Block Truncation Coding with Huffman Coding

被引:0
作者
Amarunnishad, T. M. [1 ]
Govindan, V. K. [2 ]
Mathew, Abraham T. [3 ]
机构
[1] TKM Coll Engn, Dept Comp Sci & Engn, Kollam 691005, Kerala, India
[2] Natl Inst Technol Calicut, Dept Comp Sci & Engn, Calicut 673601, Kerala, India
[3] Natl Inst Technol Calicut, Dept Elect Engn, Calicut 673601, Kerala, India
关键词
Image Compression; Block Truncation Coding; Bit Rate; Peak Signal to Noise Ratio;
D O I
10.1166/jmihi.2011.1021
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
A simple and easy to implement block truncation coding (BTC) method employing a set of predefined bit planes for encoding the bit planes by the conventional BTC is proposed for image compression. The set of predefined bit planes is defined independently of the images to be encoded. The bit plane is matched for maximum correlation in the set of predefined bit planes. The bit rate is considerably reduced by encoding the index of the predefined bit planes using Huffman coding. Experimental results show that the proposed method provides acceptable visual quality reconstructed images with reduced bit rate and high peak signal to noise ratio (PSNR) when compared to the adaptive BTC (ABTC) method. Because of the edge preserving capability of the proposed method, it can be incorporated in hybrid image coding methods in real time applications such as medical image compression to achieve improved performance.
引用
收藏
页码:170 / 176
页数:7
相关论文
共 16 条
[1]   Optimisation of multi-level block truncation coding [J].
Chan, KW ;
Chan, KL .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2001, 16 (05) :445-459
[2]   A HIGH-QUALITY MC-OBTC CODEC FOR VIDEO SIGNAL-PROCESSING [J].
CHEN, LG ;
LIU, YC .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1994, 4 (01) :92-98
[3]  
DAPANG C, 1990, IEEE T COMMUN, V38, P2137
[4]   IMAGE COMPRESSION USING BLOCK TRUNCATION CODING [J].
DELP, EJ ;
MITCHELL, OR .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1979, 27 (09) :1335-1342
[5]  
Ferng S. Y., 1992, P NAT S TEL, P190
[6]   COMPRESSION OF DIGITAL IMAGES BY BLOCK TRUNCATION CODING - A SURVEY [J].
FRANTI, P ;
NEVALAINEN, O ;
KAUKORANTA, T .
COMPUTER JOURNAL, 1994, 37 (04) :308-332
[7]   Improved moment preserving block truncation coding for image compression [J].
Hu, YC .
ELECTRONICS LETTERS, 2003, 39 (19) :1377-1379
[8]  
Huang CS, 1997, IEEE SIGNAL PROC LET, V4, P328, DOI 10.1109/97.650036
[9]   A comparison of wavelet and Joint Photographic Experts Group lossy compression methods applied to medical images [J].
Iyriboz, TA ;
Zukoski, MJ ;
Hopper, KD ;
Stagg, PL .
JOURNAL OF DIGITAL IMAGING, 1999, 12 (02) :14-17
[10]   SIGNAL COMPRESSION - TECHNOLOGY TARGETS AND RESEARCH DIRECTIONS [J].
JAYANT, N .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1992, 10 (05) :796-818