메뉴 건너뛰기




Volumn 24, Issue 6, 2005, Pages 743-754

Despeckling of medical ultrasound images using data and rate adaptive lossy compression

Author keywords

Image compression; Simultaneous image denoising and compression; Ultrasound image despeckling; Wavelets

Indexed keywords

COSINE TRANSFORMS; GAUSSIAN NOISE (ELECTRONIC); IMAGE CODING; IMAGE COMPRESSION; IMAGE QUALITY; MEDICAL IMAGING; SYNTHETIC APERTURE RADAR;

EID: 20744432186     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2005.847401     Document Type: Article
Times cited : (88)

References (34)
  • 2
    • 0001539879 scopus 로고
    • Some fundamental properties of speckle
    • Nov.
    • J. W. Goodman, "Some fundamental properties of speckle," J. Opt. Soc. Amer., vol. 66, pp. 1145-1150, Nov. 1976.
    • (1976) J. Opt. Soc. Amer. , vol.66 , pp. 1145-1150
    • Goodman, J.W.1
  • 3
    • 0030173121 scopus 로고    scopus 로고
    • A new, fast, and efficient image codec based on set partitioning of hierarchical trees
    • Jun.
    • A. Said and W. A. Pearlman, "A new, fast, and efficient image codec based on set partitioning of hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, pp. 243-250, Jun. 1996.
    • (1996) IEEE Trans. Circuits Syst. Video Technol. , vol.6 , pp. 243-250
    • Said, A.1    Pearlman, W.A.2
  • 4
    • 0027798110 scopus 로고
    • Embedded image coding using zero-trees of wavelet coefficients
    • Dec.
    • J. M. Shapiro, "Embedded image coding using zero-trees of wavelet coefficients," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3445-3462, Dec. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3445-3462
    • Shapiro, J.M.1
  • 5
    • 0033344191 scopus 로고    scopus 로고
    • Image subband coding using context based classification and adaptive quantization
    • Dec.
    • Y. Yoo, A. Ortega, and B. Yu, "Image subband coding using context based classification and adaptive quantization," IEEE Trans. Image Process., vol. 8, no. 12, pp. 1702-1715, Dec. 1999.
    • (1999) IEEE Trans. Image Process. , vol.8 , Issue.12 , pp. 1702-1715
    • Yoo, Y.1    Ortega, A.2    Yu, B.3
  • 6
    • 0029543014 scopus 로고
    • Simultaneous noise reduction and SAR image data compression using best wavelet packet basis
    • Washington, DC, Oct. 23-26
    • D. Wei, J. E. Odegard, H. Guo, M. Lang, and C. S. Burrus, "Simultaneous noise reduction and SAR image data compression using best wavelet packet basis," in Proc. IEEE Int. Conf. Image Processing, Washington, DC, Oct. 23-26, 1995.
    • (1995) Proc. IEEE Int. Conf. Image Processing
    • Wei, D.1    Odegard, J.E.2    Guo, H.3    Lang, M.4    Burrus, C.S.5
  • 8
    • 1542355284 scopus 로고    scopus 로고
    • Bridging compression to wavelet thresholding as a denoising method
    • Baltimore, MD, Mar.
    • S. G. Chang, B. Yu, and M. Vetterli, "Bridging compression to wavelet thresholding as a denoising method," in Proc. Conf. Information Sciences Systems, Baltimore, MD, Mar. 1997, pp. 568-573.
    • (1997) Proc. Conf. Information Sciences Systems , pp. 568-573
    • Chang, S.G.1    Yu, B.2    Vetterli, M.3
  • 9
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • Sep.
    • _, "Adaptive wavelet thresholding for image denoising and compression," IEEE Trans. Signal Process., vol. 9, no. 9, pp. 1532-1546, Sep. 2000.
    • (2000) IEEE Trans. Signal Process. , vol.9 , Issue.9 , pp. 1532-1546
  • 11
    • 0031359281 scopus 로고    scopus 로고
    • Complexity-regularized image denoising
    • Oct.
    • J. Liu and P. Moulin, "Complexity-regularized image denoising," in Proc. IEEE Int. Conf. Image Processing, vol. 2, Oct. 1997, pp. 370-373.
    • (1997) Proc. IEEE Int. Conf. Image Processing , vol.2 , pp. 370-373
