메뉴 건너뛰기




Volumn 19, Issue 3, 2010, Pages 561-572

A fast nonparametric noncausal MRF-based texture synthesis scheme using a novel FKDE algorithm

Author keywords

Kernel density estimation (KDE); Markov random field (MRF); Nonparametric density estimation; Principal component analysis; Texture synthesis; Vector quantization

Indexed keywords

DATA SPACE; FAST ESTIMATION; HIGH DIMENSIONAL DATA; HYPERPLANE BOUNDARIES; KERNEL DENSITY ESTIMATION; MARKOV RANDOM FIELD; MARKOV RANDOM FIELDS; NATURAL TEXTURES; NON-PARAMETRIC; NONPARAMETRIC DENSITY ESTIMATION; PRINCIPAL COMPONENTS; PRINCIPAL DIRECTION DIVISIVE PARTITIONING; TEXTURE SYNTHESIS; TIME COMPLEXITY; VISUAL SIMILARITY;

EID: 77249090798     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2009.2036685     Document Type: Article
Times cited : (12)

References (31)
  • 1
    • 0022010830 scopus 로고
    • Texture synthesis using 2-d noncausal autoregressive models
    • Jan.
    • R. Chellappa and R. L. Kashyap, "Texture synthesis using 2-d noncausal autoregressive models," IEEE Trans. Acoust., Speech, Signal Process., vol.ASSP-33, no.1, pp. 194-203, Jan. 1985.
    • (1985) IEEE Trans. Acoust., Speech, Signal Process. , vol.ASSP-33 , Issue.1 , pp. 194-203
    • Chellappa, R.1    Kashyap, R.L.2
  • 2
    • 0027643998 scopus 로고
    • A unified texture model based on a 2-d wold-like decomposition
    • Aug.
    • J. M. Francos, A. Z. Meiri, and B. Porat, "A unified texture model based on a 2-d wold-like decomposition," IEEE Trans. Signal Process., vol.41, no.8, pp. 2665-2678, Aug. 1993.
    • (1993) IEEE Trans. Signal Process. , vol.41 , Issue.8 , pp. 2665-2678
    • Francos, J.M.1    Meiri, A.Z.2    Porat, B.3
  • 3
    • 0032287730 scopus 로고    scopus 로고
    • 2-d moving average model for texture synthesis and analysis
    • Dec.
    • K. B. Eom, "2-d moving average model for texture synthesis and analysis," IEEE Trans. Image Process., vol.7, no.12, pp. 1741-1746, Dec. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.12 , pp. 1741-1746
    • Eom, K.B.1
  • 4
    • 0032202717 scopus 로고    scopus 로고
    • Texture synthesis-by-analysis with hard-limited gaussian processes
    • Jul.
    • G. Jacovitti, A. Neri, and G. Scarano, "Texture synthesis-by- analysis with hard-limited gaussian processes," IEEE Trans. Image Process., vol.7, no.11, pp. 1615-1621, Jul. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.11 , pp. 1615-1621
    • Jacovitti, G.1    Neri, A.2    Scarano, G.3
  • 5
    • 0032099265 scopus 로고    scopus 로고
    • Texture synthesis via a noncausal nonparametric multiscale markov random field
    • Jun.
    • R. Paget and I. D. Longstaff, "Texture synthesis via a noncausal nonparametric multiscale markov random field," IEEE Trans. Image Process., vol.7, no.6, pp. 925-931, Jun. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.6 , pp. 925-931
    • Paget, R.1    Longstaff, I.D.2
  • 6
    • 0037214601 scopus 로고    scopus 로고
    • Wavelet-based texture analysis and synthesis using hidden markov models
    • Jan.
    • G. Fan and X.-G. Xia, "Wavelet-based texture analysis and synthesis using hidden markov models," IEEE Trans. Circuits Syst.-I: Fundam. Theory Appl., vol.50, no.1, pp. 106-120, Jan. 2003.
    • (2003) IEEE Trans. Circuits Syst.-I: Fundam. Theory Appl. , vol.50 , Issue.1 , pp. 106-120
    • Fan, G.1    Xia, X.-G.2
  • 7
