메뉴 건너뛰기




Volumn 15, Issue 3, 2006, Pages 713-725

A modified SPIHT algorithm for image coding with a joint MSE and classification distortion measure

Author keywords

Classification; Hidden Markov tree (HMT); Image segmentation; Set partitioning in hierarchical trees (SPIHT); Vector quantization (VQ)

Indexed keywords

ERROR ANALYSIS; IMAGE COMPRESSION; IMAGE QUALITY; IMAGE SEGMENTATION; MARKOV PROCESSES; SIGNAL DISTORTION; TREES (MATHEMATICS); VECTOR QUANTIZATION; WAVELET TRANSFORMS;

EID: 32944467567     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2005.860595     Document Type: Article
Times cited : (27)

References (26)
  • 1
    • 0003857778 scopus 로고    scopus 로고
    • "A Gentle Tutorial on the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models"
    • Univ. California, Berkeley, Tech. Rep. ICSI-TR-97-021
    • J. Bilmes, "A Gentle Tutorial on the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models," Univ. California, Berkeley, Tech. Rep. ICSI-TR-97-021, 1997.
    • (1997)
    • Bilmes, J.1
  • 2
    • 0000894382 scopus 로고    scopus 로고
    • "Classification of nonexpansive symmetric extension transforms for multirate filter banks"
    • C. M. Brislawn, "Classification of nonexpansive symmetric extension transforms for multirate filter banks," Appl. Commun. Harmon. Anal., vol. 3, 1996.
    • (1996) Appl. Commun. Harmon. Anal. , vol.3
    • Brislawn, C.M.1
  • 4
    • 33747727601 scopus 로고    scopus 로고
    • "Wavelet-based statistical signal processing using hidden Markov models"
    • Apr
    • M. Crouse, R. Nowak, and R. Baraniuk, "Wavelet-based statistical signal processing using hidden Markov models," IEEE Trans. Signal Process., vol. 46, no. 4, pp. 886-902, Apr. 1998.
    • (1998) IEEE Trans. Signal Process. , vol.46 , Issue.4 , pp. 886-902
    • Crouse, M.1    Nowak, R.2    Baraniuk, R.3
  • 5
    • 32944466846 scopus 로고    scopus 로고
    • "Rate Distortion Analysis of Joint Compression and Classification: Application to HMM State (Pose) Estimation via Multi-Aspect Scattering Data"
    • Ph.D. dissertation, Duke Univ., Durham, NC
    • Y. Dong, "Rate Distortion Analysis of Joint Compression and Classification: Application to HMM State (Pose) Estimation via Multi-Aspect Scattering Data," Ph.D. dissertation, Duke Univ., Durham, NC, 2002.
    • (2002)
    • Dong, Y.1
  • 6
    • 4744351085 scopus 로고    scopus 로고
    • "Optimal error protection for real-time image and video transmission"
    • Oct
    • M. Farshchian, S. Cho, and W. A. Pearlman, "Optimal error protection for real-time image and video transmission," IEEE Signal Process. Lett., vol. 11, no. 10, pp. 780-783, Oct. 2004.
    • (2004) IEEE Signal Process. Lett. , vol.11 , Issue.10 , pp. 780-783
    • Farshchian, M.1    Cho, S.2    Pearlman, W.A.3
  • 8
  • 10
    • 0347380864 scopus 로고    scopus 로고
    • "Exploitation of unlabeled sequences in hidden Markov models"
    • Dec
    • M. Inoue and N. Ueda, "Exploitation of unlabeled sequences in hidden Markov models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 12, pp. 1570-1581, Dec. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.12 , pp. 1570-1581
    • Inoue, M.1    Ueda, N.2
  • 11
    • 0027684995 scopus 로고
    • "Signal compression based on models of human perception"
    • Oct
    • N. S. Jayant, J. D. Johnston, and R. J. Safranek, "Signal compression based on models of human perception," Proc. IEEE, vol. 81, no. 10, pp. 1385-1424, Oct. 1993.
    • (1993) Proc. IEEE , vol.81 , Issue.10 , pp. 1385-1424
    • Jayant, N.S.1    Johnston, J.D.2    Safranek, R.J.3
  • 12
    • 0037305040 scopus 로고    scopus 로고
    • "Embedded color image coding using spiht with partially linked spatial orientation trees"
    • Feb
    • A. A. Kassim and W. S. Lee, "Embedded color image coding using spiht with partially linked spatial orientation trees," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 2, pp. 203-206, Feb. 2003.
    • (2003) IEEE Trans. Circuits Syst. Video Technol. , vol.13 , Issue.2 , pp. 203-206
    • Kassim, A.A.1    Lee, W.S.2
  • 14
    • 0027842081 scopus 로고