    • Liu, J.1    Moulin, P.2
  • 12
    • 0029405853 scopus 로고
    • Filtering random noise from deterministic signals via data compression
    • Nov.
    • B. K. Natarajan, "Filtering random noise from deterministic signals via data compression," IEEE Trans. Signal Process., vol. 43, no. 11, pp. 2595-2605, Nov. 1995.
    • (1995) IEEE Trans. Signal Process. , vol.43 , Issue.11 , pp. 2595-2605
    • Natarajan, B.K.1
  • 14
    • 0032129154 scopus 로고    scopus 로고
    • Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing
    • Aug.
    • X. Zong, A. F. Laine, and E. A. Geiser, "Speckle reduction and contrast enhancement of echocardiograms via multiscale nonlinear processing," IEEE Trans. Med. Imag., vol. 17, no. 4, pp. 532-540, Aug. 1998.
    • (1998) IEEE Trans. Med. Imag. , vol.17 , Issue.4 , pp. 532-540
    • Zong, X.1    Laine, A.F.2    Geiser, E.A.3
  • 15
    • 0035413315 scopus 로고    scopus 로고
    • Novel Bayesian multiscale method for speckle removal in medical ultrasound images
    • Aug.
    • A. Achim, A. Bezerianos, and P. Tsakalides, "Novel Bayesian multiscale method for speckle removal in medical ultrasound images," IEEE Trans. Med. Imag., vol. 20, no. 8, pp. 772-783, Aug. 2001.
    • (2001) IEEE Trans. Med. Imag. , vol.20 , Issue.8 , pp. 772-783
    • Achim, A.1    Bezerianos, A.2    Tsakalides, P.3
  • 16
    • 0036721081 scopus 로고    scopus 로고
    • Real-time speckle reduction and coherence enhancement in ultrasound imaging via nonlinear anisotropic diffusion
    • Sep.
    • K. Z. Abd-Elmoniem, A.-B. M. Youssef, and Y. M. Kadah, "Real-time speckle reduction and coherence enhancement in ultrasound imaging via nonlinear anisotropic diffusion," IEEE Trans. Biomed. Eng., vol. 49, no. 9, pp. 997-1014, Sep. 2002.
    • (2002) IEEE Trans. Biomed. Eng. , vol.49 , Issue.9 , pp. 997-1014
    • Abd-Elmoniem, K.Z.1    Youssef, A.-B.M.2    Kadah, Y.M.3
  • 17
    • 0037983986 scopus 로고    scopus 로고
    • A versatile wavelet domain noise filtration technique for medical imaging
    • Mar.
    • A. Pizurica, W. Philips, I. Lemahieu, and M. Acheroy, "A versatile wavelet domain noise filtration technique for medical imaging," IEEE Trans. Med. Imag., vol. 22, no. 3, pp. 323-331, Mar. 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.3 , pp. 323-331
    • Pizurica, A.1    Philips, W.2    Lemahieu, I.3    Acheroy, M.4
  • 18
    • 0022580399 scopus 로고
    • Adaptive filtering for reduction of speckle in ultrasound pulse-echo images
    • Jan.
    • J. C. Bamber and C. Daft, "Adaptive filtering for reduction of speckle in ultrasound pulse-echo images," Ultrasonics, pp. 41-44, Jan. 1986.
    • (1986) Ultrasonics , pp. 41-44
    • Bamber, J.C.1    Daft, C.2
  • 20
    • 0033718866 scopus 로고    scopus 로고
    • A general statistical model for ultrasonic backscattering from tissues
    • May
    • P. M. Shankar, "A general statistical model for ultrasonic backscattering from tissues," IEEE Trans. Ultrason. Ferroelect. Freq. Contr., vol. 47, no. 3, pp. 727-736, May 2000.
    • (2000) IEEE Trans. Ultrason. Ferroelect. Freq. Contr. , vol.47 , Issue.3 , pp. 727-736
    • Shankar, P.M.1
  • 21
    • 0031163010 scopus 로고    scopus 로고
    • Image enhancement based on a nonlinear multiscale method
    • Jun.
    • F. Sattar, L. Floreby, G. Salomonsson, and B. Lovstrom, "Image enhancement based on a nonlinear multiscale method," IEEE Trans. Image Process., vol. 6, no. 6, pp. 888-895, Jun. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.6 , pp. 888-895
    • Sattar, F.1    Floreby, L.2    Salomonsson, G.3    Lovstrom, B.4
  • 22
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • Jul.
