• Title/Summary/Keyword: Motion Compensated Interpolation

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Efficient Motion Compensated Interpolation Technique Using Image Resizing (영상의 크기 변환을 이용한 효율적인 움직임 보상 보간 기법)

  • Kwon, Hye-Gyung;Lee, Chang-Woo
    • Journal of Broadcast Engineering
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    • v.18 no.4
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    • pp.599-608
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    • 2013
  • Motion compensated interpolation (MCI) techniques are used for increasing the frame rate and generating the side information in the distributed video coding (DVC) system. In this paper, an efficient MCI technique using the image resizing in the DCT or LiftLT domain is proposed, and the performance of the MCI technique using various sub-pixel generation techniques is analyzed. Extensive computer simulations show that the proposed method produces the superior results compared to the conventional methods.

Motion Compensated Deinterlacing with Variable Block Sizes

  • Kim, In-Ho;Lee, Chul-Hee
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.469-472
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    • 2005
  • In this paper, we propose a new deinterlacing algorithm based on motion estimation and compensation with variable block size. Motion compensated methods using a fixed block size tend to produce undesirable artifacts when there exist complicated motion and high frequency components. In the proposed algorithm, the initial block size of motion estimation is determined based on the existence of global motion. Then, the block is divided depending on block characteristics. Since motion compensated deinterlacing may not always provide satisfactory results, the proposed method also use an intrafield spatial deinterlacing. Experimental results show that the proposed method provides noticeable improvements compared to motion compensated deinterlacing with a fixed block size.

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Reliability Evaluation Method Based on Spatio-Temporal Statistical Characteristics for Motion Compensated Interpolated Frame (움직임 보상 보간 프레임에 대한 시공간적 통계특성에 기초한 블록기반의 신뢰도 평가 방법)

  • Kim, Jin-Soo
    • The Journal of the Korea Contents Association
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    • v.13 no.5
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    • pp.28-36
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    • 2013
  • Motion-compensated frame interpolation (MCFI) techniques in video signal processing have many application areas. Frame rate up-conversion (FRUC) or distributed video coding (DVC) technique needs an effective MCFI algorithm. For these applications, it is necessary to develop an effective post-processing technique to improve visual qualities or to reduce virtual channel noises, resulting in the reduced channel bit rate. This paper proposes a reliability evaluation method based on spatio-temporal characteristics for motion-compensated interpolated blocks. The proposed algorithm investigates the temporal matching characteristics for current frame and then is designed in such a way that it can measure temporal characteristics as well as the spatial ones. Through computer simulations, it is shown that the proposed method outperforms the conventional temporal matching method.

Performance Comparison of Block-based Distortion Estimations for FRUC Techniques (FRUC 기술을 위한 블록별 왜곡 크기 추정기법의 성능비교)

  • Kim, Jin-Soo
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.927-929
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    • 2011
  • Since DVC (Distributed Video Coding) and FRUC (Frame Rate Up Conversion) techniques need to have an efficient motion compensated frame interpolation algorithms. Conventional works of these applications have mainly focused on the performance improvement of overall system. But, in some applications, it is necessary to evaluate how well the MCI (Motion Compensated Interpolation) frame matches the original frame. For this aim, this paper deals with the modeling methods for evaluating the block-based matching cost. First, several matching criteria, which have already been dealt with the motion compensated frame interpolation, are introduced and then combined to make estimate models for the size of MSE (Mean Square Error) noise of the MCI frame to original one. Through computer simulations, it is shown that the block-based cost evaluation models are tested and can be effectively used for estimating the MSE noise.

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Region adaptive motion compensated error coding using extension-interpolation/2D-DCT (확장-보간/2D-DCT 기법을 이용한 영역 적응적인 이동보상 오차의 보호화)

  • 조순재;김성대
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.8
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    • pp.1691-1697
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    • 1997
  • This paper presents a new motion compensated error coding method suitable for region based image coding system. Compared with block based conding, the region based coding improves subjective quality as it estimates and compensates 2D (or 3D) translantional, rotational, and scaling motion for each regions. although the region based coding has this advantage, its merit is reduced as bock-DCT (2D-DCT) is used to encode motion-compensated error. To overcome this problem, a new region adaptive motion compensated error coding technique which improver subjective and objective quality in the region boundary is proposed in this paper. In the proposed method, regions with large error are estimated using contour of the regions and contrast between the regions. The regions estiated as those with large error are coded by arbitrarily shaped image segment coding method. The mask information of the coded regions is not transmitted because it is estimated as the same algorithm in the encoder and the decoder. The proposed region adaptive motion conpensated error coding method improves about 0.5dB when it is compared with conventional block based method.

