• Title/Summary/Keyword: Arithmetic coder

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Performance Improvement of Binary MQ Arithmetic Coder (2진 MQ 산술부호기의 성능 개선)

  • Ko, Hyung Hwa;Seo, Seok Yong
    • Journal of Advanced Navigation Technology
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    • v.19 no.6
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    • pp.614-622
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    • 2015
  • Binary MQ arithmetic coding is widely used recently as a basic entropy coder in multimedia coding system. MQ coder esteems high in compression efficiency to be used in JBIG2 and JPEG2000. The importance of arithmetic coding is increasing after it is adopted as an unique entropy coder in HEVC standard. In the binary MQ coder, arithmetic approximation without multiplication is used in the process of recursive subdivision of range interval. Because of the MPS/LPS exchange activity happened in MQ coder, output byte tends to increase. This paper proposes an enhanced binary MQ arithmetic coder to make use of a lookup table for AQe using quantization skill in order to reduce the deficiency. Experimental results show that about 4% improvement of compression in case of JBIG2 for bi-level image compression standard. And also, about 1% improvement of compression ratio is obtained in case of lossless JPEG2000 coding. For the lossy JPEG2000 coding, about 1% improvement of PSNR at the same compression ratio. Additionally, computational complexity is not increasing.

A VLSI Design of Entropy Coding Algorithm for JPEG2000 CODEC (JPEG2000 CODEC을 위한 Entropy 코딩 알고리즘의 VLSI 설계)

  • Lee, Kyoung-Min;Oh, Kyoung-Ho;Jung, Il-Hwan;Kim, Young-Min
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.1C
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    • pp.35-44
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    • 2004
  • In this paper, we design an efficient VLSI architecture of entropy coding algorithm in JPEG2000. Entropy coder is a context-based binary arithmetic encoder, and composed of a Context Extractor(CE) and an Arithmetic Coder(AC). We speed-up CE by skipping no-operation bits in coding passes, and AC is to be performed based on MQ coder. Because of using Qe value associated with each allowed context and probability estimation, MQ coder is a multiplication free coder that reduces computation loads and makes simple the structure of arithmetic coder. We have developed and synthesized the VHDL models of CE and AC pairs using Xilinx FPGA technology. The proposed architecture operates up to 30MHz.

A new method of lossless medical image compression (새로운 무손실 의료영상 압축방법)

  • 지창우;박성한
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.11
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    • pp.2750-2767
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    • 1996
  • In this papr, a new lossless compression method is presented based on the Binary Adaptive Arithmetic Coder(BAAC). A simple unbalanced binary tree is created by recursively dividing the BAAC unit interval into two probability sub-inervals. On the tree the More Probable Predicted Value(MPPV) and Less Probable Predicated Value(LPPV) estimated by local statistics of the image pixels are arranged in decreasing order. The BAAC or Huffman coder is thus applied to the branches of the tree. The proposed method allows the coder be directly applied to the full bit-plane medical image without a decomposition of the full bit-planes into a series of binary bit-planes. The use of the full bit model template improves the compresion ratio. In addition, a fast computation for adjusting the interval is possible since a simple arithmetic operation based on probability interval estimation state machine is used for interval sub-division within the BAAC unit interval.

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A Study on the Arithmetic Coding for Applications to Fax Machines (산술부호화 방식의 FAX 응용을 위한 연구)

  • 조석팔;진용옥
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.12
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    • pp.1382-1397
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    • 1991
  • The QM-Coder based on the recommandation of the JBIG committee has been studied for applying it to G3 FAX. In the point of view of implementation. the QM-Coder is modified to have following properties : 1) initialized at each start of the new line for protecting the error propagation, 2) pixel context for error estimation, fill bit insertion to meet minimum scan line time of 10 msec. and it is found that the modified QM-Coder is useful for encoding half tone images for low end G3 FAX machine, For higher compression ration than QM-Coder in encoding of the image binarized by ordered orther thchniques, a rearranging process before applying the QM-Coder is used and the resultant compression ratic was increased 1.13∼1.31 times than that of the conventional QM-Coder.

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Depth Compression for Multi-View Sequences Using 3-D Mesh Representation (3-D 메쉬 모델을 이용한 다시점 영상의 깊이 정보 압축)

  • Jung, Il-Lyong;Kim, Chang-Su
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.203-204
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    • 2007
  • In this work, we propose a compression algorithm for depth images, which are obtained from multi-view sequences. The proposed algorithm represents a depth image using a 3-D regular triangular mesh and predictively encodes the mesh vertices using a linear prediction scheme. The prediction errors are encoded with a arithmetic coder. Simulation results demonstrate that the proposed algorithm provides better performances than the JPEG2000 lossless coder.

