A Novel Approach for Compression of Encrypted Grayscale Images Using Huffman Coding

被引:0
作者
Kumar, S. Saravana [1 ]
Panimalar, S. [1 ]
机构
[1] Manonmaniam Sundaranar Univ, Tirunelveli, India
来源
TRENDS IN COMPUTER SCIENCE, ENGINEERING AND INFORMATION TECHNOLOGY | 2011年 / 204卷
关键词
Compression of encrypted images; resolution progressive compression; Huffman coding; SIDE INFORMATION; BINARY SOURCES;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Currently information security is becoming more important in data storage and transmission. Images are broadly used in several processes. Therefore, the protection of image data from unauthorized access is essential. Image encryption plays a major role in the field of information hiding. The objective of this paper is to provide an efficient coding technique for compress the encrypted gray scale images without any loss. This is made possible by using Huffman coding. This paper uses resolution-progressive compression (RPC) technique to achieve better result. RPC compresses an encrypted image progressively in resolution, such that the decoder can observe a low-resolution version of the image, study local statistics based on it, and use the statistics to decode the next resolution level. The experimental results show that the method used in this paper for compression gives good result.
引用
收藏
页码:75 / 83
页数:9
相关论文
共 22 条
  • [1] Transform-domain Wyner-Ziv codec for video
    Aaron, A
    Rane, S
    Setton, E
    Girod, B
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2004, PTS 1 AND 2, 2004, 5308 : 520 - 528
  • [2] Compression with side information using turbo codes
    Aaron, A
    Girod, B
    [J]. DCC 2002: DATA COMPRESSION CONFERENCE, PROCEEDINGS, 2002, : 252 - 261
  • [3] [Anonymous], 1984, Digital Coding of Waveforms: Principles and Applications to Speech and Video
  • [4] Bajcsy J, 2001, GLOB TELECOMM CONF, P1400, DOI 10.1109/GLOCOM.2001.965721
  • [5] Berger T, 1971, Rate Distortion Theory. A Mathematical Basis for Data Compression
  • [6] Compression of correlated binary sources using turbo codes
    Garcia-Frias, J
    Zhao, Y
    [J]. IEEE COMMUNICATIONS LETTERS, 2001, 5 (10) : 417 - 419
  • [7] Gersho A., 2012, Vector Quantization and Signal Compression, V159
  • [8] On compressing encrypted data
    Johnson, M
    Ishwar, P
    Prabhakaran, V
    Schonberg, D
    Ramchandran, K
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (10) : 2992 - 3006
  • [9] Efficient Compression of Encrypted Grayscale Images
    Liu, Wei
    Zeng, Wenjun
    Dong, Lina
    Yao, Qiuming
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (04) : 1097 - 1102
  • [10] Compression of binary sources with side information at the decoder using LDPC codes
    Liveris, AD
    Xiong, ZX
    Georghiades, CN
    [J]. IEEE COMMUNICATIONS LETTERS, 2002, 6 (10) : 440 - 442