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Clustering based object feature matching for multi-camera system (멀티 카메라 연동을 위한 군집화 기반의 객체 특징 정합)

  • Kim, Hyun-Soo;Kim, Gyeong-Hwan
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.915-916
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    • 2008
  • We propose a clustering based object feature matching for identification of same object in multi-camera system. The method is focused on ease to system initialization and extension. Clustering is used to estimate parameters of Gaussian mixture models of objects. A similarity measure between models are determined by Kullback-Leibler divergence. This method can be applied to occlusion problem in tracking.

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Performance Comparison of CEALM and NPSOL

  • Seok, Hong-Young;Jea, Tahk-Min
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.169.4-169
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    • 2001
  • Conventional methods to solve the nonlinear programming problem range from augmented Lagrangian methods to sequential quadratic programming (SQP) methods. NPSOL, which is a SQP code, has been widely used to solve various optimization problems but is still subject to many numerical problems such as convergence to local optima, difficulties in initialization and in handling non-smooth cost functions. Recently, many evolutionary methods have been developed for constrained optimization. Among them, CEALM (Co-Evolutionary Augmented Lagrangian Method) shows excellent performance in the following aspects: global optimization capability, low sensitivity to the initial parameter guessing, and excellent constraint handling capability due to the benefit of the augmented Lagrangian function. This algorithm is ...

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A Design of high performance SDRAM Controller for SoC design (SoC 설계용 고성능 SDRAM Controller 설계)

  • 권오현;양훈모;이문기
    • Proceedings of the IEEK Conference
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    • 2003.07b
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    • pp.1209-1212
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    • 2003
  • In this paper, we propose a SDRAM Controller. The SDRAM is often used a mainstream memory as embedded system memory due to its short latency, burst access and pipeline features. The proposed Controller provides essential functions for SDRAM initialization, read/write accesses, memory refresh and Burst access. Furthermore, the proposed controller is implemented in the form of SOFT IP. Therefore, it reduces the designer's effort greatly.

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A Fast Automatic Test Pattern Generator Using Massive Parallelism (대량의 병렬성을 이용한 고속 자동 테스트 패턴 생성기)

  • 김영오;임인칠
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.32B no.5
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    • pp.661-670
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    • 1995
  • This paper presents a fast massively parallel automatic test pattern generator for digital combinational logic circuits using neural networks. Automatic test pattern generation neural network(ATPGNN) evolves its state to a stable local minima by exchanging messages among neural network modules. In preprocessing phase, we calculate the essential assignments for the stuck-at faults in fault list by adopting dominator concept. It makes more neurons be fixed and the system speed up. Consequently. fast test pattern generation is achieved. Test patterns for stuck-open faults are generated through getting initialization patterns for the obtained stuck-at faults in the corresponding ATPGNN.

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Efficient Iris Recognition through Improvement of Feature Vector and Classifier

  • Lim, Shin-Young;Lee, Kwan-Yong;Byeon, Ok-Hwan;Kim, Tai-Yun
    • ETRI Journal
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    • v.23 no.2
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    • pp.61-70
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    • 2001
  • In this paper, we propose an efficient method for personal identification by analyzing iris patterns that have a high level of stability and distinctiveness. To improve the efficiency and accuracy of the proposed system, we present a new approach to making a feature vector compact and efficient by using wavelet transform, and two straightforward but efficient mechanisms for a competitive learning method such as a weight vector initialization and the winner selection. With all of these novel mechanisms, the experimental results showed that the proposed system could be used for personal identification in an efficient and effective manner.

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Analysis On Encryption Process In Data For Satellite

  • Bae, Hee-Jin
    • Proceedings of the KSRS Conference
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    • 2008.10a
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    • pp.216-219
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    • 2008
  • It is necessary to study encryption for protection and safe transmission of the important information. Specially, the security in satellite data is also getting more and more important. This paper introduces DES and TDES algorithm, studies how to apply to satellite data with those algorithms and process of encryption and decryption for satellite data. Proposed encryption process in this paper will be utilized in satellite data for encryption in many satellites.

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A Study on the Verify Group Neural Network and Weight Initialization for Continuous Speech Recognition (연속 음성 인식을 위한 그룹 식별 신경망과 연결 강도 초기화에 대한 연구)

  • 최기훈
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1995.06a
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    • pp.73-75
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    • 1995
  • 연속 음성 인식을 위한 신경망과 학습속도를 줄이기 위한 연결강도 초기화에 관해 다루고 있다. 우선 음소를 여러개의 그룹으로 나눈 후 각각의그룹에 대한 음소를 인식하는 신경망과 자신의 그룹을 판별하는 VGNN 으로 신경망을 구성한다. 여기서 구성되는 신경망은 각각의 음소를 인식하는 출력을 낼 뿐 아니라, 입력이 자신의 그룹에 속하는지 그렇지 않은지를 판별하는 출력을 낸다. 이런 신경망을 학습시키는 데 상당한 시간이 걸리므로 이 신경망의 학습속도를 줄이기 위해 학습 데이터를 사용하여 신경망의 연결 강도를 초기화한다.

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Fast Scrambler/Descrambler for H.264/AVC (H.264/AVC를 위한 고속 스크램블러/디스크램블러)

  • Lee, Ho-Jae;Nam, Je-Ho
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.289-290
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    • 2006
  • With increasing the volume of digital multimedia market, the security and multimedia content protection issues are arising. Interest in H.264/AVC is emerging and special features in H.264/AVC element stream must be considered. We developed a new algorithm which scrambles and descrambles H.264/AVC element stream in compressed domain using manipulating CABAC initialization table and DCT coefficients. Extensive experimental results indicate that the proposed algorithm is effective and promising.

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A Fuzzy Clustering Method based on Genetic Algorithm

  • Jo, Jung-Bok;Do, Kyeong-Hoon;Linhu Zhao;Mitsuo Gen
    • Proceedings of the IEEK Conference
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    • 2000.07b
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    • pp.1025-1028
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    • 2000
  • In this paper, we apply to a genetic algorithm for fuzzy clustering. We propose initialization procedure and genetic operators such as selection, crossover and mutation, which are suitable for solving the problems. To illustrate the effectiveness of the proposed algorithm, we solve the manufacturing cell formation problem and present computational comparisons to generalized Fuzzy c-Means algorithm.

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A Network Model using IP Mobility Anchor for UMTS-WLAN Internetworking (Mobile IP와 Mobility Anchor를 이용한 결합구조 방식의 UMTS-WLAN 연동망 모델)

  • Kim, In-Cheol
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.189-190
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    • 2007
  • We propose an efficient internetworking model for fast handover between UMTS and WLAN networks. Mobility anchor (MA) is provided at the boundary between GGSN and PDG, under the 3GPP-proposed internetworking reference model. Such MA can enable authentication and session initialization before L2 handover of the mobile terminal, so that seamless and fast vertical handover could be possible.

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