Band-limited interpolation for maximum intensity projection images

被引:0
|
作者
Kim, S [1 ]
Song, SMH [1 ]
Kim, NH [1 ]
Lee, G [1 ]
Kreang-arekul, S [1 ]
Iwase, A [1 ]
Taylor, R [1 ]
机构
[1] Korea Univ, Sch Elect Engn, Sungbuk Gu, Seoul 136701, South Korea
关键词
band-limited interpolation; maximum intensity projection (MIP); visualization;
D O I
10.1117/12.424994
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
X-ray computed tomography (CT) scanners, due to its inherent scanning geometry, provide images with nonisotropic voxels. The typical CT scanner generates axial slices with the thickness on the order of a few millimeters with sub-millimeter pixels. The multi-slice images obtained with such protocol must then be interpolated across the slices for an effective and realistic 3-D visualization of the patient anatomy. In this paper, we focus on the effects of slice interpolation for maximum intensity projection (MIP) images with the projection direction orthogonal to the saris, for instance, for the generation of coronal or sagittal views. Linear interpolations, although simple, due to the inherent noise in the data, generate MIP images with noise whose variance vary quadratically along the z-axis. As such, the MIP images will often suffer from horizontal streaking artifacts, exactly at the position of the original slices. To combat this situation we have developed a different interpolation technique based on a digital finite impulse response (FIR) filter. It is shown that this band-limited interpolation based on the FIR filter will flatten the change in the noise variance along the z-axis, the net effect being either the elimination or a reduction of the horizontal streaking artifact.
引用
收藏
页码:78 / 85
页数:8
相关论文
共 50 条
  • [1] INTERPOLATION MINIMIZING MAXIMUM NORMALIZED ERROR FOR BAND-LIMITED SIGNALS
    PARKS, TW
    KOLBA, DP
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1978, 26 (04): : 381 - 384
  • [2] EXACT INTERPOLATION OF BAND-LIMITED FUNCTIONS
    KOHLENBERG, A
    JOURNAL OF APPLIED PHYSICS, 1953, 24 (12) : 1432 - 1436
  • [3] SIGNIFICANCE OF INITIAL INTERPOLATION IN BAND-LIMITED SIGNAL INTERPOLATION
    YEGNANARAYANA, B
    FATHIMA, ST
    NEHRU, BTKR
    VENKATARAMANAN, B
    IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1989, 37 (01): : 151 - 152
  • [4] On the Existence of the Band-Limited Interpolation of Non-Band-Limited Signals
    Boche, Holger
    Tampubolon, Ezra
    2016 24TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2016, : 428 - 432
  • [5] On the efficient interpolation of stochastic band-limited signals
    Universita di Salerno, Fisciano, Italy
    Electromagnetics, 1 (35-50):
  • [6] Universal sampling and interpolation of band-limited signals
    Olevskii, Alexander
    Ulanovskii, Alexander
    GEOMETRIC AND FUNCTIONAL ANALYSIS, 2008, 18 (03) : 1029 - 1052
  • [7] On Fourier Interpolation Error for Band-Limited Signals
    Xu, Zhengguang
    Huang, Benxiong
    Li, Kewei
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2009, 57 (06) : 2412 - 2416
  • [8] On the efficient interpolation of stochastic band-limited signals
    Gennarelli, C
    Migliaccio, M
    Savarese, C
    ELECTROMAGNETICS, 1996, 16 (01) : 35 - 50
  • [9] Universal Sampling and Interpolation of Band-Limited Signals
    Alexander Olevskiĭ
    Alexander Ulanovskii
    Geometric and Functional Analysis, 2008, 18 : 1029 - 1052
  • [10] INTERPOLATION FORMULAS FOR OVERSAMPLED BAND-LIMITED FUNCTIONS
    HUESTIS, SP
    SIAM REVIEW, 1992, 34 (03) : 477 - 481