A new integer image coding technique based on orthogonal polynomials

被引:16
作者
Krishnamoorthi, R. [1 ]
Kannan, N. [1 ]
机构
[1] Anna Univ, Comp Vis Lab, Dept Informat Technol, Bharathidasan Inst Technol, Tiruchirappalli 620024, Tamil Nadu, India
关键词
Image compression; Transform coding; Orthogonal polynomials; Signal-to-noise ratio; LOCAL SINE TRANSFORM; VECTOR QUANTIZATION; COMPRESSION; EFFICIENT; DESIGN; GENERATION;
D O I
10.1016/j.imavis.2008.08.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a new image coding scheme based on orthogonal polynomials has been presented. From a set of orthogonal polynomial functions, we first obtain the polynomial operators and polynomial basis operators of different width to propose the polynomial transform coding. After applying the proposed transformation, the transform coefficients are threshold coded using quantization and bit allocation as in JPEG baseline system. The performance of the proposed transform coding is reported by computing peak signal-to-noise ratio (PSNR). The proposed coding scheme is also compared with other transform coding schemes such as Discrete Cosine Transform and Discrete Wavelet Transforms. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:999 / 1006
页数:8
相关论文
共 51 条
[1]   DISCRETE COSINE TRANSFORM [J].
AHMED, N ;
NATARAJAN, T ;
RAO, KR .
IEEE TRANSACTIONS ON COMPUTERS, 1974, C 23 (01) :90-93
[2]  
ANDREWS HC, 1968, INT C SYSTEM SCI, P677
[3]   Image coding using wavelet transform [J].
Antonini, Marc ;
Barlaud, Michel ;
Mathieu, Pierre ;
Daubechies, Ingrid .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 1992, 1 (02) :205-220
[4]  
BETHEL DM, 1995, INT CONF ACOUST SPEE, P2499, DOI 10.1109/ICASSP.1995.480056
[5]   An orthogonal polynomials based framework for edge detection in 2-D monochrome images [J].
Bhattacharyya, P ;
Ganesan, L .
PATTERN RECOGNITION LETTERS, 1997, 18 (04) :319-333
[6]  
Candes E.J., 2002, New Tight Frames of Curvelets and Optimal Representations of Objects with Smooth Singularities
[7]   APPLICATION OF THE PRINCIPLE OF DYADIC SYMMETRY TO THE GENERATION OF ORTHOGONAL-TRANSFORMS [J].
CHAM, WK ;
CLARKE, RJ .
IEE PROCEEDINGS-F RADAR AND SIGNAL PROCESSING, 1986, 133 (03) :264-270
[8]   Efficient methods for encoding regions of interest in the upcoming JPEG2000 still image coding standard [J].
Christopoulos, C ;
Askelöf, J ;
Larsson, M .
IEEE SIGNAL PROCESSING LETTERS, 2000, 7 (09) :247-249
[9]   The JPEG2000 still image coding system: An overview [J].
Christopoulos, C ;
Skodras, A ;
Ebrahimi, T .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2000, 46 (04) :1103-1127
[10]   Line-based, reduced memory, wavelet image compression [J].
Chrysafis, C ;
Ortega, A .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2000, 9 (03) :378-389