• Title/Summary/Keyword: PSNR estimation

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Shift-Invariant uHMT Estimation for Wavelet-based Image Denoising (웨이블렛 기반 영상 잡음제거를 위한 천이 불변 uHMT 추정)

  • 윤근수;정원용
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2001.06a
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    • pp.221-224
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    • 2001
  • In this paper we propose a shift-invariant uHMT estimation for wavelet-based image denoising. The proposed estimation have just nine meta-parameter (independent of the size of the image and the number of wavelet scales) and requires no kinds of training. Also it solve visual artifacts resulted in the lack of shift-invariance in the DWT. The experimental results show that the proposed estimation is more effective than the other wavelet-based denoising by 0.5-ldB (PSNR) and allows an Ο(nlog n) in terms of performance speed.

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Effective Reconstruction of Stereo Image through Regularized Adaptive Disparity Estimation Scheme (평활화된 적응적 변이추정 기법을 이용한 스테레오 영상의 효과적인 복원)

  • Kim, Yong-Ok;Bae, Kyung-Hoon;Kim, Eun-Soo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.4C
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    • pp.424-432
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    • 2003
  • In this paper, an effective method of stereo image reconstruction through the regularized adaptive disparity estimation is proposed. Althougth the conventional adaptive disparity estimation method can sharply improve the PSNR of a reconstructed stereo image, but some problems of overlapping between the matching windows and disallocation of the matching windows can be occurred, because the matching window size changes adaptively in accordance with the magnitude of feature values. Accordingly, in thia paper, a new regularized adaptive disparity estimation technique is proposed. That is, by regularizing the estimated disparity vector with the neughboring disparity vectors, problems of the conventional adaptive disparity estimated scheme might be solved, and also the predicted stereo image can be more effectively reconstructed. From some experiments using the CCETT'S stereo image pairs of 'Man' and 'Claude', it is analyzed that the proposed disparity estimation scheme can improve PSNRs of the reconstructed images to 10.89dB, 6.13dB for 'Man' and 1.41dB, 0.81dB for 'Claude' by comparing with those of the conventional pixel-based and adaptive estimation method, respectively.

Fast Multiple Reference Frame Selection Method for Motion Estimation and Compensation in Video Coding (동영상 부호화의 움직임 추정 및 보상을 위한 고속 다중 참조 프레임 선택 기법)

  • Kim, Jae-Hoon;Kim, Myoung-Jin;Hong, Min-Cheol
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.11C
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    • pp.1066-1072
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    • 2007
  • In this paper, we propose a fast multiple reference frame selection method for motion estimation and compensation in video coding. Reference frames selected as an optimal reference frame by variable block sizes motion estimation have the statistical characteristic that was based on block size. Using the statistical characteristic, reference frames for smaller block size motion estimation can be selected from reference frame which was decided as an optimal one for the upper layer block size. Simulation results show that the proposal method decreased the computations about 60%. Nevertheless, PSNR and bit rate were almost same as the performances of original H.264 multiple reference motion estimation.

Frame Rate Up-Conversion Considering The Direction and Magnitude of Identical Motion Vectors (동일한 움직임 벡터들의 방향과 크기를 고려한 프레임율 증가기법)

  • Park, Jonggeun;Jeong, Jechang
    • Journal of Broadcast Engineering
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    • v.20 no.6
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    • pp.880-887
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    • 2015
  • In this paper, frame rate up conversion (FRUC) algorithm considering the direction and magnitude of identical motion vectors is proposed. extended bilateral motion estimation (EBME) has higher complexity than bilateral motion estimation (BME). By using average magnitude of motion vector with x and y direction respectively, dynamic frame and static frame are decided. We reduce complexity to decide EBME. also, After we compare the direction and magnitude of identical motion vectors, We reduce complexity to decide motion vector smoothing(MVS). Experimental results show that this proposed algorithm has fast computation and better peak singnal to noise ratio(PSNR) results compared with EBME.

Constrained One-Bit Transform based Motion Estimation using Extension of Matching Error Criterion (정합 오차 기준을 확장한 제한된 1비트 변환 알고리즘 기반의 움직임 예측)

  • Lee, Sanggu;Jeong, Jechang
    • Journal of Broadcast Engineering
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    • v.18 no.5
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    • pp.730-737
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    • 2013
  • In this paper, Constrained One-Bit Transform (C1BT) based motion estimation using extension of matching error criterion is proposed. C1BT based motion estimation algorithm exploiting Number of Non-Matching Points (NNMP) instead of Sum of Absolute Differences (SAD) that used in the Full Search Algorithm (FSA) facilitates hardware implementation and significantly reduces computational complexity. However, the accuracy of motion estimation is decreased. To improve inaccurate motion estimation, this algorithm based motion estimation extending matching error criterion of C1BT is proposed in this paper. Experimental results show that proposed algorithm has better performance compared with the conventional algorithm in terms of Peak-Signal-to-Noise-Ratio (PSNR).

