Medical image retrieval based on nonsubsampled Contourlet transform and Zernike moments

Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument

Volumn 30, Issue 6, 2009, Pages 1275-1280

  Zhang, Qidong ^a,b   Wu, Jianhua ^a   Gao, Liqun ^a  

^a NORTHEASTERN UNIVERSITY   (China)

^b SHENYANG LIGONG UNIVERSITY   (China)

Author keywords

Nonsubsampled Contourlet transform; Shape extraction; Texture extraction; Zernike moment

Indexed keywords

CT IMAGE; IMAGE REPRESENTATIONS; MEDICAL IMAGE DATABASE; MEDICAL IMAGE RETRIEVAL; MULTISCALE; NONSUBSAMPLED CONTOURLET; NONSUBSAMPLED CONTOURLET TRANSFORM; REGION-BASED; RETRIEVAL PERFORMANCE; ROTATION INVARIANCE; SHAPE DESCRIPTOR; SHAPE EXTRACTION; SHAPE FEATURES; SHAPE INFORMATION; SHIFT INVARIANT; TEXTURE EXTRACTION; TEXTURE FEATURE EXTRACTION; ZERNIKE MOMENT; ZERNIKE MOMENTS;

COMPUTERIZED TOMOGRAPHY; FACE RECOGNITION; IMAGE RETRIEVAL; OPTICAL COLLIMATORS; ROTATION; TEXTURES;

FEATURE EXTRACTION;

EID: 67651148254     PISSN: 02543087     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (9)

1. Muller H, Michoux N, Bandon D, et al. A review of content-based image retrieval systems in medical applications-clinical benefits and future directions[J]. International Journal of Medical Informatics, 2004, 73 (1): 1-23.
2. Shyu C, Brodley C, Kak A. A physician-in-the-loop content-based retrieval system for HRCT image databases[J]. Computer Vision and Image Understanding, 1999, 75(1-2): 111-132.
3. Mallat S. A theory for multiresolution signal decomposition: The wavelet representation[J]. IEEE Trans. on PAMI, 1988, 11(7): 674-693.
4. Do M N, Vetterli M. The Contourlet transform: An efficient directional multiresolution image representation[J]. IEEE Trans. on Image Processing, 2005, 14(12): 2091-2106.
5. Cunha A L D, Zhou J P, Do M N. The nonsubsampled contourlet transform: Theory, design, and applications[J]. IEEE Trans. on Image Processing, 2006, 15 (10): 3089-3101.
6. Hu M-K. Visual pattern recognition by moment invariants[J]. IEEE Trans. on Information Theory, 1962, 8(2): 179-187.
7. Burt P J, Adelson E H. The Laplacian pyramid as a compact image code[J]. IEEE Trans. on Communications, 1983, 31 (4): 532-540.
8. Do M N. Directional multiresolution image representations[D]. Lausanne: Swiss Federal Institute of Technology, 2001.
9. Teague M-R. Image analysis via the general theory of moments[J]. J. Opt. Soc. Am., 1980, 70(8): 920-930.