A WAVELET-BASED METHODOLOGY FOR SCALE-SPACE ANISOTROPIC ANALYSIS

被引:27
|
作者
KUMAR, P
机构
[1] Universities Space Research Association, Greenbelt, Maryland
关键词
D O I
10.1029/95GL02934
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
It is well known that several geophysical fields exhibit characteristic features at different scales. For some such fields scale-space anisotropy is also present, that is, features contributing significant fraction of energy are oriented in different directions at different scales. Examples of such fields include clouds, rainfall, hurricanes etc. A technique based on wavelet transforms (with two-dimensional directionally oriented Morlet wavelet) is developed to analyze such random fields. This methodology has significant advantage over Fourier transform based techniques and is demonstrated using the analysis of a spatial rainfall field.
引用
收藏
页码:2777 / 2780
页数:4
相关论文
共 50 条
  • [21] Scale-space in hyperspectral image analysis
    Duarte-Carvajalino, Julio M.
    Velez-Reyes, Miguel
    Castillo, Paul
    [J]. ALGORITHMS AND TECHNOLOGIES FOR MULTISPECTRAL, HYPERSPECTRAL, AND ULTRASPECTRAL IMAGERY XII PTS 1 AND 2, 2006, 6233
  • [22] Scale-Space Image Analysis Based on Hermite Polynomials Theory
    Sherif Makram-Ebeid
    Benoit Mory
    [J]. International Journal of Computer Vision, 2005, 64 : 125 - 141
  • [23] Scale-space image analysis based on Hermite polynomials theory
    Makram-Ebeid, S
    Mory, B
    [J]. SCALE SPACE METHODS IN COMPUTER VISION, PROCEEDINGS, 2003, 2695 : 57 - 71
  • [24] STATISTICAL-ANALYSIS OF SCALE-SPACE
    TOPKAR, VA
    SOOD, AK
    [J]. SIGNAL PROCESSING, 1992, 26 (03) : 307 - 334
  • [25] AN ANALYSIS OF SCALE-SPACE SAMPLING IN SIFT
    Rey-Otero, Ives
    Morel, Jean-Michel
    Delbracio, Mauricio
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 4847 - 4851
  • [26] Dilated Divergence Based Scale-Space Representation for Curve Analysis
    Law, Max W. K.
    Tay, KengYeow
    Leung, Andrew
    Garvin, Gregory J.
    Li, Shuo
    [J]. COMPUTER VISION - ECCV 2012, PT II, 2012, 7573 : 557 - 571
  • [27] Scale-Space Anisotropic Total Variation for Limited Angle Tomography
    Huang, Yixing
    Taubmann, Oliver
    Huang, Xiaolin
    Haase, Viktor
    Lauritsch, Guenter
    Maier, Andreas
    [J]. IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2018, 2 (04) : 307 - 314
  • [28] Scale-space image analysis based on hermite polynomials theory
    Makram-Ebeid, S
    Mory, B
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2005, 64 (2-3) : 125 - 141
  • [29] The Monogenic Scale-Space: A Unifying Approach to Phase-Based Image Processing in Scale-Space
    M. Felsberg
    G. Sommer
    [J]. Journal of Mathematical Imaging and Vision, 2004, 21 : 5 - 26
  • [30] Wavelet-based space partitioning for symbolic time series analysis
    Rajagopalan, Venkatesh
    Ray, Asok
    [J]. 2005 44th IEEE Conference on Decision and Control & European Control Conference, Vols 1-8, 2005, : 5245 - 5250