    • 0000806445 scopus 로고    scopus 로고
    • Minimax entropy principle and its application to texture modeling
    • S. C. Zhu, Y. N. Wu, and D. Mumford, "Minimax entropy principle and its application to texture modeling," Neural Comput., vol.9, pp. 1627-1660, 1997.
    • (1997) Neural Comput. , vol.9 , pp. 1627-1660
    • Zhu, S.C.1    Wu, Y.N.2    Mumford, D.3
  • 8
    • 0034205013 scopus 로고    scopus 로고
    • Exploring texture ensembles by efficient markov chain monte carlo-toward a "trichromacy" theory of texture
    • Jun.
    • S. C. Zhu, X. W. Liu, and Y. N. Wu, "Exploring texture ensembles by efficient markov chain monte carlo-toward a "trichromacy" theory of texture," IEEE Trans. Pattern Anal. Mach. Intell., vol.22, no.6, pp. 554-569, Jun. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.6 , pp. 554-569
    • Zhu, S.C.1    Liu, X.W.2    Wu, Y.N.3
  • 9
    • 0034291204 scopus 로고    scopus 로고
    • A parametric texture model based on joint statistics of complex wavelet coefficients
    • J. Portilla and E. P. Simoncelli, "A parametric texture model based on joint statistics of complex wavelet coefficients," Int. J. Comput. Vis., vol.40, no.1, pp. 49-71, 2000.
    • (2000) Int. J. Comput. Vis. , vol.40 , Issue.1 , pp. 49-71
    • Portilla, J.1    Simoncelli, E.P.2
  • 10
    • 0036121675 scopus 로고    scopus 로고
    • A multiresolution approach for texture synthesis using the circular harmonic functions
    • Jan.
    • P. Campisi and G. Scarano, "A multiresolution approach for texture synthesis using the circular harmonic functions," IEEE Trans. Image Process., vol.11, no.1, pp. 37-51, Jan. 2002.
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.1 , pp. 37-51
    • Campisi, P.1    Scarano, G.2
  • 11
    • 32944463924 scopus 로고    scopus 로고
    • Texture synthesis: Textons revisited
    • Mar.
    • D. Charalampidis, "Texture synthesis: Textons revisited," IEEE Trans. Image Process., vol.15, no.3, pp. 777-787, Mar. 2006.
    • (2006) IEEE Trans. Image Process. , vol.15 , Issue.3 , pp. 777-787
    • Charalampidis, D.1
  • 12
    • 0032205019 scopus 로고    scopus 로고
    • A wavelet-based multiresolution statistical model for texture
    • Nov.
    • J. Zhang, D. Wang, and Q. N. Tran, "A wavelet-based multiresolution statistical model for texture," IEEE Trans. Image Process., vol.7, no.11, pp. 1621-1627, Nov. 1998.
    • (1998) IEEE Trans. Image Process. , vol.7 , Issue.11 , pp. 1621-1627
    • Zhang, J.1    Wang, D.2    Tran, Q.N.3
  • 13
  • 14
    • 0034448271 scopus 로고    scopus 로고
    • Fast texture synthesis using tree-structured vector quantization
    • presented at the
    • L. Wei and M. Levoy, "Fast texture synthesis using tree-structured vector quantization," presented at the SIGGRAPH, 2000.
    • (2000) SIGGRAPH
    • Wei, L.1    Levoy, M.2
  • 15
    • 0035013785 scopus 로고    scopus 로고
    • presented at the ACM Symp. Interactive 3D Graphics
    • M. Ashikhmin, "Synthesizing natural textures," presented at the ACM Symp. Interactive 3D Graphics, 2001.
    • (2001) Synthesizing Natural Textures
    • Ashikhmin, M.1
  • 16
    • 77954004426 scopus 로고    scopus 로고
    • Graphcut textures: Image and video synthesis using graph cuts
    • presented at the
    • V. Kwatra, A. Schödl, I. Essa, G. Turk, and A. Bobick, "Graphcut textures: Image and video synthesis using graph cuts," presented at the SIGGRAPH, 2003.
