메뉴 건너뛰기




Volumn 15, Issue 6, 2004, Pages 1555-1561

Fusing images with different focuses using support vector machines

Author keywords

Image fusion; Support vector machines; Wavelet transform

Indexed keywords

EDGE DETECTION; FEATURE EXTRACTION; IMAGE ANALYSIS; IMAGE SEGMENTATION; WAVELET TRANSFORMS;

EID: 9244257883     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2004.837780     Document Type: Article
Times cited : (152)

References (32)
  • 1
    • 0033133832 scopus 로고    scopus 로고
    • "Depth from defocusing using a neural network"
    • D. T. Pham and V. Aslantas, "Depth from defocusing using a neural network," Pattern Recognit., vol. 32, pp. 715-727, 1999.
    • (1999) Pattern Recognit. , vol.32 , pp. 715-727
    • Pham, D.T.1    Aslantas, V.2
  • 2
    • 0029546960 scopus 로고
    • "Focused image recovery from two defocused images recorded with different camera settings"
    • Dec
    • M. Subbarao, T.-C. Wei, and G. Surya, "Focused image recovery from two defocused images recorded with different camera settings," IEEE Trans. Image Processing, vol. 4, pp. 1613-1628, Dec. 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , pp. 1613-1628
    • Subbarao, M.1    Wei, T.-C.2    Surya, G.3
  • 3
    • 0027542937 scopus 로고
    • "Investigation of methods for determining depth from focus"
    • Feb
    • J. Ens and P. Lawrence, "Investigation of methods for determining depth from focus," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, pp. 97-108, Feb. 1993.
    • (1993) IEEE Trans. Pattern Anal. Machine Intell. , vol.15 , pp. 97-108
    • Ens, J.1    Lawrence, P.2
  • 4
    • 0029276969 scopus 로고
    • "Accurate recovery of three dimensional shape from focus"
    • Mar
    • M. Subbarao and T. Choi, "Accurate recovery of three dimensional shape from focus," IEEE Trans. Pattern Anal. Machine Intell., vol. 17, pp. 266-274, Mar. 1995.
    • (1995) IEEE Trans. Pattern Anal. Machine Intell. , vol.17 , pp. 266-274
    • Subbarao, M.1    Choi, T.2
  • 5
    • 0026852980 scopus 로고
    • "A generalized depth estimation algorithm with a single image"
    • Apr
    • S. H. Lai, C. W. Fu, and S. Chang, "A generalized depth estimation algorithm with a single image," IEEE Trans. Pattern Anal. Machine Intell., vol. 14, pp. 405-411, Apr. 1992.
    • (1992) IEEE Trans. Pattern Anal. Machine Intell. , vol.14 , pp. 405-411
    • Lai, S.H.1    Fu, C.W.2    Chang, S.3
  • 6
    • 0028739173 scopus 로고
    • "Depth from defocus: A spatial domain approach"
    • M. Subbarao and G. Surya, "Depth from defocus: A spatial domain approach," Int. J. Comput Vis., vol. 13, no. 3, pp. 271-294, 1994.
    • (1994) Int. J. Comput Vis. , vol.13 , Issue.3 , pp. 271-294
    • Subbarao, M.1    Surya, G.2
  • 8
    • 0028975378 scopus 로고
    • "Multisensor image fusion using the wavelet transform"
    • May
    • H. Li, B. S. Manjunath, and S. K. Mitra, "Multisensor image fusion using the wavelet transform," Graph. Models Image Process., vol. 57, no. 3, pp. 235-245, May 1995.
    • (1995) Graph. Models Image Process. , vol.57 , Issue.3 , pp. 235-245
    • Li, H.1    Manjunath, B.S.2    Mitra, S.K.3
  • 9
    • 0001704311 scopus 로고    scopus 로고
    • "Everywhere-in-focus image fusion using controllable cameras"
    • W. B. Seales and S. Dutta, "Everywhere-in-focus image fusion using controllable cameras," Proc. SPIE, vol. 2905, pp. 227-234, 1996.
    • (1996) Proc. SPIE , vol.2905 , pp. 227-234
    • Seales, W.B.1    Dutta, S.2
  • 10
    • 0032640298 scopus 로고    scopus 로고
    • "A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application"
    • Aug
    • Z. Zhang and R. S. Blum, "A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application," Proc. IEEE, vol. 87, pp. 1315-1326, Aug. 1999.
    • (1999) Proc. IEEE , vol.87 , pp. 1315-1326
    • Zhang, Z.1    Blum, R.S.2
  • 12
    • 0035427417 scopus 로고    scopus 로고
    • "Pattern-selective color image fusion"
    • L. Bogoni and M. Hansen, "Pattern-selective color image fusion," Pattern Recognit., vol. 34, pp. 1515-1526, 2001.
