consecutive subword units, and make models using each subword nit. In terms of EER, the speaker verification system based on whole word model represents 6.1%, whereas the speaker verification system based on subword model represents 4.0%, improving about 2% in EER.

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A Study on Duplication Verification of Public Library Catalog Data: Focusing on the Case of G Library in Busan (공공도서관 목록데이터의 중복검증에 관한 연구 - 부산 지역 G도서관 사례를 중심으로 -)

  • Min-geon Song;Soo-Sang Lee
    • Journal of Korean Library and Information Science Society
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    • v.55 no.1
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    • pp.1-26
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    • 2024
  • The purpose of this study is to derive an integration plan for bibliographic records by applying a duplicate verification algorithm to the item-based catalog in public libraries. To this, G Library, which was opened recently in Busan, was selected. After collecting OPAC data from G Library through web crawling, multipart monographs of Korean Literature (KDC 800) were selected and KERIS duplicate verification algorithm was applied. After two rounds of data correction based on the verification results, the duplicate verification rate increased by a total of 2.74% from 95.53% to 98.27%. Even after data correction, 24 books that were judged to be similar or inconsistent were identified as data from other published editions after receiving separate ISBN such as revised versions or hard copies. Through this, it was confirmed that the duplicate verification rate could be improved through catalog data correction work, and the possibility of using the KERIS duplicate verification algorithm as a tool to convert duplicate item-based records from public libraries into manifestation-based records was confirmed.