Design of Low Power Motion Estimation for MPEG-4 (MPEG-4를 위한 저전력 Motion Estimation 설계)

  • 최홍규;이문기
    • Proceedings of the IEEK Conference
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    • 2003.07b
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    • pp.851-854
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    • 2003
  • The low power motion estimation for MPEG-4 is a soft-core for hardwired motion estimation block in MPEG-4. This motion estimation is modified by 10 difference mode. So, this motion estimation decrease a power consumption compare conventional step search. This modified 4SS Low power Motion Estimation has been tested and verified to be valid for implementation of FPGA. The average PSNR between the original image and the motion-compensated image is 28.25dB. And Power consumption is 26mW.

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Simplified Approach for Distortion Estimation in H.264 (H.264에서 간소화된 기법에 의한 왜곡치 예측)

  • Park, Ki-Hong;Kim, Yoon-Ho
    • Journal of Advanced Navigation Technology
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    • v.14 no.3
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    • pp.446-451
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    • 2010
  • This paper addressed an another scheme of distortion estimation method based on simplified inverse quantization in H.264/AVC. The distortion is calculated by the difference of coefficient between quantized transform coefficients and that of inverse. In general, these process included such transforms as discrete cosine transform(DCT), quantization, inverse quantization(IQ), and Inverse DCT(IDCT). In proposed approach, IQ as well as IDCT process are skipped because of replacing a couple of approximated formulas. Some simulation have been conducted and it showed that the PSNR was almost the same, and reduced the rate-distortion optimization(RDO) mode decision time of 8~15% in comparison with conventional method.

An Intermediate Image Generation Method using Multiresolution-based Hierarchical Disparity Map (다해상도 기반 계층적 변이맵을 이용한 중간영상 생성 방법)

  • 허경무;유재민
    • Journal of Institute of Control, Robotics and Systems
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    • v.9 no.11
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    • pp.899-905
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    • 2003
  • An intermediate images generation method using multi-resolution based hierarchical block matching disparity map is proposed. This method is composed of a disparity estimation, an occlusion detection and intermediate image synthesis. For the disparity estimation, which is one of the important processes in intermediate image synthesis, we use the multi-resolution based hierarchical block matching algorithm to overcome the imperfect ness of block matching algorithm. The proposed method makes disparity maps more accurate and dense by multi-resolution based hierarchical block matching, and the estimated disparity maps are used to generate intermediate images of stereo images. Generated intermediate images show 0.1∼1.4 ㏈ higher PSNR than the images obtained by block matching algorithm.

Improved Rate-Distortion Estimation for Mode Decision in H.264/AVC (H.264/AVC에서 모드 결정을 위한 개선된 율-왜곡 예측)

  • Park, Ki-Hong;Kim, Yoon-Ho
    • Journal of Advanced Navigation Technology
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    • v.14 no.1
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    • pp.102-107
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    • 2010
  • This paper presented a rate-distortion estimation method for effective mode decision in H.264/AVC. In this approach, in order to decide a mode, laplacian distribution modeling of DCT coefficients is utilized, which do not need to such process as quantization, entropy coding. From the simulation results, proposed a method showed that rate-distortion between proposed scheme and practical value was almost the same and performed 0.02dB of PSNR gain.

Improved Multiplication-free One-bit Transform-based Motion Estimation (향상된 곱셈이 없는 1비트 변환 알고리듬)

  • Jun, Jee-Hyun;Yoo, Ho-Sun;Jeong, Je-Chang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2011.11a
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    • pp.211-214
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    • 2011
  • 비디오 압축 기법에서 움직임 추정 (Motion Estimation)은 매우 중요한 부분을 차지하는데, 그것은 움직임 추정이 화질과 인코딩 시간에 직접적으로 영향을 미치기 때문이다. 가장 기본적인 움직임 추정 기법은 전역 탐색 기법 (Full Search Algorithm, FSA)인데, 이는 가장 좋은 화질을 보여주긴 하지만 매우 많은 계산량을 필요로 한다는 단점이 있다. 따라서 좋은 화질을 유지하면서도 계산량을 낮추기 위한 많은 고속 탐색 알고리즘들이 제안되었다. 이 논문에서는 고속 탐색 알고리듬 중 하드웨어 구현 시 많은 이점을 가진 1비트 변환 알고리듬 (One-bit Transform-based Motion Estimation, 1BT)을 소개하고 1비트 변환 알고리듬의 방법에 있어서 기존의 1비트 변환 알고리듬의 PSNR을 유지하면서 좀 더 빠른 속도로 인코딩이 가능한 커널 및 알고리듬을 제시한다. 실험결과에 따르면 우리가 제안한 알고리듬은 기존의 1비트 변환 알고리듬과 비슷한 PSNR을 유지하면서 속도가 향상된 것을 볼 수 있었다.

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