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An image coding algorithm using fractal interpolation method (이산 트랙탈 보간법을 이용한 영상 부호화 알고리즘)

  • 이승현;정현민;윤택현;최일상;박규태
    • Journal of the Korean Institute of Telematics and Electronics B
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    • v.33B no.6
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    • pp.82-91
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    • 1996
  • In this paper, an image coding technique using fractal interpolation is proposed. Similar to the conventional methods, an image is partitioned into blocks and each block is coded independently. However, an interpolation point is ahsared by its neighboring blocks. This means that each block can use all its interpolation points with minimal increase of new data. For a simple implementation, triangular blocks are used instead of square blocks and new coefficients are difined. Data obtained in the encoding process hav estatistical characteristics suitable sfor entropy coding, an dthus arithmetic coding is perfomred for improving the compression efficiency. The results of the proposed coder in comparison with those of a conventional coder show that the interpolation method reduces block effect caused by a memoryless block coder, especially at low bit rates. This improvement is due to sharing of information between adjacent blocks. Moreover, th enumber of iteration required in ecoding process is reduced since more information is used to decode each block.

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An Image Compression Technique with Lifting Scheme and PVQ (Lifting Scheme과 PVQ를 이용한 영상압축 기법)

  • 정전대;김학렬;신재호
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 1996.06a
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    • pp.159-163
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    • 1996
  • In this paper, a new image compression technique, which uses lifting scheme and pyramid vector quantization, is proposed. Lifting scheme is a new technique to generate wavelets and to perform wavelet transform, and pyramid vector quantization is a kind of vector quantization which dose not have codebook neither codebook generation algorithm. For the purpose of realizing more compression rate, an arithmetic entropy coder is used. Proposed algorithm is compared with other wavelet based image coder and with JPEG which uses DCT and adaptive Huffman entropy coder. Simulation results showed that the performance of proposed algorithm is much better than that of others in point of PSNR and bpp.

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Entropy Coders Based on Binary Forword Classification for Image Compression (영상 압축을 위한 이진 순방향 분류 기반 엔트로피 부호기)

  • Yoo, Hoon;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.4B
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    • pp.755-762
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    • 2000
  • Entropy coders as a noiseless compression method are widely used as end-point compression for images so there have been many contributions to increase of entropy coder performance and to reduction of entropy coder complexity. In this paper, we propose some entropy coders based on binary forward classification (BFC). BFC requires overhead of classification but there is no change between the amount of input information and that of classified output information, which we prove this property in this paper. And using the proved property, we propose entropy coders which are Golomb-Rice coder after BFC (BFC+GR) and arithmetic coder with BFC(BFC+A). The proposed entropy decoders do not have further complexity Son BFC. Simulation results also show better performance than other entropy coders which have similar complexity to proposed coders.

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Design of bit matrix model and binary arithmetic coder (배트 매트릭스 확률모델과 이진 산술부호기 설계)

  • 이효석;이제명
    • Proceedings of the Korea Multimedia Society Conference
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    • 2003.11b
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    • pp.933-936
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    • 2003
  • 본 논문은 비트 매트릭스(bit matrix) 확률 모델과 이를 입력으로 사용하는 개량된 이진 산술부호 알고리즘을 제안한다. 비트들로 이루어진 비트 평면에서 3$\times$3 비트 매트릭스를 정의하였다. 그리고 비트 평면을 조사하여 2연속 혹은 3연속 비트 매트릭스들에 대한 확률모델을 구하였다. 본 연구에서는 3 가지의 확률간격(interval)을 가지는 개량된 이진 산술부호기률 사용하였다. 개량된 이진 산술부호 알고리즘의 장점은 구조가 간결하고 또한 부호화가 진행되는 도중에 결과 비트스트림을 생성하는 특징이 있다. 이진 산술부호기는 2연속 혹은 3연속 비트매트릭스를 입력하여 산술부호화를 수행하도록 한다.

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Hardware Implementation of EBCOT TIER-1 for JPEG2000 Encoder (JPEG2000 Encoder를 위한 EBCOT Tier-1의 하드웨어 구현)

  • Lee, Sung-Mok;Jang, Won-Woo;Cho, Sung-Dae;Kang, Bong-Soon
    • Journal of the Institute of Convergence Signal Processing
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    • v.11 no.2
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    • pp.125-131
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    • 2010
  • This paper presents the implementation of a EBCOT TIER-1 for JPEG2000 Encoder. JPEG2000 is new standard for the compression of still image for overcome the artifact of JPEG. JPEG2000 standard is based on DWT(Discrete Wavelet Transform) and EBCOT Entropy coding technology. EBCOT(Embedded block coding with optimized truncation) is the most important technology that is compressed the image data in the JPEG2000. However, EBCOT has the artifact because the operations are bit-level processing and occupy the harf of the computation time of JPEG2000 Compression. Therefore, in this paper, we present modified context extraction method for enhance EBCOT computational efficiency and implemented MQ- Coder as arithmetic coder. The proposed system is implemented by Verilog-HDL, under the condition of TSMC 0.25um ASIC library, gate counts are 30,511EA and satisfied the 50MHz operating condition.