메뉴 건너뛰기




Volumn 45, Issue 12, 2007, Pages 3978-3988

A multiple conditional random fields ensemble model for urban area detection in remote sensing optical images

Author keywords

Classifier ensembles; Conditional random field (CRF); Contextual information; Multiple features; Urban detection

Indexed keywords

FEATURE EXTRACTION; IMAGING SYSTEMS; MATHEMATICAL MODELS; OPTICAL SIGNAL PROCESSING; REMOTE SENSING; URBAN PLANNING;

EID: 36348971282     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2007.907109     Document Type: Conference Paper
Times cited : (192)

References (36)
  • 1
    • 0032654451 scopus 로고    scopus 로고
    • Updating land-cover maps by using texture information from, very high-resolution space-borne imagery
    • May
    • P. C. Smits and A. Annoni, "Updating land-cover maps by using texture information from, very high-resolution space-borne imagery," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 3, pp. 1244-1254, May 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.3 , pp. 1244-1254
    • Smits, P.C.1    Annoni, A.2
  • 2
    • 0142009649 scopus 로고    scopus 로고
    • A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas
    • Sep
    • A. K. Shackelford and C. H. Davis, "A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas," IEEE Trans. Geosci. Remote Sens., vol. 41, no. 9, pp. 1920-1932, Sep. 2003.
    • (2003) IEEE Trans. Geosci. Remote Sens , vol.41 , Issue.9 , pp. 1920-1932
    • Shackelford, A.K.1    Davis, C.H.2
  • 3
    • 0016939601 scopus 로고
    • A comparative study of texture measures for terrain classification
    • Apr
    • J. S. Weszka, C. R. Dyer, and A. Rosenfeld, "A comparative study of texture measures for terrain classification," IEEE Trans. Syst., Man, Cybern., vol. SMC-6, no. 4, pp. 269-285, Apr. 1976.
    • (1976) IEEE Trans. Syst., Man, Cybern , vol.SMC-6 , Issue.4 , pp. 269-285
    • Weszka, J.S.1    Dyer, C.R.2    Rosenfeld, A.3
  • 4
    • 1842429086 scopus 로고    scopus 로고
    • Integrated spectral and spatial information, mining in remote sensing imagery
    • Mar
    • J. Li and R. M. Narayanan, "Integrated spectral and spatial information, mining in remote sensing imagery," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 3, pp. 673-685, Mar. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , Issue.3 , pp. 673-685
    • Li, J.1    Narayanan, R.M.2
  • 5
    • 0032676487 scopus 로고    scopus 로고
    • Toward robust analysis of satellite images using map information-Application to urban area detection
    • Jul
    • S. Yu, M. Berthod, and G. Giraudon, "Toward robust analysis of satellite images using map information-Application to urban area detection," IEEE Trans. Geosci. Remote Sens., vol. 37, no. 4, pp. 1925-1939, Jul. 1999.
    • (1999) IEEE Trans. Geosci. Remote Sens , vol.37 , Issue.4 , pp. 1925-1939
    • Yu, S.1    Berthod, M.2    Giraudon, G.3
  • 6
    • 2442551160 scopus 로고    scopus 로고
    • Classifying land development in highresolution panchromatic satellite images using straight-line statistics
    • Apr
    • C. Ünsalan and K. L. Boyer, "Classifying land development in highresolution panchromatic satellite images using straight-line statistics," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 4, pp. 907-919, Apr. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , Issue.4 , pp. 907-919
    • Ünsalan, C.1    Boyer, K.L.2
  • 7
    • 10944240176 scopus 로고    scopus 로고
    • Classifying land development in highresolution satellite imagery using hybrid structural-multispectral features
    • Dec
    • C. Ünsalan and K. L. Boyer, "Classifying land development in highresolution satellite imagery using hybrid structural-multispectral features," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 12, pp. 2840-2850, Dec. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens , vol.42 , Issue.12 , pp. 2840-2850
    • Ünsalan, C.1    Boyer, K.L.2
  • 8
    • 0025454918 scopus 로고
    • Classification of the spot image using spectral and spatial features of primitive regions that have nearly uniform color
    • Jul
