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Volumn 5, Issue 2, 1996, Pages 347-360

Bayes risk weighted vector quantization with posterior estimation for image compression and classification

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CALCULATIONS; CODES (SYMBOLS); ERRORS; IMAGE CODING; IMAGE COMPRESSION; IMAGE PROCESSING; LEARNING ALGORITHMS; PARAMETER ESTIMATION; PROBABILITY;

EID: 0030083869     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.480770     Document Type: Article
Times cited : (44)

References (49)
  • 1
    • 19944424210 scopus 로고
    • Vector quantizer designs for joint compression and terrain categorization of multispectral imagery
    • Salt Lake City, UT, Apr.
    • J. D. Gorman, "Vector quantizer designs for joint compression and terrain categorization of multispectral imagery," in Proc. NASA Conf. 3255, 1994 Space Earth Sci. Data Compression Workshop, Salt Lake City, UT, Apr. 1994.
    • (1994) Proc. NASA Conf. 3255, 1994 Space Earth Sci. Data Compression Workshop
    • Gorman, J.D.1
  • 3
    • 0009775381 scopus 로고
    • H. Abut, Ed., Piscataway, NJ: IEEE, May IEEE Reprint Collection
    • H. Abut, Ed., Vector Quantization. Piscataway, NJ: IEEE, May 1990, IEEE Reprint Collection.
    • (1990) Vector Quantization
  • 4
    • 0023855839 scopus 로고
    • An introduction to neural computing
    • T. Kohonen, "An introduction to neural computing," Neural Networks, vol. 1, pp. 3-16, 1988.
    • (1988) Neural Networks , vol.1 , pp. 3-16
    • Kohonen, T.1
  • 6
    • 0024124595 scopus 로고
    • Statistical pattern recognition with neural networks: Benchmarking studies
    • July
    • T. Kohonen, G. Barna, and R. Chrisley, "Statistical pattern recognition with neural networks: benchmarking studies," in Proc. IEEE Int. Conf. Neural Networks, July 1988, pp. 61-68.
    • (1988) Proc. IEEE Int. Conf. Neural Networks , pp. 61-68
    • Kohonen, T.1    Barna, G.2    Chrisley, R.3
  • 7
    • 33747794426 scopus 로고
    • Tech. Rep. 19900805, Stanford Univ. Center for Design Res.
    • J. Kramer, "Tree structured neural net classifier," Tech. Rep. 19900805, Stanford Univ. Center for Design Res., 1990.
    • (1990) Tree Structured Neural Net Classifier
    • Kramer, J.1
  • 9
    • 0027601882 scopus 로고
    • Vector quantization for texture classification
    • May/June
    • G. F. McLean, "Vector quantization for texture classification," IEEE Trans. Syst., Man, Cybern., vol. 23, no. 3, pp. 637-649, May/June 1993.
    • (1993) IEEE Trans. Syst., Man, Cybern. , vol.23 , Issue.3 , pp. 637-649
    • McLean, G.F.1
  • 11
    • 0000749323 scopus 로고
    • Least squares quantization in PCM
    • Unpublished Bell Lab. Tech. Note. Portions presented at the Inst. Math. Stat. Meeting, Atlantic City, NJ, Sept. 1957. Published in the Mar. 1982
    • S. P. Lloyd, "Least squares quantization in PCM," Unpublished Bell Lab. Tech. Note. Portions presented at the Inst. Math. Stat. Meeting, Atlantic City, NJ, Sept. 1957. Published in the Mar. 1982 Special Issue on Quantization of the IEEE Trans. Inform. Theory, 1957.
    • (1957) Quantization of the IEEE Trans. Inform. Theory , Issue.SPEC. ISSUE
    • Lloyd, S.P.1
  • 12
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • Jan.
    • Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. COM-28, pp. 84-95, Jan. 1980.
    • (1980) IEEE Trans. Commun. , vol.COM-28 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.M.3
  • 14
    • 0024626309 scopus 로고
    • Optimal pruning with applications to tree-structured source coding and modeling
    • Mar.
    • P. A. Chou, T. Lookabaugh, and R. M. Gray, "Optimal pruning with applications to tree-structured source coding and modeling," IEEE Trans. Inform. Theory, vol. IT-35, no. 2, pp. 299-315, Mar. 1989.
