• Title/Summary/Keyword: 적응적 예측

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Least Squares Based Adaptive Motion Vector Prediction Algorithm for Video Coding (동영상 압축 방식을 위한 최소 자승 기반 적응 움직임 벡터 예측 알고리즘)

  • Kim, Ji-hee;Jeong, Jong-woo;Hong, Min-Cheol
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.9C
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    • pp.1330-1336
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    • 2004
  • This paper addresses an adaptive motion vector prediction algorithm to improve the performance of video encoder. The block-based motion vector is characterized by non-stationary local statistics so that the coefficients of LS (Least Squares) based linear motion can be optimized. However, it requires very expensive computational cost. The proposed algorithm using LS approach with spatially varying motion-directed property adaptively controls the coefficients of the motion predictor and reduces the computational cost as well as the motion prediction error. Experimental results show the capability of the proposed algorithm.

A Fast Motion Estimation Algorithm Using Adaptive Elimination of Sub-block Partial Coefficient (서브블록 부분 계수 적응제거를 통한 고속 움직임 추정 알고리즘)

  • Ryu, Tae-Kyung;Moon, Kwang-Seok;Kim, Jong-Nam
    • Journal of Korea Multimedia Society
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    • v.12 no.4
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    • pp.483-491
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    • 2009
  • In this paper, we propose a fast motion estimation algorithm using adaptive elimination of sub-block partial coefficients. The proposed algorithm predicts an adaptive threshold for each sub-block by using relationship of an initial sum of absolute difference(SAD) and a minimum SAD at the current point, and efficiently reduces unnecessary calculation time of the conventional partial distortion elimination(PDE) algorithm with the predicted threshold. Our algorithm reduces about 60% of computations of the conventional PDE algorithm without any degradation of prediction quality compared with the con ventional full search. Additionally, the proposed algorithm can be applied to other fast motion estimation 떠gorithms. the proposed Our proposing algorithm will be useful to real-time video coding applications using MPEG-2 or MPEG-4 AVC standards.

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Adaptive Inter-layer Filter Selection Mechanism for Improved Scalable Extensions of High Efficiency Video Coding (SHVC) (스케일러블 HEVC 부호화 효율 개선을 위한 계층 간 적응적 필터 선택 알고리즘)

  • Lee, Jong-Hyeok;Kim, Byung-Gyu
    • Journal of Digital Contents Society
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    • v.18 no.1
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    • pp.141-147
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    • 2017
  • Scalable extension of High Efficiency Video Coding (SHVC) standard uses the up-sampled residual data from the base layer to make a residual data in the enhancement layer. This paper describes an efficient algorithm for improving coding gain by using the filtered residual signal of base layer in the Scalable extension of High Efficiency Video Coding (SHVC). The proposed adaptive filter selection mechanism uses the smoothing and sharpening filters to enhance the quality of inter-layer prediction. Based on two filters and the existing up-sampling filter, a rate-distortion (RD)-cost fuction-based competitive scheme is proposed to get better quality of video. Experimental results showed that average BD-rate gains of 1.5%, 2.1%, and 1.7% for Y, U and V components, respectively, were achieved, compared with SHVC reference software 5.0, which is based on HEVC reference model (HM) 13.

Intra mode encoding to use probability information in low bit rate condition (저비트율 환경에서 확률 정보를 이용한 화면내 모드 부호화)

  • Kim, Kibaek;Kim, Jaehun;Yoon, Hosun;Jeong, Jechang
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2012.07a
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    • pp.457-458
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    • 2012
  • 본 논문에서는 저비트율 환경에서 화면내 예측 모드 정보를 적응적으로 부호화하는 방법을 제안한다. 저비트율 환경에서의 예측 모드의 확률정보에 기반하여 특성을 분석한 후 기존의 방법과 제안된 방법을 적응적으로 선택하여 예측 모드 정보를 부호화 한다. 제안된 방법에서는 기존의 MPM을 대체하여 하나의 MB내에서 MPM과 일치하지 않는 블록에 대한 개수에 대한 정보, 해당 블록의 위치 정보, 실제 모드 정보를 부호화하는 방법을 사용하였다. 실험 결과를 통해서, 제안된 기술은 저비트율 환경에서 평균적으로 0.10dB의 BD-PSNR 증가 또는 1.72%의 BD-bitrate를 감소시킴으로써 H264/AVC의 효율을 향상시킴을 확인할 수 있다.

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Adaptive Spatio-Temporal Prediction for Multi-view Coding in 3D-Video (3차원 비디오 압축에서의 다시점 부호화를 위한 적응적 시공간적 예측 부호화)

  • 성우철;이영렬
    • Journal of Broadcast Engineering
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    • v.9 no.3
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    • pp.214-224
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    • 2004
  • In this paper, an adaptive spatio-temporal predictive coding based on the H.264 is proposed for 3D immersive media encoding, such as 3D image processing, 3DTV, and 3D videoconferencing. First, we propose a spatio-temporal predictive coding using the same view and inter-view images for the two TPPP, IBBP GOP (group of picture) structures 4hat are different from the conventional simulcast method. Second, an 2D inter-view direct mode for the efficient prediction is proposed when the proposed spatio-temporal prediction uses the IBBP structure. The 2D inter-view direct mode is applied when the temporal direct mode in B(hi-Predictive) picture of the H.264 refers to an inter-view image, since the current temporal direct mode in the H.264 standard could no: be applied to the inter-view image. The proposed method is compared to the conventional simulcast method in terms of PSNR (peak signal to noise ratio) for the various 3D test video sequences. The proposed method shows better PSNR results than the conventional simulcast mode.

