메뉴 건너뛰기




Volumn 24, Issue 11, 2002, Pages 1542-1550

Support vector machines for texture classification

Author keywords

Feature extraction; Machine learning; Pattern classification; Support vector machines; Texture analysis

Indexed keywords

CLASSIFICATION (OF INFORMATION); IMAGE ANALYSIS; IMAGE SEGMENTATION; NEURAL NETWORKS;

EID: 0036858347     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.2002.1046177     Document Type: Article
Times cited : (339)

References (30)
  • 4
    • 0003112904 scopus 로고
    • Texture analysis
    • C.H. Chen, L.F. Pau, and P.S.P. Wang, eds., Singapore: World Scientific
    • M. Tuceryan and A.K. Jain, "Texture Analysis," Handbook Pattern Recognition and Computer Vision, C.H. Chen, L.F. Pau, and P.S.P. Wang, eds., Singapore: World Scientific, pp. 235-276, 1993.
    • (1993) Handbook Pattern Recognition and Computer Vision , pp. 235-276
    • Tuceryan, M.1    Jain, A.K.2
  • 6
    • 49149132136 scopus 로고
    • On the statistics of vision: The Julesz conjecture
    • P. Diaconis and D. Freedman, "On the Statistics of Vision: The Julesz Conjecture," J. Math. Psychology, vol. 24, 1981.
    • (1981) J. Math. Psychology , vol.24
    • Diaconis, P.1    Freedman, D.2
  • 8
    • 0032265901 scopus 로고    scopus 로고
    • MRF model based image segmentation using hierarchical distributed genetic algorithm
    • H.J. Kim, E.Y. Kim, J.W. Kim, and S.H. Park, "MRF Model Based Image Segmentation Using Hierarchical Distributed Genetic Algorithm," IEE Electronics Letters, vol. 34, no. 25, pp. 1394-1395, 1998.
    • (1998) IEE Electronics Letters , vol.34 , Issue.25 , pp. 1394-1395
    • Kim, H.J.1    Kim, E.Y.2    Kim, J.W.3    Park, S.H.4
  • 9
  • 10
    • 0026398342 scopus 로고
    • Unsupervised texture segmentation using gabor filters
    • A.K. Jain and F. Farrokhnia, "Unsupervised Texture Segmentation Using Gabor Filters," Pattern Recognition, vol. 24, no. 12, pp. 1167-1186, 1991.
    • (1991) Pattern Recognition , vol.24 , Issue.12 , pp. 1167-1186
    • Jain, A.K.1    Farrokhnia, F.2
  • 11
    • 0031143685 scopus 로고    scopus 로고
    • Unsupervised texture segmentation via wavelet transform
    • C.S. Lu, P.C. Chung, and C.F. Chen, "Unsupervised Texture Segmentation via Wavelet Transform," Pattern Recognition, vol. 30, no. 5, pp. 729-742, 1997.
    • (1997) Pattern Recognition , vol.30 , Issue.5 , pp. 729-742
    • Lu, C.S.1    Chung, P.C.2    Chen, C.F.3
  • 16
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C.J.C. Burges, "A Tutorial on Support Vector Machines for Pattern Recognition," Data Mining and Knowledge Discovery, vol. 2, no. 2, pp. 1-47, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 1-47
    • Burges, C.J.C.1
  • 17
    • 84918441630 scopus 로고
    • Geometrical and statistical properties of systems of linear inequalities with applications in pattern recognition
    • T.M. Cover, "Geometrical and Statistical Properties of Systems of Linear Inequalities with Applications in Pattern Recognition," IEEE Trans. Electronic Computers, vol. 14, pp. 326-334, 1965.
    • (1965) IEEE Trans. Electronic Computers , vol.14 , pp. 326-334
    • Cover, T.M.1
  • 20
    • 0032025550 scopus 로고    scopus 로고
    • Filters, random fields and maximum entropy (FRAME) - Towards a unified theory for texture modeling
    • S.C. Zhu, Y. Wu, and D. Mumford, "Filters, Random Fields and Maximum Entropy (FRAME)-Towards a Unified Theory for Texture Modeling," Int'l J. Computer Vision, vol. 27, no. 2, 1998.
    • (1998) Int'l J. Computer Vision , vol.27 , Issue.2
    • Zhu, S.C.1    Wu, Y.2    Mumford, D.3
  • 23
    • 0029308048 scopus 로고
    • Unsupervised texture segmentation using multichannel decomposition and hidden Markov models
    • J.-L. Chen and A. Kundu, "Unsupervised Texture Segmentation Using Multichannel Decomposition and Hidden Markov Models," IEEE Trans. Image Processing, vol. 4, no. 5, pp. 603-619, 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , Issue.5 , pp. 603-619
    • Chen, J.-L.1    Kundu, A.2
  • 29
    • 0001500115 scopus 로고
    • Functions of positive and negative type, and their connection with the theory of integral equations
    • J. Mercer, "Functions of Positive and Negative Type, and Their Connection with the Theory of Integral Equations," Trans. London Philosophical Soc. (A), vol. 209, pp. 415-446, 1909.
    • (1909) Trans. London Philosophical Soc. (A) , vol.209 , pp. 415-446
    • Mercer, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.