• Title/Summary/Keyword: block-adaptive

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Efficient Tracking of Speech Formant Using Closed Phase WRLS-VFF-VT Algorithm

  • Lee, Kyo-Sik;Park, Kyu-Sik
    • The Journal of the Acoustical Society of Korea
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    • v.19 no.2E
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    • pp.8-13
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    • 2000
  • In this paper, we present an adaptive formant tracking algorithm for speech using closed phase WRLS-VFF-VT method. The pitch synchronous closed phase methods is known to give more accurate estimates of the vocal tract parameters than the pitch asynchronous method. However the use of a pitch-synchronous closed phase analysis method has been limited due to difficulties associated with the task of accurately isolating the closed phase region in successive periods of speech. Therefore we have implemented the pitch synchronous closed phase WRLS-VFF-VT algorithm for speech analysis, especially for formant tracking. The proposed algorithm with the variable threshold(VT) can provide a superior performance in the boundary of phone and voiced/unvoiced sound. The proposed method is experimentally compared with the other method such as two channel CPC method by using synthetic waveform and real speech data. From the experimental results, we found that the block data processing techniques, such as the two-channel CPC, gave reasonable estimates of the formant/antiformant. However, the data windows used by these methods included the effects of the periodic excitation pulses, which affected the accuracy of the estimated formants. On the other hand the proposed WRLS-VFF-VT method, which eliminated the influence of the pulse excitation by using an input estimation as part of the algorithm, gave very accurate formant/bandwidth estimates and good spectral matching.

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Motion Search Region Prediction using Neural Network Vector Quantization (신경 회로망 벡터 양자화를 이용한 움직임 탐색 영역의 예측)

  • Ryu, Dae-Hyun;Kim, Jae-Chang
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.1
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    • pp.161-169
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    • 1996
  • This paper presents a new search region prediction method using vector quantization for the motion estimation. We find motion vectors using the full search BMA from two successive frame images first. Then the motion vectors are used for training a codebook. The trained codebook is the predicted search region. We used the unsupervised neural network for VQ encoding and codebook design. A major advantage of formulating VQ as neural networks is that the large number of adaptive training algorithm that are used for neural networks can be applied to VQ. The proposed method reduces the computation and reduce the bits required to represent the motion vectors because of the smaller search points. The computer simulation results show the increased PSNR as compared with the other block matching algorithms.

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Adaptive One-Bit Transform Using Characteristic of Reference Block (참조 블록의 특성에 기반한 선택적 1비트 변환 알고리듬)

  • Park, Miso;Kim, Jaehun;Kim, Hyungdo;jeong, Jechang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.11a
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    • pp.223-226
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    • 2013
  • 정확한 움직임 추정 기술은 원본과 가장 유사한 영상의 복원에 효과적이고 압축률에도 중요한 영향을 미친다. 하지만 기존의 전역 탐색 (Full Search) 알고리듬과 Sum of Absolute Difference (SAD)라는 정합 오차 기준은 연산량이 높고 하드웨어 구현시 비효율적이다. 이를 보완하기 위한 1비트 변환 알고리듬은 움직임 벡터의 변화량을 0과 1의 연산으로 나타내는데, 이 알고리듬은 움직임이 많아 픽셀 값의 변화가 심한 블록의 변화량도 0과 1로만 표현한다. 그렇기 때문에 정확한 움직임이 반영되지 않고 그로 인해 낮은 Peak Siganl to Noise Ratio (PSNR)을 가져온다. 이 점을 개선하고자 본 논문에서는 참조블록들의 움직임 벡터를 파악하고 분류하여 선택적으로 움직임의 변화량이 큰 영역은 전역 탐색 알고리듬을, 움직임이 작거나 없는 영역은 1비트 연산을 수행하도록 하여 기존의 알고리듬과 비교하여 Peak Siganl to Noise Ratio (PSNR)측면에서 우수한 성능을 확인할 수 있었다.

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Image Processed Tracking System of Multiple Moving Objects Based on Kalman Filter

  • Kim, Sang-Bong;Kim, Dong-Kyu;Kim, Hak-Kyeong
    • Journal of Mechanical Science and Technology
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    • v.16 no.4
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    • pp.427-435
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    • 2002
  • This paper presents a development result for image processed tracking system of multiple moving objects based on Kalman filter and a simple window tracking method. The proposed algorithm of foreground detection and background adaptation (FDBA) is composed of three modules: a block checking module(BCM), an object movement prediction module(OMPM), and an adaptive background estimation module (ABEM). The BCM is processed for checking the existence of objects. To speed up the image processing time and to precisely track multiple objects under the object's mergence, a concept of a simple window tracking method is adopted in the OMPM. The ABEM separates the foreground from the background in the reset simple tracking window in the OMPM. It is shown through experimental results that the proposed FDBA algorithm is robustly adaptable to the background variation in a short processing time. Furthermore, it is shown that the proposed method can solve the problems of mergence, cross and split that are brought up in the case of tracking multiple moving objects.

