• Title/Summary/Keyword: fingerprint Recognition

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Interactive System using Multiple Signal Processing (다중신호처리를 이용한 인터렉티브 시스템)

  • Kim, Sung-Ill;Yang, Hyo-Sik;Shin, Wee-Jae;Park, Nam-Chun;Oh, Se-Jin
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2005.11a
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    • pp.282-285
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    • 2005
  • This paper discusses the interactive system for smart home environments. In order to realize this, the main emphasis of the paper lies on the description of the multiple signal processing on the basis of the technologies such as fingerprint recognition, video signal processing, speech recognition and synthesis. For essential modules of the interactive system, we adopted the motion detector based on the changes of brightness in pixels as well as the fingerprint identification for adapting home environments to the inhabitants. In addition, the real-time speech recognizer based on the HM-Net(Hidden Markov Network) and the speech synthesis were incorporated into the overall system for interaction between user and system. In experimental evaluation, the results showed that the proposed system was easy to use because the system was able to give special services for specific users in smart home environments, even though the performance of the speech recognizer was not better than the simulation results owing to the noisy environments.

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A Study on an Algorithm for Eliminating False Feature Points (의사 특징점 제거 알고리즘 관한 연구)

  • Jeong, Yang-Gwon;Choe, Jae-Ho
    • The Transactions of the Korea Information Processing Society
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    • v.3 no.4
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    • pp.899-907
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    • 1996
  • In this paper, we proposed an algorithm to eliminate false feature points to upgrade the system ability using the cross number method. By using the proposal algorithm, it was able to extract feature points exactly and increase the recognition rates.In the experiment, we used3 groups : the uncut-partially noised, and uncut completely noised fingerprint to verify our proposal. We then compared the results of the proposed system with those of another system in which false feature points were not eliminated. We have obtained good recognition rates of 97.7%, 97.7%, and95.0% in the cut, uncut-partially noised, and the uncut-completely noised fingerprints. However, the other system received the results of the cut 60%, the uncut-partially noised 35%, and the uncut-completely noised 50% respectively. As a result, we belive that the fingerprint may be recognized after adapting the proposal algorithm.

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Volume holographic correlator for fingerprint recognition (지문 인식을 위한 체적 홀로그래픽 광상관기)

  • 이승현;김은수
    • Korean Journal of Optics and Photonics
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    • v.9 no.6
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    • pp.385-389
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    • 1998
  • In this paper, we propose an optical correlator system using volume holograms for database of matched filters. Optical correlator has high speed and parallel processing characteristics of optics. Matched filters are recorded into a volume hologram that can store data with high density, transfer them with high speed, and select a randomly chosen data element. The multiple reference images of database are prerecorded in a photorefractive crystal in the form of Fourier transform images, simply by passing the image displayed in a spatial light modulator through a Fourier transform lens. The angular multiplexing method for multiple holograms of database can be achieved by rotating the crystal by use of a step motor. Experimental results show that the proposed system can be used for the fingerprint recognition.

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Secure Fingerprint Identification System based on Optical Encryption (광 암호화를 이용한 안전한 지문 인식 시스템)

  • 한종욱;김춘수;박광호;김은수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.24 no.12B
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    • pp.2415-2423
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    • 1999
  • We propose a new optical method which conceals the data of authorized persons by encryption before they are stored or compared in the pattern recognition system for security systems. This proposed security system is made up of two subsystems : a proposed optical encryption system and a pattern recognition system based on the JTC which has been shown to perform well. In this system, each image of authorized persons as a reference image is stored in memory units through the proposed encryption system. And if a fingerprint image is placed in the input plane of this security system for access to a restricted area, the image is encoded by the encryption system then compared with the encrypted reference image. Therefore because the captured input image and the reference data are encrypted, it is difficult to decrypt the image if one does not know the encryption key bit stream. The basic idea is that the input image is encrypted by performing optical XOR operations with the key bit stream that is generated by digital encryption algorithms. The optical XOR operations between the key bit stream and the input image are performed by the polarization encoding method using the polarization characteristics of LCDs. The results of XOR operations which are detected by a CCD camera should be used as an input to the JTC for comparison with a data base. We have verified the idea proposed here with computer simulations and the simulation results were also shown.

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Matching Algorithms using the Union and Division (결합과 분배를 이용한 정합 알고리즘)

  • 박종민;조범준
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.5
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    • pp.1102-1107
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    • 2004
  • Fingerprint Recognition System is made up of Off-line treatment and On-line treatment; the one is registering all the information of there trieving features which are retrieved in the digitalized fingerprint getting out of the analog fingerprint through the fingerprint acquisition device and the other is the treatment making the decision whether the users are approved to be accessed to the system or not with matching them with the fingerprint features which are retrieved and database from the input fingerprint when the users are approaching the system to use. In matching between On-line and Off-line treatment, the most important thing is which features we are going to use as the standard. Therefore, we have been using “Delta” and “Core” as this standard until now, but there might have been some deficits not to exist in every person when we set them up as the standards. In order to handle the users who do not have those features, we are still using the matching method which enables us to make up of the spanning tree or the triangulation with the relations of the spanned feature. However, there are some overheads of the time on these methods and it is not sure whether they make the correct matching or not. Therefore, I would like to represent the more correct matching algorism in this paper which has not only better matching rate but also lower mismatching rate compared to the present matching algorism by selecting the line segment connecting two minutiae on the same ridge and furrow structures as the reference point.