    • (1989) IEEE Trans. Inform. Theory , vol.IT-35 , Issue.2 , pp. 299-315
    • Chou, P.A.1    Lookabaugh, T.2    Gray, R.M.3
  • 15
    • 0024480421 scopus 로고
    • Entropy-constrained vector quantization
    • Jan.
    • _, "Entropy-constrained vector quantization," IEEE Trans. Acoust., Speech, Signal Processing, vol. 37, pp. 31-42, Jan. 1989.
    • (1989) IEEE Trans. Acoust., Speech, Signal Processing , vol.37 , pp. 31-42
  • 16
    • 0026260871 scopus 로고
    • A greedy tree growing algorithm for the design of variable rate vector quantizers
    • Nov.
    • E. A. Riskin and R. M. Gray, "A greedy tree growing algorithm for the design of variable rate vector quantizers," IEEE Trans. Signal Processing, vol. 39, pp. 2500-2507, Nov. 1991.
    • (1991) IEEE Trans. Signal Processing , vol.39 , pp. 2500-2507
    • Riskin, E.A.1    Gray, R.M.2
  • 17
    • 0001743179 scopus 로고
    • Almost surely consistent nonparametric regression from recursive partitioning schemes
    • L. Gordon and R. A. Olshen, "Almost surely consistent nonparametric regression from recursive partitioning schemes," J. Multivariate Anal., vol. 15, pp. 147-163, 1984.
    • (1984) J. Multivariate Anal. , vol.15 , pp. 147-163
    • Gordon, L.1    Olshen, R.A.2
  • 18
    • 0005846282 scopus 로고
    • Consistent nonparametric regression from recursive partitioning schemes
    • L. Gordon and R. A. Olshen, "Consistent nonparametric regression from recursive partitioning schemes," J. Multivariate Anal., vol. 10, pp. 610-627, 1980.
    • (1980) J. Multivariate Anal. , vol.10 , pp. 610-627
    • Gordon, L.1    Olshen, R.A.2
  • 19
    • 0000595803 scopus 로고
    • Asymptotically efficient solutions to the classification problem
    • _, "Asymptotically efficient solutions to the classification problem," Ann. Stat., vol. 6, pp. 515-533, 1978.
    • (1978) Ann. Stat. , vol.6 , pp. 515-533
  • 20
    • 0029307021 scopus 로고
    • Combining image compression and classification using vector quantization
    • May
    • K. L. Oehler and R. M. Gray, "Combining image compression and classification using vector quantization," IEEE Trans. Patt. Anal. Machine Intell., vol. 17, no. 5, pp. 461-473, May 1995.
    • (1995) IEEE Trans. Patt. Anal. Machine Intell. , vol.17 , Issue.5 , pp. 461-473
    • Oehler, K.L.1    Gray, R.M.2
  • 22
    • 0017538819 scopus 로고
    • Applications of Ali-Silvey distance measures in the design of generalized quantizers for binary decision systems
    • Sept.
    • H. V. Poor and J. B. Thomas, "Applications of Ali-Silvey distance measures in the design of generalized quantizers for binary decision systems," IEEE Trans. Commun., vol. COM-25, pp. 893-900, Sept. 1977.
    • (1977) IEEE Trans. Commun. , vol.COM-25 , pp. 893-900
    • Poor, H.V.1    Thomas, J.B.2
  • 23
    • 0039073042 scopus 로고
    • Consistency of data-driven histogram methods for density estimation and classification
    • Beckman Inst. Tech. Rep. UIUC-BI-93-01, Univ. of Illinois, Urbana-Champaign
    • G. Lugosi and A. B. Nobel, "Consistency of data-driven histogram methods for density estimation and classification," Beckman Inst. Tech. Rep. UIUC-BI-93-01, Univ. of Illinois, Urbana-Champaign, 1993; to appear in Ann. Statist.
    • (1993) Ann. Statist.
    • Lugosi, G.1    Nobel, A.B.2
  • 24
    • 33747761703 scopus 로고
    • Histogram regression estimation using data-dependent partitions
    • Univ. Illinois, Urbana-Champaign
    • A. B. Nobel, "Histogram regression estimation using data-dependent partitions," Beckman Inst. Tech. Rep. UIUC-BI-94-01, Univ. Illinois, Urbana-Champaign, 1994.