Handoff Scheme based on Adaptive Channel Prediction in Cognitive Radio Networks (인지무선네트워크에서 적응적 채널예측에 기반한 핸드오프기법)

  • Lee, Juhyeon;Park, Hyung-Kun
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.18 no.10
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    • pp.2389-2396
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    • 2014
  • Spectrum handoff is the process of exchanging progressing data transmission from the current channel to another idle channel. The essential goal of spectrum handoff in CR(Cognitive Radio) networks is to perform consistent data transmission while sustaining performance of ongoing transmission of secondary users. This handoff procedure can cause additional latency that eventually affects on the performance of CR transmission. Channel prediction method is expected to avoid the disruption to primary users and to reduce the handoff latency. In this paper, adaptive channel prediction is proposed to cope with time-varying channel and an adaptive channel prediction based proactive handoff procedure is designed to enhance data transmission performance.

An Adaptive Estimation Model for Propagation Errors Incurred by CD in FD-CD Transcoding (FD-CD 트랜스코딩기법에서 CD에 의한 전파 왜곡의 적응적 예측 모델)

  • Kim Jin-soo;Kim Jae-Gon
    • Journal of Korea Multimedia Society
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    • v.7 no.11
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    • pp.1571-1579
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    • 2004
  • Recently, FD(Frame Dropping)-CD(Coefficient Dropping) transcoding is considered mainly due to the low computational complexity and simple implementation. But, CD errors in the FD-CD transtoding scheme tend to be propagated and they have a significant effect on the qualities of decoded images. In this paper, we derive the error characteristics incurred by the CD operations and propose an effective estimation model that adaptively describes well the characteristics of propagation/accumulation errors in compressed domain. Furthermore, we apply the proposed model to distortion control achieving nearly constant distortion allocation among frames. Simulation results show that the proposed model is quite accurate in estimating the overall distortions and is effectively applied to distortion control over a range of sequences with varying scene types.

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Fast Motion Estimation using Adaptive Search Region Prediction (적응적 탐색 영역 예측을 이용한 고속 움직임 추정)

  • Ryu, Kwon-Yeol
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.7
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    • pp.1187-1192
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    • 2008
  • This paper proposes a fast motion estimation using an adaptive search region and a new three step search. The proposed method improved in the quality of motion compensation image as $0.43dB{\sim}2.19dB$, according as it predict motion of current block from motion vector of neigher blocks, and adaptively set up search region using predicted motion information. We show that the proposed method applied a new three step search pattern is able to fast motion estimation, according as it reduce computational complexity per blocks as $1.3%{\sim}1.9%$ than conventional method.

Adaptive OFDM with Channel Predictor in Broadband Wireless Mobile Communications (광대역 무선 이동 통신에서 채널 예측기를 갖는 적응 OFDM)

  • 황태진;황호선;백흥기
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.4A
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    • pp.370-377
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    • 2004
  • In this paper, we present an adaptive modulation technique for orthogonal frequency division multiplexing (OFDM) for broadband wireless communications. Also, using improved channel prediction, we enhance the performance of adaptive OFDM in high mobility environments. Adaptive modulation technique has been shown to achieve reliable high-rate data transmission over frequency-selective fading channel when OFDM is employed. This scheme requires the accurate channel information between two stations for a better performance. In an outdoor high mobility environment, most of adaptive OFDM systems have to be given the channel information transmitted from the receiver. Even if it is possible, there is some delay. Moreover, the channel impulse response between two stations is very rapidly varied. If the channel information is obsolete at the time of transmission, then poor system performance will result. In order to solve this problem, we propose adaptive OFDM with improved channel predictor. The proposed bit allocation algorithm has a lower complexity and the proposed scheme mitigates the effect of channel delay. Robust approach is less sensitive to outdated channel information. Performance results show that the proposed scheme can achieve considerable performance enhancement.

Adaptive Multi-view Video Interpolation Method Based on Inter-view Nonlinear Moving Blocks Estimation (시점 간 비선형 움직임 블록 예측에 기초한 적응적 다시점 비디오 보상 보간 기법)

  • Kim, Jin-Soo
    • The Journal of the Korea Contents Association
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    • v.14 no.4
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    • pp.9-18
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    • 2014
  • Recently, many researches have been focused on multi-view video applications and services such as wireless video surveillance networks, wireless video sensor networks and wireless mobile video. In multi-view video signal processing, to exploit the strong correlation between images acquired by different cameras plays great role in developing a core technique of multi-view video coding. This paper proposes an adaptive multi-view video interpolation technique which is applicable for multi-view distributed video coding without requiring any cooperation amongst the cameras. The proposed algorithm estimates the non-linear moving blocks and employs disparity compensated view prediction, and then fills in the unreliable blocks. Through computer simulations, it is shown that the proposed method outperforms the conventional methods.