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Adaptive Frame Rate Up-Conversion Algorithms using Block Complexity Information

  • Lee, Kangjun
    • Journal of Korea Multimedia Society
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    • v.21 no.8
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    • pp.813-820
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    • 2018
  • This paper proposes new frame rate up-conversion algorithms. Adaptive motion estimation based on block complexity information are used to obtain more accurate motion vectors. Because the information on block complexity is extracted from the motion estimation prediction size from the original frame, additional computational complexity is not imparted. In experimental results, the proposed algorithms provide robust frame interpolation performance for whole test sequences. Also, the computational complexity of the proposed algorithm is reduced to a benchmark algorithm.

Frame Rate Up-Conversion Using Pyramid Structure and Quadtree (피라미드 구조와 쿼드트리를 이용한 프레임율 증가 변환)

  • Lee, Jichan;Kim, Jun-Geon;Lee, Junho;Kim, Kisun;Lee, Daeho
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2014.11a
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    • pp.90-92
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    • 2014
  • 본 논문에서는 피라미드 구조와 쿼드트리를 이용하는 움직임 보상 프레임 보간(motion compensated frame interpolation, MCFI)의 새로운 방법을 제안한다. 일반적인 MCFI 방법에서는 고정된 크기의 프레임과 블록에서 움직임 벡터(motion vector, MV)를 이용하여 두 프레임 사이의 프레임 영상을 추정한다. 그러나 이와 같은 방법은, 큰다양한 방향으로 움직이는 물체들의 MV 나 큰 움직임을 추정하기 어렵다. 이러한 문제점을 해결하기 위해서 본 논문에서는 블록 크기와 정합 영역이 가변적으로 적용될 수 있는 피라미드 구조와 쿼드트리를 이용한 프레임 보간 기법(pyramid structure and quadtree motion compensated frame interpolation, PQ-MCFI)를 제안한다. 제안하는 기법은 물체들이 빠르게 움직이는 장면과 다양한 방향으로 움직이는 장면에서 이전의 기법에 비해서 높은 PSNR 을 보이며, 실제 인간의 시각적인 측면에서는 더욱 정밀한 결과를 보인다.

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Efficient Distributed Video Coding System and Performance Analysis Using Lapped Transform (Lapped Transform을 이용한 효율적인 분산 동영상 부호화 시스템 및 성능해석)

  • Kang, Soo-Kyung;Lee, Chang-Woo
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.9C
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    • pp.564-572
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    • 2011
  • Distributed video coding (DVC) system has been proposed to reduce encoder complexity by using the correlation of frames in decoders. Since the block based motion estimation operation is not performed in the encoder of DVC system, lapped transforms, in which adjacent two blocks are transformed into one block, can be efficiently used in the DVC system. In this paper, an efficient DVC system using lapped transforms is proposed. The overlapped block motion compensated interpolation is used to produce side information, and the corresponding correlation noise between original Wyner-Ziv frame and side information is modeled. Extensive computer simulations show that the proposed DVC system outperforms conventional DVC systems.

Adaptive spatio-temporal deinterlacting algorithm based on bi-directional motion compensation (양방향 움직임 기반의 시공간 적응형 디인터레이싱 기법)

  • Lee, Sung-Gyu;Lee, Dong-Ho
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.4
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    • pp.418-428
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    • 2002
  • In this paper, we propose a motion-adaptive de-interlacing method using motion compensated interpolation. In a conventional motion compensated method, a simple pre-filter such as line averaging is applied to interpolate missing lines before the motion estimation. However, this method causes interpolation error because of inaccurate motion estimation and compensation. In the proposed method, EBMF(Edge Based Median Filter) as a pre-filter is applied, and new matching method, which uses two same-parity fields and opposite-parity field as references, is proposed. For further improvement, motion correction filter is proposed to reduce the interpolation error caused by incorrect motion. Simulation results show that the proposed method provides better performance than existing methods.

Performance Analysis of Motion Compensated Interpolation Technique (움직임 보상 보간 기법의 성능평가)

  • Kang, Soo-Kyung;Lee, Chang-Woo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2010.07a
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    • pp.28-31
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    • 2010
  • 분산 비디오 부호화 시스템(distributed video coding:DVC)에서는 기존의 비디오 부호화 시스템과는 달리 부호기가 아닌 복호기에서 움직임 추정 연산을 함으로써 부호기의 복잡성을 크게 줄일 수 있다. DVC 시스템의 복호기에서 생성되는 부가정보(side information : SI)는 전체 DVC 시스템의 성능에 큰 영향을 미친다. DVC 시스템의 복호기에서 SI 정보를 생생하기 위해서 움직임 보상 보간(motion compensated interpolation : MCI) 기법이 많이 사용되는데 본 논문에서는 다양한 MCI 기법들의 성능을 분석한다.

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