    • S. Mallat, "A theory for multiresolution signal decomposition: the wavelet representation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 11, pp. 674-693, Jul. 1989.
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , pp. 674-693
    • Mallat, S.1
  • 24
    • 0026116755 scopus 로고
    • Optimal bit allocation via the generalized BFOS algorithm
    • Mar.
    • E. A. Riskin, "Optimal bit allocation via the generalized BFOS algorithm," IEEE Trans. Inf. Theory, vol. 37, no. 2, pp. 400-402, Mar. 1991.
    • (1991) IEEE Trans. Inf. Theory , vol.37 , Issue.2 , pp. 400-402
    • Riskin, E.A.1
  • 25
    • 0024077116 scopus 로고
    • Efficient bit allocation for an arbitrary set of quantizers
    • Sep.
    • Y. Shoham and A. Gersho, "Efficient bit allocation for an arbitrary set of quantizers," IEEE Trans. Acoust., Speech, Signal Process., vol. 36, no. 9, pp. 1445-1453, Sep. 1988.
    • (1988) IEEE Trans. Acoust., Speech, Signal Process. , vol.36 , Issue.9 , pp. 1445-1453
    • Shoham, Y.1    Gersho, A.2
  • 26
    • 0041958932 scopus 로고
    • Ideal spatial adaptation via wavelet shrinkage
    • D. L. Donoho and I. M. Johnstone, "Ideal spatial adaptation via wavelet shrinkage," Biometrika, vol. 81, pp. 425-455, 1994.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 27
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Dec.
    • _, "Adapting to unknown smoothness via wavelet shrinkage," J. Amer. Statist. Assoc., vol. 90, no. 432, pp. 1200-1224, Dec. 1995.
    • (1995) J. Amer. Statist. Assoc. , vol.90 , Issue.432 , pp. 1200-1224
  • 28
    • 0021422549 scopus 로고
    • Optimum quantizer performance for a class of non-Gaussian memoryless sources
    • May
    • N. Farvardin and J. W. Modestino, "Optimum quantizer performance for a class of non-Gaussian memoryless sources," IEEE Trans. Inf. Theory, vol. IT-30, pp. 485-497, May 1984.
    • (1984) IEEE Trans. Inf. Theory , vol.IT-30 , pp. 485-497
    • Farvardin, N.1    Modestino, J.W.2
  • 29
    • 0342647438 scopus 로고    scopus 로고
    • Low-complexity image denoising based on statistical modeling of wavelet coefficients
    • Dec.
    • M. K. Mihcak, I. Kozintsev, K. Ramchandran, and P. Moulin, "Low-complexity image denoising based on statistical modeling of wavelet coefficients," IEEE Signal Process. Lett., vol. 6, no. 12, pp. 300-303, Dec. 1999.
    • (1999) IEEE Signal Process. Lett. , vol.6 , Issue.12 , pp. 300-303
    • Mihcak, M.K.1    Kozintsev, I.2    Ramchandran, K.3    Moulin, P.4
  • 32
    • 0031275763 scopus 로고    scopus 로고
    • Comparison of different methods of classification in subband coding of images
    • Nov.
    • R. L. Joshi et al., "Comparison of different methods of classification in subband coding of images," IEEE Trans. Image Process., vol. 6, no. 11, pp. 1473-1486, Nov. 1997.
    • (1997) IEEE Trans. Image Process. , vol.6 , Issue.11 , pp. 1473-1486
    • Joshi, R.L.1
  • 33
    • 0030401424 scopus 로고    scopus 로고
    • Adaptive quantization of image subbands with efficient overhead rate selection, presented at the
    • Lausanne, Switzerland, Oct.
    • Y. Yoo, A. Ortega, and B. Yu, "Adaptive quantization of image subbands with efficient overhead rate selection," presented at the IEEE Int. Conf. Image Process., Lausanne, Switzerland, Oct. 1996.
    • (1996) IEEE Int. Conf. Image Process.
    • Yoo, Y.1    Ortega, A.2    Yu, B.3
  • 34
    • 0029307534 scopus 로고
    • Denoising by soft-thresholding
    • May
    • D. L. Donoho, "Denoising by soft-thresholding," IEEE Trans. Info. Theory, vol. 41, no. 5, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Info. Theory , vol.41 , Issue.5 , pp. 613-627
    • Donoho, D.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.