A Study of Car Plate Recognition System on The Park (주차장 자동차번호 인식 시스템에 관한 연구)

  • 신강호
    • Journal of the Korea Society of Computer and Information
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    • v.8 no.4
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    • pp.87-91
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    • 2003
  • In this paper, a rotation invariant fingerprint identification system is implemented using the circular harmonic filter and phase only correlator. We extracted the phase component from input fingerprint image and correlate it with the circular harmonic filter of the reference fingerprint image by POC. The input image is obtained using a prism operating in the internal full reflection mode. Then the input image is transformed to two dimensional Fourier spectrum in optical way and the phase component is extracted using a digital system from the spectrum. Because composed of the optical system and digital algorithm, the proposed system has the advantages of the two technologies such as realtime parallel processing property of the optics and the flexibility of the digital system.

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An Efficient Preprocessing Technique for Improving the Performance of the Crease Detection (지문 영상의 주름선 검출을 위한 효율적인 전처리 기법)

  • Park, Sung-Wook;Park, Jong-Wook
    • Journal of Korea Society of Industrial Information Systems
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    • v.14 no.4
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    • pp.57-64
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    • 2009
  • In this paper, We propose an highly efficient preprocessing technique for improving the performance of the crease extraction method, which can improve the accuracy of feature extraction within the fingerprint image. The proposed method applies the 1-dimensional directional slit for each pixel in fingerprint image. Once the direction of every pixel in crease candidate area is estimated, it is decomposed into different images depending on their direction. From the directional images, the crease clusters are estimated by utilizing the property of crease area. The proposed method finally extracts the crease from the crease clusters estimated from directional images.

Overview on Smart Sensor Technology for Biometrics in IoT Era (사물인터넷 시대의 생체인식 스마트 센서 기술과 연구 동향)

  • Kim, Kwang-Seok;Kim, Dae Up
    • Journal of the Microelectronics and Packaging Society
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    • v.23 no.2
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    • pp.29-35
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    • 2016
  • With the pace of rapid innovation in technology of IoT (Internet of Things) and smart devices, biometric technology becomes one of the most progressive industries. Recent trends in biometrics show most are focused on embedding biometric sensors in mobile devices for user authentication. Multifactor biometrics such as fingerprint, retina, voice, etc. are considering as identification system to provide users with services more secured and convenient. Here we, therefore, demonstrate some major technologies and market trends of mobile biometric technology with its concerns and issues.

A Study on the Fingerprint Recognition Method using Neural Networks (신경회로망을 이용한 지문인식방법에 관한 연구)

  • Lee, Ju-Sang;Lee, Jae-Hyeon;Kang, Seong-In;Kim, IL;Lee, Sang-Bae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2000.11a
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    • pp.287-290
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    • 2000
  • In this paper we have presented approach to automatic the direction feature vectors detection, which detects the ridge line directly in gray scale images. In spite of a greater conceptual complexity, we have shown that our technique has less computational complexity than the complexity of the techniques which require binarization and thinning. Afterwards a various direction feature vectors is changed four direction feature vectors. In this paper used matching method is four direction feature vectors based matching. This four direction feature vectors consist feature patterns in fingerprint images. This feature patterns were used for identification of individuals inputed multilayer Neural Networks(NN) which has capability of excellent pattern identification.

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Presenting a Way to improve Fingerprint Recognition System by recognizing the fingerprint damaged after the registration (후천적 요인에 의해 손상, 변형된 지문의 인식을 통한 지문인식 시스템의 성능개선 방향성 제시)

  • Kim, Hyo-Ki;Park, Seon-Mi;Park, Chan-Il;Chung, Soon-Wook;Kim, Byeong-Moon
    • Proceedings of the Korea Information Processing Society Conference
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    • 2001.10a
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    • pp.539-542
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    • 2001
  • 오늘날 디지털 컨텐츠 보호를 비롯한 다양한 분야에서 응용되어지고 있는 생체인식은 사람 개개인의 고유한 특징을 이용하여 기존의 인증방식을 대체하기 위한 것으로, 데이터의 무단 복제 및 배포가 사회적인 이슈가 되고 있으며 불법 복제 및 무단 배포에 능동적으로 대처할 수 있는 방법과 법적인 제도의 필요성이 대두되고 있는 현 시점에서 활발히 연구가 진행되고 있는 분야이다. 특히 지문인식은 기존의 패스워드 방식을 대체 할 수 있는 신뢰성을 지니며, 이미 상용화하기에 이르렀다. 본 논문에서는 지문인식방식을 살펴보고, 이에 있어서 정상적인 지문이 아닌 후천적인 영향으로 손상, 변형된 지문에 대한 인식 및 복구가 이루어질 수 있도록 하고자 한다.

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