• Title/Summary/Keyword: Huffman

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Design of Reversible Variable-Length Codes Using Properties of the Huffman Code and the Average Length Function (Huffman 부호와 평균부호길이 함수의 특성을 이용한 양방향 가변길이 부호의 생성 방법)

  • 정욱현;윤영석;호요성
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.137-140
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    • 2003
  • In this paper, we propose a new construction algorithm for the reversible variable-length code (RVLC) using a simplified average length function of the optimal Huffman code. RVLC is introduced as one of the error resilience tools in H.263+ and MPEG-4 owing to its error-correcting capability. The proposed algorithm demonstrates an improved performance in terms of the average codeword length over the existing HVLC algorithms.

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Huffman Coding using Nibble Run Length Code (니블 런 랭스 코드를 이용한 허프만 코딩)

  • 백승수
    • Journal of the Korea Society of Computer and Information
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    • v.4 no.1
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    • pp.1-6
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    • 1999
  • In this paper We propose the new lossless compression method which use Huffman Coding using the preprocessing to compress the still image. The proposed methode divide into two parts according to activity of the image. If activities are high, the original Huffman Coding method was used directly. IF activities are low, the nibble run-length coding and the bit dividing method was used. The experimental results show that compression rate of the proposed method was better than the general Huffman Coding method.

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Encoding of a run-length soruce using recursive indexing (줄길이 신호원의 순환지수 부호화)

  • 서재준;나상신
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.33A no.7
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    • pp.23-33
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    • 1996
  • This paper deals with the design of a recursively-indexed binary code for facsimile soruces and its performance. Sources used here are run-lengths of white pixels form higher-resolution facsimile. The modified huffman code used for G.3 facsimile is chosen for the performance comparison. Experiments confirm the fact that recursive indexing preserves the entropy of a memoryless geometric source: the entropy of recursively-indexed physical surce iwth roughly geometric distributin remains within 2% of the empirical source entropy. The designed recursively-indexed binary codes consist of a code applied to text-type documents and to graphics - type documents is compared iwth that of the modified huffman code. Numerical resutls show that the modified huffman code performs well for text-type documents and not equally well for graphics-tyep documents. On the other hand, recursively-indexed binary codes have shown a better performance for graphics-type documents whose distribution are similar to a geometric distribution. Specifically, the code rates of recursively-indexed binary codes with 60 codewords are from 8% to 20% of the empirical source entropy smaller than that of th emodified huffman code with 91 codewords.

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A Study on Selective Encryption of Huffman Codes (허프만 코드의 선택적 암호화에 관한 연구)

  • Park, Sang-Ho
    • Convergence Security Journal
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    • v.7 no.2
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    • pp.57-63
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    • 2007
  • The security of data in network is provided by encryption. Selective encryption is a recent approach to reduce the computational cost and complexity for large file size data such as image and video. This paper describes techniques to encrypt Huffman code and discusses the performance of proposed scheme. We propose a simple encryption technique applicable to the Huffman code and study effectiveness of encryption against insecure channel. Our scheme combine encryption process and compression process, and it can reduce processing time for encryption and compression by combining two processes.

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Design of Quantization Tables and Huffman Tables for JPEG Compression of Medical Images (의료영상의 JPEG 압축을 위한 양자화 테이블과 허프만 테이블 설계)

  • 양시령;정제창;박상규
    • The Transactions of the Korean Institute of Electrical Engineers D
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    • v.53 no.6
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    • pp.453-456
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    • 2004
  • Due to the bandwidth and storage limitations medical images are needed to be compressed before transmission and storage. DICOM (Digital Imaging and Communications in Medicine) specification, which is the medical images standard, provides a mechanism for supporting the use of JPEG still image compression standard. In this paper, we explain a method for compressing medical images by PEG standard and propose two methods for JPEG compression. First, because medical images differ from natural images in optical feature, we propose a method to design adaptively the quantization table using spectrum analysis. Second, because medical images have higher pixel depth than natural images do, we propose a method to design Huffman table which considers the probability distribution feature of symbols. Simulation results show the improved performance compared to the quantization table and the adjusted Huffman table of JPEG standard.

