• Title/Summary/Keyword: complexity of pattern

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A Selection of Optimal EEG Channel for Emotion Analysis According to Music Listening using Stochastic Variables (확률변수를 이용한 음악에 따른 감정분석에의 최적 EEG 채널 선택)

  • Byun, Sung-Woo;Lee, So-Min;Lee, Seok-Pil
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.62 no.11
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    • pp.1598-1603
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    • 2013
  • Recently, researches on analyzing relationship between the state of emotion and musical stimuli are increasing. In many previous works, data sets from all extracted channels are used for pattern classification. But these methods have problems in computational complexity and inaccuracy. This paper proposes a selection of optimal EEG channel to reflect the state of emotion efficiently according to music listening by analyzing stochastic feature vectors. This makes EEG pattern classification relatively simple by reducing the number of dataset to process.

The Study on Anti-Submarine Search Pattern of the Surface Ship Considering the Torpedo Countermeasure Tactics (어뢰대항전술 영향을 고려한 수상함의 대잠탐색패턴 연구)

  • Lee, Min-Kyu
    • Journal of the Korea Institute of Military Science and Technology
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    • v.13 no.2
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    • pp.204-210
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    • 2010
  • The tactical effectiveness, which is the result of applying decision-making algorithms to respond a specific situation with weapons and sensors, is required to analyze according to the integrated combat situation, because each situation, which is intimately involved with each other, influences the surface ship to complete missions successfully. However, the tactical effectiveness have been analyzed in separation of each tactical situation due to the complexity of the integrated tactical situation. This paper is originated from the needs for analyzing the anti-submarine search region of the surface ship after it evades the torpedo by operation of the torpedo countermeasure tactics. It also describes simulation results of effectiveness analysis for the search patterns in the search region.

A study for safety-accident analysis pattern extract model in semiconductor industry (반도체산업에서의 안전사고 분석 패턴 추출 모델 연구)

  • Yoon Yong-Gu;Park Peom
    • Journal of the Korea Safety Management & Science
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    • v.8 no.2
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    • pp.13-23
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    • 2006
  • The present study has investigated the patterns and the causes of safety -accidents on the accident-data in semiconductor Industries through near miss report the cases in the advanced companies. The ratio of incomplete actions to incomplete state was 4 to 6 as the cases of accidents in semiconductor industries in the respect of Human-ware, Hard- ware, Environment-ware and System-ware. The ratio of Human to machine in the attributes of semiconductor accident was 4 to 1. The study also investigated correlation among the system related to production, accident, losses and time. In semiconductor industry, we found that pattern of safety-accident analysis is organized potential, interaction, complexity, medium. Therefore, this study find out that semiconductor model consists of organization, individual, task, machine, environment and system.

A Fast Block Motion Estimation Algorithm Based On Motion Classification And Directional Search Patterns (움직임 분류와 직접 탐색 패턴을 통한 고속 블록 움직임 추정 알고리즘)

  • Park, Soon-Chul;Nisar, Humaira;Choi, Tae-Sun
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.903-904
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    • 2008
  • This paper suggests a simple scheme of block motion estimation in which the search pattern selection is based on the classification of motion content available in the spatio temporal neighboring blocks. The search area is divided into eight sectors and the search pattern selection is also based on the direction of predicted motion vector. Experimental results show that the proposed algorithm has achieved good predicted image quality measured in terms of PSNR and has very less computational complexity.

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Vertical Integration of MM-wave MMIC's and MEMS Antennas

  • Kwon, Young-Woo;Kim, Yong-Kweon;Lee, Sang-Hyo;Kim, Jung-Mu
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.6 no.3
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    • pp.169-174
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    • 2006
  • In this work, we demonstrate a novel compact mechanical beam steering transmitter based on a direct vertical integration of a 2-D MEMS-based mechanical beam steering antenna with a VCO on a single silicon platform. By eliminating the long feed lines and waveguide metal blocks, the radiation pattern has been improved vastly, resulting in an almost ideal pattern at every scan angle. The losses incurred by the feed lines and phase shifters are also eliminated, which allows the transmitter to be implemented using only a single VCO. The system complexity has been greatly reduced with a total module size of only 1.5 cm ${\times}$ 1.5 cm ${\times}$ 0.4 cm. This work demonstrates that RF MEMS can be a key enabling technology for high-level integration.

