• 제목/요약/키워드: High-order interpolation

검색결과 154건 처리시간 0.026초

High Performance De-interlacing Algorithm Based on Region Adaptive Interpolation Filter

  • Yang, Yang;Chen, Xiangdong;Wang, Jin;Jeong, Jechang
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2011년도 추계학술대회
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    • pp.200-203
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    • 2011
  • In order to convert interlaced video into progressive scanning format, this paper proposed a high performance de-interlacing algorithm based on region adaptive interpolation filter design. Specifically, usage of the 6-tap filter is only for the most complex region, but for the smooth and regular edge region, much more correlated filter such as 2-tap or 4-tap filter should be used instead. According to the experimental results, the proposed algorithm has achieved noticeably good performance.

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PDE-based Image Interpolators

  • Cha, Young-Joon;Kim, Seong-Jai
    • 한국통신학회논문지
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    • 제35권12C호
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    • pp.1010-1019
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    • 2010
  • This article presents a PDE-based interpolation algorithm to effectively reproduce high resolution imagery. Conventional PDE-based interpolation methods can produce sharp edges without checkerboard effects; however, they are not interpolators but approximators and tend to weaken fine structures. In order to overcome the drawback, a texture enhancement method is suggested as a post-process of PDE-based interpolation methods. The new method rectifies the image by simply incorporating the bilinear interpolation of the weakened texture components and therefore makes the resulting algorithm an interpolator. It has been numerically verified that the new algorithm, called the PDE-based image interpolator (PII), restores sharp edges and enhances texture components satisfactorily. PII outperforms the PDE-based skeleton-texture decomposition (STD) approach. Various numerical examples are shown to verify the claim.

Determining Absolute Interpolation Weights for Neighborhood-Based Collaborative Filtering

  • Kim, Hyoung-Do
    • Management Science and Financial Engineering
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    • 제16권2호
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    • pp.53-65
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    • 2010
  • Despite the overall success of neighbor-based CF methods, there are some fundamental questions about neighbor selection and prediction mechanism including arbitrary similarity, over-fitting interpolation weights, no trust consideration between neighbours, etc. This paper proposes a simple method to compute absolute interpolation weights based on similarity values. In order to supplement the method, two schemes are additionally devised for high-quality neighbour selection and trust metrics based on co-ratings. The former requires that one or more neighbour's similarity should be better than a pre-specified level which is higher than the minimum level. The latter gives higher trust to neighbours that have more co-ratings. Experimental results show that the proposed method outperforms the pure IBCF by about 8% improvement. Furthermore, it can be easily combined with other predictors for achieving better prediction quality.

PIV에서의 보간기법의 평가에 관한 연구 (A Study on the Evaluation of Interpolation Methods in PIV)

  • 최장운;조대한;최민선;이영호
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.90-100
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    • 1996
  • To maintain high spacial accuracy and rapid CPU time in interpolating data from grid to random position or inversely in PIV, proposed many technuques are compared and discussed mainly in terms of interpolating error and computing time. And artificial PIV atmosphere data is furnished by CFD result. First, for interpolation from grid to random position, multiquadric method gives the highest accuracy with the longest CPU time and Taylor series expansion methods give reasonable accuracy with less calculating load. Secondly, the sub-pixel resolution analysis in estimating the coordinates of the maximum correlation coefficients essential in the grey level correlation PIV reveal that 8-neighbours 2nd-order least square interpolation gives utmost accuracy in terms of the real flow conditions.

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PIV에서의 보간기법의 평가에 관한 연구 (A Study on the Evaluation of Interpolation Methods in PIV)

  • 최장운;조대환;최민선;이영호
    • Journal of Advanced Marine Engineering and Technology
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    • 제20권4호
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    • pp.412-412
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    • 1996
  • To maintain high spacial accuracy and rapid CPU time in interpolating data from grid to random position or inversely in PIV, proposed many technuques are compared and discussed mainly in terms of interpolating error and computing time. And artificial PIV atmosphere data is furnished by CFD result. First, for interpolation from grid to random position, multiquadric method gives the highest accuracy with the longest CPU time and Taylor series expansion methods give reasonable accuracy with less calculating load. Secondly, the sub-pixel resolution analysis in estimating the coordinates of the maximum correlation coefficients essential in the grey level correlation PIV reveal that 8-neighbours 2nd-order least square interpolation gives utmost accuracy in terms of the real flow conditions.