    • (2001) Pattern Recognit. , vol.34 , pp. 1515-1526
    • Bogoni, L.1    Hansen, M.2
  • 13
    • 0020737631 scopus 로고
    • "The Laplacian pyramid as a compact image code"
    • Apr
    • P. T. Burt and E. H. Andelson, "The Laplacian pyramid as a compact image code," IEEE Trans. Commun., vol. COM-31, pp. 532-540, Apr. 1983.
    • (1983) IEEE Trans. Commun. , vol.COM-31 , pp. 532-540
    • Burt, P.T.1    Andelson, E.H.2
  • 14
    • 0024699933 scopus 로고
    • "Merging thermal and visual images by a contrast pyramid"
    • July
    • A. Toet, L. J. van Ruyven, and J. M. Valeton, "Merging thermal and visual images by a contrast pyramid," Opt. Eng., vol. 28, no. 7, pp. 789-792, July 1989.
    • (1989) Opt. Eng. , vol.28 , Issue.7 , pp. 789-792
    • Toet, A.1    Ruyven, L.J.2    Valeton, J.M.3
  • 15
    • 0028447488 scopus 로고
    • "Multiresolution morphological fusion of MR and CT images of the human brain"
    • G. K. Matsopoulos, S. Marshall, and J. N. H. Brunt, "Multiresolution morphological fusion of MR and CT images of the human brain," Proc. Inst. Elect. Eng., vol. 141, no. 3, pp. 137-142, 1994.
    • (1994) Proc. Inst. Elect. Eng. , vol.141 , Issue.3 , pp. 137-142
    • Matsopoulos, G.K.1    Marshall, S.2    Brunt, J.N.H.3
  • 17
    • 84975655871 scopus 로고
    • "Image merging and data fusion by means of the discrete two-dimensional wavelet transform"
    • D. A. Yocky, "Image merging and data fusion by means of the discrete two-dimensional wavelet transform," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 12, no. 9, pp. 1834-1841, 1995.
    • (1995) J. Opt. Soc. Amer. A, Opt. Image Sci. , vol.12 , Issue.9 , pp. 1834-1841
    • Yocky, D.A.1
  • 19
    • 0030151782 scopus 로고    scopus 로고
    • "Frame representations for texture segmentation"
    • May
    • A. Laine and J. Fan, "Frame representations for texture segmentation," IEEE Trans. Image Processing, vol. 5, pp. 771-780, May 1996.
    • (1996) IEEE Trans. Image Processing , vol.5 , pp. 771-780
    • Laine, A.1    Fan, J.2
  • 20
    • 0029409269 scopus 로고
    • "Texture classification and segmentation using wavelet frames"
    • Nov
    • M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Processing, vol. 4, pp. 1549-1560, Nov. 1995.
    • (1995) IEEE Trans. Image Processing , vol.4 , pp. 1549-1560
    • Unser, M.1
  • 22
    • 0030673582 scopus 로고    scopus 로고
    • "Training support vector machines: An application to face detection"
    • Puerto Rico, June
    • E. Osuna, R. Freund, and F. Girosi, "Training support vector machines: An application to face detection," in Proc. Computer Vision and Pattern Recognition, Puerto Rico, June 1997, pp. 130-136.
    • (1997) Proc. Computer Vision and Pattern Recognition , pp. 130-136
    • Osuna, E.1    Freund, R.2    Girosi, F.3
  • 28
    • 0006742389 scopus 로고    scopus 로고
    • "A hybrid image registration technique for a digital camera image fusion application"
    • June
    • Z. Zhang and R. S. Blum, "A hybrid image registration technique for a digital camera image fusion application," Inform. Fusion, vol. 2, no. 2, pp. 135-149, June 2001.
    • (2001) Inform. Fusion , vol.2 , Issue.2 , pp. 135-149
    • Zhang, Z.1    Blum, R.S.2
  • 29
    • 9244260106 scopus 로고    scopus 로고
    • "Fusing images with multiple focuses using support vector machines"
    • Madrid, Spain, Aug
    • S. Li, J. T. Kwok, and Y. Wang, "Fusing images with multiple focuses using support vector machines," in Proc. Int. Conf. Artificial Neural Networks, Madrid, Spain, Aug. 2002, pp. 405-410.
    • (2002) Proc. Int. Conf. Artificial Neural Networks , pp. 405-410
    • Li, S.1    Kwok, J.T.2    Wang, Y.3
  • 32
    • 0036495550 scopus 로고    scopus 로고
    • "Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images"
    • S. Li, J. T. Kwok, and Y. Wang, "Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images," Inform. Fusion, vol. 3, no. 1, pp. 17-23, 2002.
    • (2002) Inform. Fusion , vol.3 , Issue.1 , pp. 17-23
    • Li, S.1    Kwok, J.T.2    Wang, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.