    • (2003) SIGGRAPH
    • Kwatra, V.1    Schödl, A.2    Essa, I.3    Turk, G.4    Bobick, A.5
  • 17
    • 84877610907 scopus 로고    scopus 로고
    • Feature matching and deformation for texture synthesis
    • presented at the
    • Q. Wu and Y. Yu, "Feature matching and deformation for texture synthesis," presented at the SIGGRAPH, 2004.
    • (2004) SIGGRAPH
    • Wu, Q.1    Yu, Y.2
  • 18
    • 33847317418 scopus 로고    scopus 로고
    • Patch-based texture synthesis using wavelets
    • presented at the
    • L. Toniettot, M.Walter, and C. R. Jung, "Patch-based texture synthesis using wavelets," presented at the SIGGRAPH, 2005.
    • (2005) SIGGRAPH
    • Toniettot, L.1    Walter, M.2    Jung, C.R.3
  • 19
    • 0029182262 scopus 로고
    • Pyramid-based texture analysis/synthesis
    • D. J. Heeger and J. R. Bergen, "Pyramid-based texture analysis/synthesis," in Proc. SIGGRAPH, 1995, pp. 229-238.
    • (1995) Proc. SIGGRAPH , pp. 229-238
    • Heeger, D.J.1    Bergen, J.R.2
  • 20
    • 77249154518 scopus 로고    scopus 로고
    • Approximation of conditional density of markov random field and its application to texture synthesis
    • presented at the
    • A. Sinha and S. Gupta, "Approximation of conditional density of markov random field and its application to texture synthesis," presented at the IEEE Int. Conf. Image Processing, 2007.
    • (2007) IEEE Int. Conf. Image Processing
    • Sinha, A.1    Gupta, S.2
  • 23
    • 77249142227 scopus 로고    scopus 로고
    • Nonparametric density estimation: Toward computational tractability
    • Aug.
    • A. G. Gray and A. W. Moore, "Nonparametric density estimation: Toward computational tractability," IEEE Trans. Pattern Anal. Mach. Intell., vol.27, no.8, pp. 1344-1348, Aug. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.27 , Issue.8 , pp. 1344-1348
    • Gray, A.G.1    Moore, A.W.2
  • 24
    • 77249137146 scopus 로고    scopus 로고
    • Fast estimation of nonparametric kernel density through pddp, and its application in texture synthesis
    • presented at the
    • A. Sinha and S. Gupta, "Fast estimation of nonparametric kernel density through pddp, and its application in texture synthesis," presented at the 1st Int. Academic Conf. Visions of Computer Science, 2008.
    • (2008) 1st Int. Academic Conf. Visions of Computer Science
    • Sinha, A.1    Gupta, S.2
  • 25
    • 0000013152 scopus 로고
    • On the statistical analysis of dirty pictures
    • J. E. Besag, "On the statistical analysis of dirty pictures," J. Roy. Statist. Soc. B, vol.48, pp. 259-302, 1986.
    • (1986) J. Roy. Statist. Soc. B , vol.48 , pp. 259-302
    • Besag, J.E.1
  • 28
    • 22644451496 scopus 로고    scopus 로고
    • Principal direction divisive partitioning
    • D. L. Boley, "Principal direction divisive partitioning," Data Mining Knowl. Disc., vol.2, no.4, pp. 325-344, 1998.
    • (1998) Data Mining Knowl. Disc. , vol.2 , Issue.4 , pp. 325-344
    • Boley, D.L.1
  • 31
    • 34248183970 scopus 로고    scopus 로고
    • Fast principal component analysis using fixed-point algorithm
    • A. Sharma and K. K. Paliwala, "Fast principal component analysis using fixed-point algorithm," Pattern Recognit. Lett., vol.28, no.10, pp. 1151-1155, 2007.
    • (2007) Pattern Recognit. Lett. , vol.28 , Issue.10 , pp. 1151-1155
    • Sharma, A.1    Paliwala, K.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.