    • (1994) Beckman Inst. Tech. Rep. UIUC-BI-94-01
    • Nobel, A.B.1
  • 25
    • 0029732963 scopus 로고    scopus 로고
    • Termination and continuity of greedy growing for tree structured vector quantizers
    • to appear
    • A. B. Nobel and R. A. Olshen, "Termination and continuity of greedy growing for tree structured vector quantizers," IEEE Trans. Inform. Theory, to appear.
    • IEEE Trans. Inform. Theory
    • Nobel, A.B.1    Olshen, R.A.2
  • 26
    • 0039073041 scopus 로고
    • Recursive partitioning to reduce distortion
    • University of Illinois, Urbana-Champaign
    • A. B. Nobel, "Recursive partitioning to reduce distortion," Beckman Inst. Tech. Rep. UIUC-BI-95-01, University of Illinois, Urbana-Champaign, 1995.
    • (1995) Beckman Inst. Tech. Rep. UIUC-BI-95-01
    • Nobel, A.B.1
  • 27
    • 0022806284 scopus 로고
    • Classified vector quantization of images
    • Nov.
    • B. Ramamurthi and A. Gersho, "Classified vector quantization of images," IEEE Trans. Commun., vol. COM-34, no. 11, pp. 1105-1115, Nov. 1986.
    • (1986) IEEE Trans. Commun. , vol.COM-34 , Issue.11 , pp. 1105-1115
    • Ramamurthi, B.1    Gersho, A.2
  • 28
    • 0027940844 scopus 로고
    • Bayes risk weighted VQ and learning VQ
    • J. A. Storer and M. Cohn, Eds., Snowbird, UT, Mar.
    • R. D. Wesel and R. M. Gray, "Bayes risk weighted VQ and learning VQ," in Proc. 1994 IEEE Data Compression Conf., J. A. Storer and M. Cohn, Eds., Snowbird, UT, Mar. 1994, pp. 400-409.
    • (1994) Proc. 1994 IEEE Data Compression Conf. , pp. 400-409
    • Wesel, R.D.1    Gray, R.M.2
  • 29
    • 0000388992 scopus 로고
    • Consistent nonparametric regression
    • C. J. Stone, "Consistent nonparametric regression (with discussion)," Ann. Stat., vol. 5, pp. 595-645, 1977.
    • (1977) Ann. Stat. , vol.5 , pp. 595-645
    • Stone, C.J.1
  • 30
    • 0027876065 scopus 로고
    • Vector quantization technique for nonparametric classifier design
    • Dec.
    • Q. Xie, C. A. Laszlo, and R. K. Ward, "Vector quantization technique for nonparametric classifier design," IEEE Trans. Patt. Anal. Machine Intell., vol. 15, no. 12, pp. 1326-1330, Dec. 1993.
    • (1993) IEEE Trans. Patt. Anal. Machine Intell. , vol.15 , Issue.12 , pp. 1326-1330
    • Xie, Q.1    Laszlo, C.A.2    Ward, R.K.3
  • 31
    • 84892838207 scopus 로고
    • Novel cluster-based probability model for texture synthesis, classification, and compression
    • Boston, MA, Nov.
    • K. Popat and R. W. Picard, "Novel cluster-based probability model for texture synthesis, classification, and compression," in Proc. SPIE Visual Commun. Image Processing, Boston, MA, Nov. 1993.
    • (1993) Proc. SPIE Visual Commun. Image Processing
    • Popat, K.1    Picard, R.W.2
  • 32
    • 0005324821 scopus 로고
    • Cluster-based probability model applied to image restoration and compression
    • Adelaide, Australia, Apr.
    • _, "Cluster-based probability model applied to image restoration and compression," in Proc. ICASSP, Adelaide, Australia, vol. 5, Apr. 1994, pp. 381-384.
    • (1994) Proc. ICASSP , vol.5 , pp. 381-384
  • 33
    • 0000696616 scopus 로고
    • Neural networks and related methods for classification
    • B. D. Ripley, "Neural networks and related methods for classification," J. Royal Stat. Soc. B, vol. 56, no. 3, pp. 409-456, 1994.