모델 제약조건이 적용된 MWNI (Minimum Weighted Norm Interpolation)를 이용한 트레이스 내삽 (Trace Interpolation using Model-constrained Minimum Weighted Norm Interpolation)

  • 최지현;송영석;최지훈;변중무;설순지;김기영;이정모
    • 지구물리와물리탐사
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    • 제20권2호
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    • pp.78-87
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    • 2017
  • MWNI (Minimum Weighted Norm Interpolation)를 이용한 내삽 방법은 고차원으로 확장이 용이하고 상대적으로 계산 속도가 빠르다는 장점을 가지고 있으나 알리아스 효과가 존재하는 자료의 내삽에 취약하다. 이런 문제의 개선을 위해 제안된 방법이 모델제약(model-constrained) MWNI이다. 이 논문에서는 MWNI를 이용한 방법과 모델제약 MWNI 방법의 두가지 모듈을 개발한 후 알리아스 효과가 존재하는 자료의 내삽 결과를 비교하였다. 시공간 영역(t-x domain)과 주파수-파수 영역(f-k domain)의 결과 그림을 통해서 모델제약 MWNI를 적용했을 때의 결과가 더 효과적임을 확인할 수 있었다. 동해 울릉분지의 가스 하이드레이트 부존 지역의 현장 자료에 내삽을 적용한 결과, 가스침니 구간 전후로 진폭이 급격하게 변하는 자료에서도 내삽이 가능함을 확인할 수 있었다. 또한 매우 불규칙하고 넓은 구간에서 누락된 인공지진파 자료의 정규화를 통해 신호의 연결성 향상이 가능함을 보일 수 있었다. 결과적으로 이 논문에서 개발된 모듈은 현장의 다양한 여건에 의해 불규칙하거나 넓은 간격으로 얻어진 탄성파 자료의 정규화나 내삽에 효율적으로 활용될 수 있음을 확인하였다.

Interpolation 기법을 이용한 3.3V 8-bit 500MSPS Nyquist CMOS A/D Converter의 설계 (A 3.3V 8-bit 500MSPS Nyquist CMOS A/D Converter Based on an Interpolation Architecture)

  • 김상규;송민규
    • 대한전자공학회논문지SD
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    • 제41권8호
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    • pp.67-74
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    • 2004
  • 이 논문에서는 Interpolation 구조를 이용한 3.3V 8-bit 500MSPS CMOS A/D 변환기를 설계하였다. 고속 동작의 문제를 해결하기 위해서 새로운 프리앰프, 기준 전압 흔들림을 보정하기 위한 회로, 평균화 저항을 제안하였다. 제안된 Interpolation A/D 변환기는 Track & Hold, 256개의 기준전압이 있는 4단 저항열, 128개의 비교기 그리고 디지털 블록으로 구성되어 있다. 제안된 A/D 변환기는 0.35um 2-poly 4-metal N-well CMOS 공정이다. 이 A/D 변환기는 3.3V에서 440mW를 소비하며, 유효 칩 면적은 2250um x 3080um을 갖는다.

DVD PRML을 위한 1.8V 6-bit 2GSPS CMOS ADC 설계 (Design of the 1.8V 6-bit 2GSPS CMOS ADC for the DVD PRML)

  • 박유진;송민규
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2004년도 하계종합학술대회 논문집(2)
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    • pp.537-540
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    • 2004
  • In this paper, CMOS A/D converter with 6bit 2GSPS Nyquist input at 1.8V is designed. In order to obtain the resolution of 6bit and the character of high-speed operation. we present an Interpolation type architecture. In order to overcome the problems of high speed operation further a novel encoder, a circuit for the Reference Fluctuation, an Averaging Resistor and a Track & Hold for the improved SNR are proposed. The proposed Interpolation ADC consists of Track & Holt four resistive ladders with 64 taps, 32 comparators and digital blocks. The proposed ADC is based on 0.18um 1-poly 3-metal N-well CMOS technology, and it consumes 145mW at 1.8V power supply.

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모바일용 디지털 오디오 스피커를 위한 고효율 드라이버 설계 (A High-Efficiency Driver Design for Mobile Digital Audio Speakers)

  • 김용석;임민중
    • 전기학회논문지P
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    • 제60권1호
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    • pp.19-26
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    • 2011
  • In this paper, we designed Interpolation FIR(Finite Impulse Response) filter and 1-bit SDM(Sigma- Delta Modulator) for small digital audio speaker, which has low power consumption and high output characteristics. In order to achieve high linearity and low distortion performance of the systems, we adopt Type I Chevychev FIR filter which has equiripple characteristics in the pass band and proposed high efficient FIR filter structure. SDM is the most efficient modulation technique among the noise shaping techniques. In this paper, we implemented SDM using CIFB(Cascade of Intergrators, Feed-Back) which is generally used in DAC of small digital audio speakers. The proposed SDM structure can achieve high SNR, high-efficiency characteristics and low power consumption in mobile devices. Also considering manufacture of SoC(System on Chip), we performed simulation with Matlab and Verilog HDL to obtain optimal number of operational bits and verified a good experimental results.

오류 보정을 이용한 초점 이미지들로부터의 깊이 추출 (Depth Extraction From Focused Images Using The Error Interpolation)

  • 김진사;노경완;김충원
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 하계종합학술대회 논문집
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    • pp.627-630
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    • 1999
  • For depth extraction from the focus and recovery the shape, determination of criterion function for focus measure and size of the criterion window are very important. However, Texture, illumination, and magnification have an effect on focus measure. For that reason, depth map has a partial high and low peak. In this paper, we propose a depth extraction method from focused images using the error interpolation. This method is modified the error depth into mean value between two normal depth in order to improve the depth map.

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