On-line Associative Memory Design For Temporal Pattern Storage and Classification (시변패턴의 저장과 인식을 위한 On-line 연상 메모리의 설계)

  • Yeo, Seong-Won;Lee, Chong-Ho
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.1395-1397
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    • 1996
  • Many of the existing neural associative memories are trained and recalled in separate modes and are not suitable for temporal pattern storage and classification in that user must specify the time and length of input patterns. In this paper, a new on-line temporal associative memory model is presented. This memory is structured in layers of neurons and each neuron has limited number of weights so that calculation complexity can be considerably reduced and processing of patterns can be achieved in real time.

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Acceleration Techniques for Cycle-Based Login Simulation (사이클 기반 논리시뮬레이션 가속화 기법 연구)

  • Park, Young-Ho;Park, Eun-Sei
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.50 no.1
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    • pp.45-50
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    • 2001
  • With increasing complexity of digital logic circuits, fast and accurate verification of functional behaviour becomes most critical bottleneck in meeting time-to-market requirement. This paper presents several techniques for accelerating a cycle-based logic simulation. The acceleration techniques include parallel pattern logic evaluation, circuit size reduction, and the partition of feedback loops in sequential circuits. Among all, the circuit size reduction plays a critical role in maximizing logic simulation speedup by reducing 50% of entire circuit nodes on the average. These techniques are incorporated into a levelized table-driven logic simulation system rather than a compiled-code simulation algorithm. Finally, experimental results are given to demonstrate the effectiveness of the proposed acceleration techniques. Experimental results show more than 27 times performance improvement over single pattern levelized logic simulation.

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Texture Image Retrieval Using DTCWT-SVD and Local Binary Pattern Features

  • Jiang, Dayou;Kim, Jongweon
    • Journal of Information Processing Systems
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    • v.13 no.6
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    • pp.1628-1639
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    • 2017
  • The combination texture feature extraction approach for texture image retrieval is proposed in this paper. Two kinds of low level texture features were combined in the approach. One of them was extracted from singular value decomposition (SVD) based dual-tree complex wavelet transform (DTCWT) coefficients, and the other one was extracted from multi-scale local binary patterns (LBPs). The fusion features of SVD based multi-directional wavelet features and multi-scale LBP features have short dimensions of feature vector. The comparing experiments are conducted on Brodatz and Vistex datasets. According to the experimental results, the proposed method has a relatively better performance in aspect of retrieval accuracy and time complexity upon the existing methods.

Effect On-line Automatic Signature Verification by Improved DTW (개선된 DTW를 통한 효과적인 서명인식 시스템의 제안)

  • Dong-uk Cho;Gun-hee Han
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.4 no.2
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    • pp.87-95
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    • 2003
  • Dynamic Programming Matching (DPM) is a mathematical optimization technique for sequentially structured problems, which has, over the years, played a major role in providing primary algorithms in pattern recognition fields. Most practical applications of this method in signature verification have been based on the practical implementational version proposed by Sakoe and Chiba [9], and il usually applied as a case of slope constraint p = 0. We found, in this case, a modified version of DPM by applying a heuristic (forward seeking) implementation is more efficient, offering significantly reduced processing complexity as well as slightly improved verification performance.

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The Modified DTW Method for on-line Automatic Signature Verification (온라인 서명자동인식을 위한 개선된 DTW)

  • Cho, Dong-Uk;Bae, Young-Lae
    • The KIPS Transactions:PartB
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    • v.10B no.4
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    • pp.451-458
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    • 2003
  • Dynamic Programming Matching (DPM) is a mathematical optimization technique for sequentially structured problems, which has, over the years, played a major role in providing primary algorithms in pattern recognition fields. Most practical applications of this method in signature verification have been based on the practical implementational version proposed by Sakoe and Chiba [9], and is usually applied as a case of slope constraint p = 0. We found, in this case, a modified version of DPM by applying a heuristic (forward seeking) implementation is more efficient, offering significantly reduced processing complexity as well as slightly improved verification performance.