• Title/Summary/Keyword: Intra Prediction Scheme

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Fast I Slice Encoding/Decoding Method in H.264/AVC (H.264/AVC에서 고속 I Slice 부호화/복호화 방법)

  • Oh, Hyung-Suk;Shin, Dong-In;Kim, Won-Ha
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.46 no.2
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    • pp.1-9
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    • 2009
  • This paper develops a fast method performing intra prediction which only restores block boundary pixels without decoding all blocks in an I slice of H.264/AVC. To accomplish this, we develop a fast integer inverse DCT scheme that quickly decodes residual block boundary which can be consisted of references pixels. we add the restored block boundary pixels and appropriate calculated prediction pixels for each intra prediction mode and consist of needed reference pixels. The experiments showed that the proposed method produces the reliable performance with reducing the computational complexity, compared to conventional method when applied to H.264/AVC integer DCT.

Predictive Coding Methods in DCT Domain for Image Data Compression (영상 압축 부호화를 위한 DCT영역에서의 예측 부호화 방법)

  • Lee, Sang-Hee;Kim, Jae-Kyoon
    • Journal of the Korean Institute of Telematics and Electronics S
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    • v.35S no.8
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    • pp.86-95
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    • 1998
  • Intra-frame video compression, which cannot make use of temporal predictions, requires much higher bit rates compared with inter-frame schemes. In order to reduce bit rates, intra-frame predictive coding methods in DCT domain have been studied especially within the framework of the MPEG-4 video coding standard currently being developed. In this paper, we propose novel intra-frame predictive coding methods in DCT domain with the marginal complexity increase over the conventional methods . The proposed methods consist of a DC coefficient prediction method and two AC coefficient prediction methods. The proposed methods consist of a DC coefficient prediction method and two AC coefficient prediction methods. The proposed DC coefficient prediction method makes it possible to adaptively select the prediction directions without overhead bits, by comparing gradients of DC coefficients from neighboring blocks. As the AC coefficient prediction methods, first, we present an effective method which can improve the prediction directions of the MPEG-4 scheme by considering the DC coefficient of the current block to be coded. And, we present another effective method that decision on the prediction is carried out for each AC coefficient. Simulation results show that substantial bit savings can be achieved by the proposed methods.

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Fast Depth Video Coding with Intra Prediction on VVC

  • Wei, Hongan;Zhou, Binqian;Fang, Ying;Xu, Yiwen;Zhao, Tiesong
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.7
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    • pp.3018-3038
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    • 2020
  • In the stereoscopic or multiview display, the depth video illustrates visual distances between objects and camera. To promote the computational efficiency of depth video encoder, we exploit the intra prediction of depth videos under Versatile Video Coding (VVC) and observe a diverse distribution of intra prediction modes with different coding unit sizes. We propose a hybrid scheme to further boost fast depth video coding. In the first stage, we adaptively predict the HADamard (HAD) costs of intra prediction modes and initialize a candidate list according to the HAD costs. Then, the candidate list is further improved by considering the probability distribution of candidate modes with different CU sizes. Finally, early termination of CU splitting is performed at each CU depth level based on the Bayesian theorem. Our proposed method is incorporated into VVC intra prediction for fast coding of depth videos. Experiments with 7 standard sequences and 4 Quantization parameters (Qps) validate the efficiency of our method.

Intra Frame transcoding Scheme based on DCT-domain for H.264 Transcoding (H.264 변환을 위한 DCT 도메인에서의 Intra 프레임 변환 기법)