DNA Sequences Compression using Repeat technique and Selective Encryption using modified Huffman's Technique

  • Syed Mahamud Hossein; Debashis De; Pradeep Kumar Das Mohapatra
    • International Journal of Computer Science & Network Security
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    • v.24 no.8
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    • pp.85-104
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    • 2024
  • The DNA (Deoxyribonucleic Acid) database size increases tremendously transmuting from millions to billions in a year. Ergo for storing, probing the DNA database requires efficient lossless compression and encryption algorithm for secure communication. The DNA short pattern repetitions are of paramount characteristics in biological sequences. This algorithm is predicated on probing exact reiterate, substring substitute by corresponding ASCII code and engender a Library file, as a result get cumulating of the data stream. In this technique the data is secured utilizing ASCII value and engendering Library file which acts as a signature. The security of information is the most challenging question with veneration to the communication perspective. The selective encryption method is used for security purpose, this technique is applied on compressed data or in the library file or in both files. The fractional part of a message is encrypted in the selective encryption method keeping the remaining part unchanged, this is very paramount with reference to selective encryption system. The Huffman's algorithm is applied in the output of the first phase reiterate technique, including transmuting the Huffman's tree level position and node position for encryption. The mass demand is the minimum storage requirement and computation cost. Time and space complexity of Repeat algorithm are O(N2) and O(N). Time and space complexity of Huffman algorithm are O(n log n) and O(n log n). The artificial data of equipollent length is additionally tested by this algorithm. This modified Huffman technique reduces the compression rate & ratio. The experimental result shows that only 58% to 100% encryption on actual file is done when above 99% modification is in actual file can be observed and compression rate is 1.97bits/base.

A design on the high speed huffman codec (고속 huffman codec 설계)

  • 김병규;김윤홍;박종태;이강현
    • Proceedings of the IEEK Conference
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    • 1998.06a
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    • pp.827-830
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    • 1998
  • 멀티미디어 응용분야에 사용하는 데이터는 매우 크다. 이러한 대용량의 데이터를 관리하기 위해서 압축은 반듯이 필요하다. 본 논문에서는 허프만 부호화, 복호호 과정의 불규칙한 정렬구조와, 검색과정을 없애서 고속의 허프만 부호화 및 복호화가 가능한 허프만 코덱의 하드웨어 구조를 제안하였다.

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Selective Quantization Based on Band Property for Wideband Signal Codec (광대역 신호 압축기를 위한 주파수 대역 특성에 선택적인 양자화 방법)

  • 송재종;박호종;김무영;김도석;김정수
    • The Journal of the Acoustical Society of Korea
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    • v.20 no.7
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    • pp.76-82
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    • 2001
  • In this paper, a novel quantization method for wideband signal codec with 7 kHz bandwidth is proposed. In the transform-based wideband signal codecs, the signal is transformed to frequency domain and the spectral coefficients in each frequency band are quantized based on human perceptual model, followed by Huffman coding. However, the property of each band varies with frequency, and the codec has poor performance when all bands are quantized with the same method. Therefore, a selective quantization method is proposed, which analyzes the band property and selects the quantization domain between frequency domain and time domain based on the quantization efficiency. It is confirmed that the proposed method has better performance than the quantizer of G722.1 codec.

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Design of Adaptive Quantization Tables and Huffman Tables for JPEG Compression of Medical Images (의료영상의 JPEG 압축을 위한 적응적 양자화 테이블과 허프만 테이블의 설계)

  • 양시영;정제창;박상규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.6C
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    • pp.824-833
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    • 2004
  • Due to the bandwidth and storage limitations, medical images are needed to be compressed before transmission and storage. DICOM (Digital Imaging and Communications in Medicine) specification, which is the medical images standard, provides a mechanism for supporting the use of JPEG still image compression standard. In this paper, we explain a method for compressing medical images by JPEG standard and propose two methods for JPEG compression. First, because medical images differ from natural images in optical feature, we propose a method to design adaptively the quantization table using spectrum analysis. Second, because medical images have higher pixel depth than natural images do, we propose a method to design Huffman table which considers the probability distribution feature of symbols. Therefore, we propose methods to design a quantization table and Huffman table suitable for medical images. Simulation results show the improved performance compared to the quantization table and the adjusted Huffman table of JPEG standard. Proposed methods which are satisfied JPEG Standard, can be applied to PACS (Picture Archiving and Communications System).

Construction of Symmetrical Reversible Variable-Length Codes from the Huffman Code (Huffman 부호에 기초한 대칭적 양방향 가변길이 부호의 설계 방법)

  • Jeong Wook-Hyun;Ho Yo-Sung
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.41 no.1
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    • pp.57-68
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    • 2004
  • Although variable-length codes (VLCs) increase coding efficiency using the statistical characteristics of the source data, they have catastrophic effects from bit errors in noisy transmission environments. In order to overcome this problem with VLCs, reversible variable-length codes (RVLCS) have recently been proposed owing to their data recovering capability. RVLCS can be divided into two categories: symmetrical and asymmetrical RVLCs. Although the symmetrical RVLC has generally more overheads than the asymmetrical RVLC, it has some advantages of simpler design and more efficient memory usage. However, existing symmetrical RVLCs still have high complexity in their code design and some room for improvement in coding efficiency. In this paper, we propose a new algorithm for constructing a symmetrical RVLC from the optimal Huffman code table. The proposed algorithm has a simpler design process and also demonstrates improved performance in terms of the average codeword length relative to the existing symmetrical RVLC algorithms.