    • "Matching pursuits with time-frequency dictionaries"
    • Dec
    • S. G. Mallat and Z. Zhang, "Matching pursuits with time-frequency dictionaries," IEEE Trans. Signal Process., vol. 41, no. 12, pp. 3397-3415, Dec. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.12 , pp. 3397-3415
    • Mallat, S.G.1    Zhang, Z.2
  • 15
    • 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. Pattern Anal. Mach. Intell., vol. 17, no. 5, pp. 461-473, May 1995.
    • (1995) IEEE Trans. Pattern Anal. Mach. Intell. , vol.17 , Issue.5 , pp. 461-473
    • Oehler, K.L.1    Gray, R.M.2
  • 16
    • 9144239988 scopus 로고    scopus 로고
    • "Efficient, low-complexity image coding with a set-partitioning embedded block coder"
    • Nov
    • W. A. Pearlman, A. Islam, N. Nagaraj, and A. Said, "Efficient, low-complexity image coding with a set-partitioning embedded block coder," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 11, pp. 1219-1235, Nov. 2004.
    • (2004) IEEE Trans. Circuits Syst. Video Technol. , vol.14 , Issue.11 , pp. 1219-1235
    • Pearlman, W.A.1    Islam, A.2    Nagaraj, N.3    Said, A.4
  • 17
    • 0030083869 scopus 로고    scopus 로고
    • "Bayes risk weighted vector quantization with posterior estimation for image compression and classification"
    • Feb
    • K. O. Perlmutter, S. M. Perlmutter, and R. M. Gray, "Bayes risk weighted vector quantization with posterior estimation for image compression and classification," IEEE Trans. Image Process., vol. 5, no. 2, pp. 347-360, Feb. 1996.
    • (1996) IEEE Trans. Image Process. , vol.5 , Issue.2 , pp. 347-360
    • Perlmutter, K.O.1    Perlmutter, S.M.2    Gray, R.M.3
  • 18
    • 0018015137 scopus 로고
    • "Modeling by shortest data description"
    • J. Rissanen, "Modeling by shortest data description," Automatica, vol. 14, 1978.
    • (1978) Automatica , vol.14
    • Rissanen, J.1
  • 19
    • 0030173121 scopus 로고    scopus 로고
    • "A new fast and efficient image codec based on set partitioning in hierarchical trees"
    • Feb
    • A. Said and W. A. Pearlman, "A new fast and efficient image codec based on set partitioning in hierarchical trees," IEEE Trans. Circuits Syst. Video Technol., vol. 6, no. 2, pp. 243-250, Feb. 1996.
    • (1996) IEEE Trans. Circuits Syst. Video Technol. , vol.6 , Issue.2 , pp. 243-250
    • Said, A.1    Pearlman, W.A.2
  • 22
    • 0001224048 scopus 로고    scopus 로고
    • "Sparse bayesian learning and the relevance vector machine"
    • M. E. Tipping, "Sparse bayesian learning and the relevance vector machine," J. Mach. Learn. Res., vol. 1, pp. 211-244, 2001.
    • (2001) J. Mach. Learn. Res. , vol.1 , pp. 211-244
    • Tipping, M.E.1
  • 23
    • 0029359340 scopus 로고
    • "Wavelet filter evaluation for image compression"
    • Aug
    • J. D. Villasenor, B. Belzer, and J. Liao, "Wavelet filter evaluation for image compression," IEEE Trans. Image Process., vol. 4, no. 8, pp. 1053-1060, Aug. 1995.
    • (1995) IEEE Trans. Image Process. , vol.4 , Issue.8 , pp. 1053-1060
    • Villasenor, J.D.1    Belzer, B.2    Liao, J.3
  • 24
    • 0036643065 scopus 로고    scopus 로고
    • "Kernel matching pursuit"
    • P. Vincent and Y. Bengio, "Kernel matching pursuit," Mach. Learn., vol. 48, no. 1-3, pp. 165-187, 2002.
    • (2002) Mach. Learn. , vol.48 , Issue.1-3 , pp. 165-187
    • Vincent, P.1    Bengio, Y.2
  • 25
    • 0035475683 scopus 로고    scopus 로고
    • "Embedded foveation image coding"
    • Oct
    • Z. Wang and A. C. Bovik, "Embedded foveation image coding," IEEE Trans. Image Process., vol. 10, pp. 1397-1410, Oct. 2001.
    • (2001) IEEE Trans. Image Process. , vol.10 , pp. 1397-1410
    • Wang, Z.1    Bovik, A.C.2
  • 26
    • 0003762315 scopus 로고
    • "A Minimum Description Length Framework for Unsupervised Learning"
    • Ph.D. dissertation, Univ. Toronto, Toronto, ON, Canada
    • R. S. Zemel, "A Minimum Description Length Framework for Unsupervised Learning," Ph.D. dissertation, Univ. Toronto, Toronto, ON, Canada, 1993.
    • (1993)
    • Zemel, R.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.