• Title/Summary/Keyword: Filter-based technique

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A Real Time Deblocking Technique Using Adaptive Filtering in a Mobile Environment (모바일 환경에서 적응적인 필터링을 이용한 실시간 블록현상 제거 기법)

  • Yoo, Jae-Wook;Park, Dae-Hyun;Kim, Yoon
    • The Journal of Korean Association of Computer Education
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    • v.13 no.4
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    • pp.77-86
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    • 2010
  • In this paper, we propose a real time post-processing visual enhancement technique to reduce the blocking artifacts in block based DCT decoded image for mobile devices that have allocation of the restricted resource. In order to reduce the blocking artifacts effectively even while preserving the image edge to the utmost, the proposed algorithm uses the deblocking filtering or the directional filtering according to the edge detection of the each pixel. After it is discriminated that the pixel to apply the deblocking filtering belongs again to the monotonous area, the weighted average filter with the adaptive mask is applied for the pixel to remove the blocking artifacts. On the other hand, a new directional filter is utilized to get rid of staircase noise and preserve the original edge component. Experimental results show that the proposed algorithm produces better results than those of the conventional algorithms in both subjective and objective qualities.

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New Pipeline Architecture for Low Power FIR Filter (저전력 FIR 필터를 위한 새로운 파이프라인 아키텍쳐)

  • Paik, Woo-Hyun;Ki, Hoon-Jae;Yoo, Jang-Sik;Lee, Sang-Won;Kim, Soo-Won
    • Journal of the Korean Institute of Telematics and Electronics D
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    • v.36D no.1
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    • pp.63-73
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    • 1999
  • This paper presents new pipeline architecure for low power and high speed digital FIR filters. The proposed architecture based on retiming technique achieves enhancement on speed by sharing the input delay stage with multiplication of input data and on power combined with supply voltage scaling down technique. An 8-tap digital FIR filter for PRML disk-drive read channels adopting the proposed pipeline architecture has been designed and fabricated with 0.8${\mu}m$ CMOS double metal process technology. Measured results show that the designed FIR filter operates to 192 MHz in average and dissipates 1.22 mW/MHz at 3.3.V power supply. As a result, the proposed architecture improves speed by about 16% and reduces power dissipation by about 23% when operating at the same throughput.

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Multi-channel Video Analysis Based on Deep Learning for Video Surveillance (보안 감시를 위한 심층학습 기반 다채널 영상 분석)

  • Park, Jang-Sik;Wiranegara, Marshall;Son, Geum-Young
    • The Journal of the Korea institute of electronic communication sciences
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    • v.13 no.6
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    • pp.1263-1268
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    • 2018
  • In this paper, a video analysis is proposed to implement video surveillance system with deep learning object detection and probabilistic data association filter for tracking multiple objects, and suggests its implementation using GPU. The proposed video analysis technique involves object detection and object tracking sequentially. The deep learning network architecture uses ResNet for object detection and applies probabilistic data association filter for multiple objects tracking. The proposed video analysis technique can be used to detect intruders illegally trespassing any restricted area or to count the number of people entering a specified area. As a results of simulations and experiments, 48 channels of videos can be analyzed at a speed of about 27 fps and real-time video analysis is possible through RTSP protocol.

The Performance Improvement of Towed Array Shape Estimation Using Kalman Filters (견인 어레이 형상 추정의 칼만 필터 접근 방법에 대한 성능 개선)

  • 박민수;도경철;오원천;윤대희;이충용
    • Proceedings of the IEEK Conference
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    • 1999.06a
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    • pp.691-694
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    • 1999
  • This paper presents a performance improvement technique of 2-D towed array shape estimation using Kalman filters. The proposed algorithm by linear model approximation corrects the position errors caused by the Kalman filter results. However, since the assumed linear model makes errors at bending parts, the spline interpolation algorithm based on curve is proposed to reduce the errors.

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DFE Equalization Method for Frequency Selective Rayleigh Fading Channel in Generalized OFDM Systems

  • 박태윤;최재호
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.25-28
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    • 2001
  • A new decision-feedback equalization technique for a filter bank-based orthogonal frequency division multiplexing (OFDM) data transmission system operating in a frequency selective multipath fading channel is presented in this paper. At the cost of relatively increased computational complexity in comparison to the conventional OFDM systems, the proposed system achieves a better performance in terms of bit error rates. The simulation results confirm the superiority and robustness of our method, particularly, in the low SNR channel environment.