  • 강진미;이주경;정기동
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.10c
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    • pp.460-462
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    • 2004
  • 최신의 동영상 압축 표준인 H.264[1]는 기존의 동영상 압축 표준에 비해 압축 성능이 매우 높으며 4$\times$4 DCT(Discrete Cosine Transform)를 수행하는 특징이 있다. H.264 표준에서는 압축 효율을 높이기 위해 Intra 프레임 내의 이웃한 픽셀칸의 연관성을 이용한 프레임 내 창조(Intra Prediction)를 수행한다. 그러므로 기존의 동영상 압축 데이터를 H.264로 변환하기 위해서는 intra 프레임의 프레임 내 창조와 8$\times$8 DCT 블록의 4$\times$4 정수형 DCT 블록으로의 변환을 필수적으로 수행해야 한다. 또한, Intra 프레임은 GOP 내의 다른 프레임의 창조 대상이 되므로 변환 시 화질의 최적화가 필수적이다[2]. 본 논문에서는 Intra 프레임의 변환 시 화질의 최적화를 위해 DCT 도메인 상에서 프레임 내 창조를 수행하는 기법을 제안한다. 제안된 기법은 추가적인 계산없이 DCT 변환으로 인한 오류를 줄여 변환된 intra 프레임의 화질을 개선할 수 있다.

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A Submode Selection Method for Advanced Intra Coding in H.263 (H.263 Advanced Intra Coding 모드 선택 방법)

  • 박운기;이상희;전병우
    • Journal of Broadcast Engineering
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    • v.6 no.2
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    • pp.187-194
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    • 2001
  • The Advanced Intra Coding(AIC) mode included in the H.263+ which is for video ceding at low bit rates, selects one prediction direction of DCT coefficients among three directions for every intra macroblock. Based ()n the selected direction, It uses a different DCT scanning order, quantization scheme, and VLC table. The use of the AIC mode brings higher compression ratio and improved PSNR than the H.263 baseline. This paper proposes a simplified submode selection method for a direction of the DCT coefficient prediction for advanced ultra coding in H.263. Compared to the conventional method the proposed simplified method can achieve a similar coding Performance at computational complexity reduced to 1/7 and with much less memory requirement. The proposed method will be useful in implementing a simplified H.263 system.

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Fast Intra Prediction using Pixel Variation in H.264 (H.264에서 화소 변화량을 이용한 빠른 인트라 예측)

  • Lee, Tak-Gi;Kim, Sung-Min;Sin, Kwang-Mu;Chung, Ki-Dong
    • Journal of Korea Multimedia Society
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    • v.11 no.7
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    • pp.956-965
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    • 2008
  • H.264/AVC is the newest video coding standard of ITU-T VCEG and the ISO/IEC MPEG, offering a significant performance improvement over previous video coding standards. However, the computational complexity of H.264/AVC is drastically increased because of new technologies such as intra prediction, variable block size, quarter-pels motion estimation/compensation, etc. In this paper, we propose a fast intra prediction scheme which has two step processing. The first step is a fast block size decision which can be calculated only in one block without considering all cases of $4{\times}4$ block and $16{\times}16$ block. The complexity of the intra prediction can be reduced by using boundary difference values of macroblock. After selecting the block size, we can make mode decision using the neighbouring reference pixels and representative pixels of the block in the second step. The experimental results show that the proposed algorithm saved on the average 41.5% encoding time without any significant PSNR losses.

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Light Field Image Compression using Versatile Video Coding Intra Prediction (VVC 인트라 부호화기술을 이용한 라이트필드 영상 부호화)

  • Duong, Vinh Van;Nguyen, Thuc Huu;Lee, Jaelin;Jeon, Byeungwoo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2019.06a
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    • pp.222-224
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    • 2019
  • Light Field (LF) camera captures not only the light intensity but also the light direction coming to camera. While the rich information captured by LF camera enables many interesting applications such as digital refocusing, viewpoint changing, and 3D reconstruction, but it also requires powerful coding tools to reduce its large volume of data. In this paper, we investigate using the intra prediction scheme of the versatile video coding (VVC), which is the most recent video coding technology currently under developing, to compress the LF image. The Intra Block Copy (IBC) technique in VVC is exploited considering special LF image structure. The experimental result shows that VVC intra predict ion outperforms the H.265/HEVC intra coding technique in encoding LF data irrespective of using the IBC mode or not.