    • (1994) J. Royal Stat. Soc. B , vol.56 , Issue.3 , pp. 409-456
    • Ripley, B.D.1
  • 35
    • 33749925530 scopus 로고
    • Combining image classification and image compression using vector quantization
    • J. A. Storer and M. Cohn, Eds., Snowbird, UT, Mar.
    • K. L. Oehler and R. M. Gray, "Combining image classification and image compression using vector quantization," in Proc. 1993 IEEE Data Compression Conf. (DCC), J. A. Storer and M. Cohn, Eds., Snowbird, UT, Mar. 1993, pp. 2-11.
    • (1993) Proc. 1993 IEEE Data Compression Conf. (DCC) , pp. 2-11
    • Oehler, K.L.1    Gray, R.M.2
  • 37
    • 84999766484 scopus 로고
    • A comparison of bayes risk weighted vector quantization with posterior estimation with other VQ-based classifiers
    • Austin, TX, Nov.
    • K. O. Perlmutter, C. L. Nash, and R. M. Gray, "A comparison of bayes risk weighted vector quantization with posterior estimation with other VQ-based classifiers," in IEEE Int. Conf. Image Processing, Austin, TX, vol. 2, Nov. 1994, pp. 217-221.
    • (1994) IEEE Int. Conf. Image Processing , vol.2 , pp. 217-221
    • Perlmutter, K.O.1    Nash, C.L.2    Gray, R.M.3
  • 38
    • 0022683355 scopus 로고
    • Global convergence and empirical consistency of the generalized Lloyd algorithm
    • Mar.
    • M. J. Sabin and R. M. Gray, "Global convergence and empirical consistency of the generalized Lloyd algorithm," IEEE Trans. Inform. Theory, vol. IT-32, pp. 148-155, Mar. 1986.
    • (1986) IEEE Trans. Inform. Theory , vol.IT-32 , pp. 148-155
    • Sabin, M.J.1    Gray, R.M.2
  • 41
    • 0025743161 scopus 로고
    • Predicting induced duodenal ulcer and adrenal necrosis with classification trees
    • C. Giampaolo, A.T. Gray, R.A. Olshen, and S. Szabo, "Predicting induced duodenal ulcer and adrenal necrosis with classification trees," in Proc. National Acad. Sci., vol. 88, 1991, pp. 6928-6302.
    • (1991) Proc. National Acad. Sci. , vol.88 , pp. 6928-16302
    • Giampaolo, C.1    Gray, A.T.2    Olshen, R.A.3    Szabo, S.4
  • 42
    • 65249157560 scopus 로고
    • The divergence and Bhattacharyya distance measures in signal selection
    • Feb.
    • T. Kailath, "The divergence and Bhattacharyya distance measures in signal selection," IEEE Trans. Commun. Technol., vol. COM-15, pp. 52-60, Feb. 1967.
    • (1967) IEEE Trans. Commun. Technol. , vol.COM-15 , pp. 52-60
    • Kailath, T.1
  • 43
    • 0019914404 scopus 로고
    • Minimum-cross-entropy pattern classification and cluster analysis
    • Jan.
    • J. E. Shore and R. M. Gray, "Minimum-cross-entropy pattern classification and cluster analysis," IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-4, pp. 11-17, Jan. 1982.
    • (1982) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-4 , pp. 11-17
    • Shore, J.E.1    Gray, R.M.2
  • 47
    • 0027883396 scopus 로고
    • Tree-structured vector quantization of CT chest scans: Image quality and diagnostic accuracy
    • Dec.
    • P.C. Cosman et al., "Tree-structured vector quantization of CT chest scans: image quality and diagnostic accuracy," IEEE Trans. Medical Imaging, vol. 12, no. 4, pp. 727-739, Dec. 1993.
    • (1993) IEEE Trans. Medical Imaging , vol.12 , Issue.4 , pp. 727-739
    • Cosman, P.C.1
  • 49
    • 0028996753 scopus 로고
    • Bayes risk weighted vector quantization with CART estimated class posteriors
    • Detroit, MI, May
    • K. O. Perlmutter, R. M. Gray, R. A. Olshen, and S. M. Perlmutter, "Bayes risk weighted vector quantization with CART estimated class posteriors," in Proc. ICASSP, Detroit, MI, May 1995.
    • (1995) Proc. ICASSP
    • Perlmutter, K.O.1    Gray, R.M.2    Olshen, R.A.3    Perlmutter, S.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.