Moving Object Tracking using Differential Image (차영상을 이용한 이동 객체 추적)

  • 오명관;한군희;최동진;전병민
    • Proceedings of the Korea Contents Association Conference
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    • 2004.05a
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    • pp.396-400
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    • 2004
  • In this study, we have proposed the tracking system of single moving object. The tracking system was estimated motion using differential image, and than track the moving object by controlled Pan/Tilt device of camera. Proposed tracking system is devided into image acquisition and preprocessing phase, motion estimation phase and object tracking phase. To estimation the motion, differential image method was used. In the binary differential image, decision of threshold value was used adaptive method. And in grouping the object area, block_based recursive labeling algorithm was used. As a result of experiment, motion of moving object can be estimated. The result of tracking, object was not lost and object was tracked correctly.

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Fast Integer-Pel Motion Estimation Based on Statistical Property for H.264/AVC (H.264/AVC를 위한 통계 특성 기반 정수 화소 단위 고속 움직임 예측 기법)

  • Noh, Jin-Young;Hong, Min-Cheol
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.8A
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    • pp.669-678
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    • 2012
  • In this paper, we propose an efficient fast integer-pel motion estimation for H.264/AVC using local statistics of local motion vectors. Using neighboring motion vectors, we define a new statistical property that is used to determine a mode of motion search range of current block. In addition, an adaptive motion search range compensated method that is based on cumulative statistics of previous coded blocks is addressed to solve the problem of the statistical motion search range decision method. Experimental results show that proposed algorithm has the capability to reduce the computational cost over the other methods.

Wavelet-based Video Coding Scheme using Multi-resolution Motion Compensation (다중 해상도 움직임 보상을 이용하는 웨이브렛기반 동영상 부호화)

  • 양창모;이병기;조위덕;정하중;호용성
    • Journal of Broadcast Engineering
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    • v.7 no.1
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    • pp.37-44
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    • 2002
  • In this paper. we propose a new video coding scheme with multi-resolution motion compensation and residual quantization. The main functional blocks of the proposed scheme include multi-level wavelet decomposition. motion estimation and motion compensation. raster scanning within each subband. formation of block trees and blocking partitioning. and adaptive arithmetic coding. Although the proposed ceding scheme is simple and requires low computational complexity, it produces bitstreams tilth good features. such as the embedded structure and SNR scalability. Experimental results demonstrate that the proposed coding scheme is quote competitive to and often outperforms other wavelet-based video coding schemes in the literature.

An Study Adaptive Window Size based NTSS Algorithm (적응형 윈도우 크기 기반 NTSS(New Three-Step Search Algorithm) 알고리즘 방법)

  • Yu, Jong-Hoon;Sohn, Chae-Bong;Oh, Seoung-Jun;Park, Ho-Jong;Ahn, Chang-Bum;Kang, Kyeong-Ok
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2005.11a
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    • pp.53-56
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    • 2005
  • NTSS(New Three-Step Search Algorithm)는 대표적인 Fast BMA(Block Matching Algorithm)인 TSS(Three-Step Search Algorithm)에 중앙 편향적(Center-Biased) 특성을 고려하여 향상시킨 방법이다. 그러나 NTSS는 움직임이 작은 영상인 경우에는 TSS보다 개선된 성능을 보여주지만, 움직임이 큰 영상에 대해서는 TSS와 큰 차이가 없으며 탐색영역이 커질수록 오히려 성능이 떨어지는 단점이 있다. 본 논문에서는 움직임 벡터의 특성에 맞는 탐색영역을 적용시킴으로써 탐색영역의 증가로 발생되는 NTSS의 단점을 보완하여 움직임이 큰 영상에 대해서도 향상된 성능을 갖는 방법을 제안한다. 제안된 방법을 적용 하였을 때 움직임이 작은 영상에서는 기존의 방법과 동일한 결과를 얻었으며 움직임이 큰 영상에서는 최고 0.5dB이상 성능이 개선되었다.

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A 18-Mbp/s, 8-State, High-Speed Turbo Decoder

  • Jung Ji-Won;Kim Min-Hyuk;Jeong Jin-Hee
    • Journal of electromagnetic engineering and science
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    • v.6 no.3
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    • pp.147-154
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    • 2006
  • In this paper, we propose and present implementation results of a high-speed turbo decoding algorithm. The latency caused by (de) interleaving and iterative decoding in a conventional maximum a posteriori(MAP) turbo decoder can be dramatically reduced with the proposed design. The source of the latency reduction is come from the combination of the radix-4, dual-path processing, parallel decoding, and rearly-stop algorithms. This reduced latency enables the use of the turbo decoder as a forward error correction scheme in real-time wireless communication services. The proposed scheme results in a slight degradation in bit-error rate(BER) performance for large block sizes because the effective interleaver size in a radix-4 implementation is reduced to half, relative to the conventional method. Fixed on the parameters of N=212, iteration=3, 8-states, 3 iterations, and QPSK modulation scheme, we designed the adaptive high-speed turbo decoder using the Xilinx chip (VIRTEX2P (XC2VP30-5FG676)) with the speed of 17.78 Mb/s. From the results, we confirmed that the decoding speed of the proposed decoder is faster than conventional algorithms by 8 times.

A Study on performance improvement of the Proportional Gain Adaptive MMSE Detector (비례이득 적응형 MMSE 검출기의 성능 개선에 관한 연구)

  • Yoo Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.213-221
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    • 2006
  • In this paper, an improved detection method is proposed by supplementing various types of Proportional gam for a MMSE detecter. This method is proposed io complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. In this result, we showed that the Improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are increased.

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