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New Intra Coding Scheme for Improving Video Coding Efficiency (영상 부호화 효율을 위한 새로운 화면 내 부호화 방법)

  • Kim, Ji-Eon;Noh, Dae-Young;Jeong, Se-Yoon;Lee, Jin-Ho;Oh, Seoung-Jun
    • Journal of Broadcast Engineering
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    • v.16 no.3
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    • pp.448-461
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    • 2011
  • H.264/AVC significantly outperforms the previous video coding standards with many new coding tools. Among these tools, several intra-block coding tools can particularly improve coding efficiency. For intra prediction, H.264/AVC supports most probable mode in the entropy coding process to reduce syntax elements indicating intra prediction modes and most probable mode selection ratio is very high. Also, in general, natural images and videos have many homogeneous regions whose high correlation with neighbouring blocks. In this paper, we propose intra prediction mode SKIP mode using decoder-side prediction to improve the coding efficiency. The proposed method is determined the optimal prediction mode using only neighbouring block's information and coded on the basis of the conventional prediction/transform coding. And the prediction modes are not send to decoder at all. Skipped intra prediction mode is determined by decoder. Experimental results show that the proposed method achieves coding gains of 1.40% for common intermediate format(CIF), 3.24% for 720p sequences against the H.264/AVC JM 17.0 reference software.

Kalman Filtering-based Traffic Prediction for Software Defined Intra-data Center Networks

  • Mbous, Jacques;Jiang, Tao;Tang, Ming;Fu, Songnian;Liu, Deming
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.6
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    • pp.2964-2985
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    • 2019
  • Global data center IP traffic is expected to reach 20.6 zettabytes (ZB) by the end of 2021. Intra-data center networks (Intra-DCN) will account for 71.5% of the data center traffic flow and will be the largest portion of the traffic. The understanding of traffic distribution in IntraDCN is still sketchy. It causes significant amount of bandwidth to go unutilized, and creates avoidable choke points. Conventional transport protocols such as Optical Packet Switching (OPS) and Optical Burst Switching (OBS) allow a one-sided view of the traffic flow in the network. This therefore causes disjointed and uncoordinated decision-making at each node. For effective resource planning, there is the need to consider joining the distributed with centralized management which anticipates the system's needs and regulates the entire network. Methods derived from Kalman filters have proved effective in planning road networks. Considering the network available bandwidth as data transport highways, we propose an intelligent enhanced SDN concept applied to OBS architecture. A management plane (MP) is added to conventional control (CP) and data planes (DP). The MP assembles the traffic spatio-temporal parameters from ingress nodes, uses Kalman filtering prediction-based algorithm to estimate traffic demand. Prior to packets arrival at edges nodes, it regularly forwards updates of resources allocation to CPs. Simulations were done on a hybrid scheme (1+1) and on the centralized OBS. The results demonstrated that the proposition decreases the packet loss ratio. It also improves network latency and throughput-up to 84 and 51%, respectively, versus the traditional scheme.

Design of Scalable Intra-prediction Architecture for H.264 Decoders (H.264 복호기를 위한 스케일러블 인트라 예측기 구조 설계)

  • Lee, Chan-Ho
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.45 no.11
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    • pp.77-82
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    • 2008
  • H.264 is a video coding standard of ITU-T and ISO/IEC, and widely spreads its application due to its high compression ratio more than twice that of MPEG-2 and high image quality. It has different architecture depending on demands since it is a lied from small image of QVGA to large size of HD. In this paper, We propose a scalable architecture for intra-prediction of H.264 decoders. The proposed scheme has a scalable architecture that can accommodate up to 4 processing elements depending on performance demands and can reduce the number of access to memory using efficient memory management so as to be energy-efficient. We design the intra-prediction unit using Verilog-HDL and verily it by prototyping using an FPGA. The performance is analyzed using the results of design.