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Morphological Filter for Enhancement of Monumental Inscription Image (금석문 영상 향상을 위한 형태학적 필터)

  • 김기석;최호형
    • Proceedings of the Korea Society for Industrial Systems Conference
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    • 2001.05a
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    • pp.311-317
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    • 2001
  • The study on Shilla monumental inscription has beer accomplished by many historians. However, the research on enhancement of monumental inscription image using digital image processing technique is not sufficient. The preprocessing using computer is needed fur accurate interpretation of history. In this paper, digital image enhancement algorithm based on mathematical morphology for noise reduction and character clearness is proposed. In the experiment, the subjective image quality is improved using the proposed algorithm.

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Converter Coupled Finite Element Analysis of Single Phase Switched Reluctance Motor

  • Kim, Youn-Hyun
    • Journal of Electrical Engineering and Technology
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    • v.2 no.2
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    • pp.216-220
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    • 2007
  • This paper deals with the characteristic analysis of the single phase switched reluctance motor based on the converter coupled FE analysis. The converter comprises a rectifier, LC filter and switching power device. A computational technique for the converter coupled FE analysis is introduced and its validity is proven by the experiment.

Application of Digital Signal Analysis Technique to Enhance the Quality of Tracer Gas Measurements in IAQ Model Tests

  • Lee, Hee-Kwan;Awbi, Hazim B.
    • Journal of Korean Society for Atmospheric Environment
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    • v.23 no.E2
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    • pp.66-73
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    • 2007
  • The introduction of tracer gas techniques to ventilation studies in indoor environments provides valuable information that used to be unattainable from conventional testing environments. Data acquisition systems (DASs) containing analogue-to-digital (A/D) converters are usually used to function the key role that records signals to storage in digital format. In the testing process, there exist a number of components in the measuring equipment which may produce system-based inference to the monitored results. These unwanted fluctuations may cause significant error in data analysis, especially when non-linear algorithms are involved. In this study, a pre-processor is developed and applied to separate the unwanted fluctuations (noise or interference) in raw measurements and to reduce the uncertainty in the measurement. Moving average, notch filter, FIR (Finite Impulse Response) filters, and IIR (Infinite Impulse Response) filters are designed and applied to collect the desired information from the raw measurements. Tracer gas concentrations are monitored during leakage and ventilation tests in the model test room. The signal analysis functions are introduced to carry out the digital signal processing (DSP) work. Overall the FIR filters process the $CO_2$ measurement properly for ventilation rate and mean age of air calculations. It is found that, the Kaiser filter was the most applicable digital filter for pre-processing the tracer gas measurements. Although the IIR filters help to reduce the random noise in the data, they cause considerable changes to the filtered data, which is not desirable.

Mitigation of Inter-Symbol Interference in Underwater Acoustic Communication Using Spatial Filter (공간 필터를 이용한 수중음향통신의 인접 심볼 간 간섭 완화)

  • Eom, Min-Jeong;Park, Ji-Sung;Ji, Yoon-Hee;Kim, J.S.
    • The Journal of the Acoustical Society of Korea
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    • v.33 no.1
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    • pp.48-53
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    • 2014
  • The underwater acoustic communication (UAC) is characterized by doubly spread channel. It is included in the time-variant doppler shift and delay-time spreads due to multiple paths. To compensate such distorted signals, various techniques including time-reversal processing, spatial diversity, phase estimator, and equalizer are being applied. In this paper, a spatial filter based on the beamforming is proposed as a method to mitigate such inter-symbol interferences that are generated in time-varying multipath channels. The proposed technique realizes coherent communications by steering the direction of the desired signals and improves the performance of UAC by increasing the signal-to-interference plus noise ratio using the array gain.

Relative azimuth estimation algorithm using rotational displacement

  • Kim, Jung-Ha;Kim, Hyun-Jun;Kim, Jong-Su;Lee, Sung-Geun;Seo, Dong-Hoan
    • Journal of Advanced Marine Engineering and Technology
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    • v.38 no.2
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    • pp.188-194
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    • 2014
  • Recently, indoor localization systems based on wireless sensor networks have received a great deal of attention because they help achieve high accuracy in position determination by using various algorithms. In order to minimize the error in the estimated azimuth that can occur owing to sensor drift and recursive calculation in these algorithms, we propose a novel relative azimuth estimation algorithm. The advantages of the proposed technique in an indoor environment are that an improved weight average filter is used to effectively reduce impulse noise from the raw data acquired from nodes with inherent errors and a rotational displacement algorithm is applied to obtain a precise relative azimuth without using additional sensors, which can be affected by electromagnetic noise. Results from simulations show that the proposed filter reduces the impulse noise, and the acquired estimation error does not accumulate with time by using proposed algorithm.