    • T. Kusaka, H. Egawa, and Y. Kawata, "Classification of the spot image using spectral and spatial features of primitive regions that have nearly uniform color," IEEE Trans. Geosci. Remote Sens., vol. 28, no. 4, pp. 749-752, Jul. 1990.
    • (1990) IEEE Trans. Geosci. Remote Sens , vol.28 , Issue.4 , pp. 749-752
    • Kusaka, T.1    Egawa, H.2    Kawata, Y.3
  • 11
    • 0037500818 scopus 로고    scopus 로고
    • Contextual priming for object detection
    • Jul
    • A. Torralba, "Contextual priming for object detection," Int. J. Comput. Vis., vol. 53, no. 2, pp. 169-191, Jul. 2003.
    • (2003) Int. J. Comput. Vis , vol.53 , Issue.2 , pp. 169-191
    • Torralba, A.1
  • 13
    • 0037247155 scopus 로고    scopus 로고
    • A class of discrete multiresolution random, fields and its application to image segmentation
    • Jan
    • R. Wilson and C.-T. Li, "A class of discrete multiresolution random, fields and its application to image segmentation," IEEE Trans. Pattern Anal Mack Intell, vol. 25, no. 1, pp. 42-56, Jan. 2003.
    • (2003) IEEE Trans. Pattern Anal Mack Intell , vol.25 , Issue.1 , pp. 42-56
    • Wilson, R.1    Li, C.-T.2
  • 14
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • Nov
    • S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Trans. Pattern Anal Mack Intell, vol. PAMI-6, no. 6, pp. 721-741, Nov. 1984.
    • (1984) IEEE Trans. Pattern Anal Mack Intell , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 15
    • 33644850861 scopus 로고    scopus 로고
    • A dynamic conditional random field model for foreground and shadow segmentation
    • Feb
    • Y. Wang, K. F. Loe, and J. K. Wu, "A dynamic conditional random field model for foreground and shadow segmentation," IEEE Trans. Pattern Anal Mack Intell, vol. 28, no. 2, pp. 279-289, Feb. 2006.
    • (2006) IEEE Trans. Pattern Anal Mack Intell , vol.28 , Issue.2 , pp. 279-289
    • Wang, Y.1    Loe, K.F.2    Wu, J.K.3
  • 16
    • 5044223520 scopus 로고    scopus 로고
    • Multiscale conditional random fields for image labeling
    • X. He, R. S. Zemel, and M. A. Carreira-Perpinan, "Multiscale conditional random fields for image labeling," in Proc. IEEE Conf. CVPR, 2005, vol. 2, pp. 695-702.
    • (2005) Proc. IEEE Conf. CVPR , vol.2 , pp. 695-702
    • He, X.1    Zemel, R.S.2    Carreira-Perpinan, M.A.3
  • 17
    • 0344120654 scopus 로고    scopus 로고
    • Discriminative random fields: A discriminative framework for contextual interaction in classification
    • S. Kumar and M. Hebert, "Discriminative random fields: A discriminative framework for contextual interaction in classification," in Proc. Int. Conf. ICCV, 2003, vol. 2, pp. 1150-1157.
    • (2003) Proc. Int. Conf. ICCV , vol.2 , pp. 1150-1157
    • Kumar, S.1    Hebert, M.2
  • 18
    • 84898983746 scopus 로고    scopus 로고
    • Discriminative fields for modeling spatial dependencies in natural images
    • Cambridge: MIT Press
    • S. Kumar and M. Hebert, "Discriminative fields for modeling spatial dependencies in natural images," Advances in Neural Information Processing Systems, vol. 16, Cambridge: MIT Press, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Kumar, S.1    Hebert, M.2
  • 20
    • 51849105428 scopus 로고    scopus 로고
    • Multiclass discriminative fields for parts-based object detection
    • S. Kumar and M. Hebert, "Multiclass discriminative fields for parts-based object detection," in Proc. Snowbird Learn. Workshop, 2004.
    • (2004) Proc. Snowbird Learn. Workshop
    • Kumar, S.1    Hebert, M.2
  • 21
    • 14644412366 scopus 로고    scopus 로고
    • Classification of hyperspectral data from urban areas based on extended morphological profiles
    • Mar
    • J. A. Benediktsson, J. A. Palmason, and J. R. Sveinsson, "Classification of hyperspectral data from urban areas based on extended morphological profiles," IEEE Trans. Geosci. Remote Sens., vol. 43, no. 3, pp. 480-491, Mar. 2005.
    • (2005) IEEE Trans. Geosci. Remote Sens , vol.43 , Issue.3 , pp. 480-491
    • Benediktsson, J.A.1    Palmason, J.A.2    Sveinsson, J.R.3
  • 23
    • 0035392171 scopus 로고    scopus 로고
    • Automated differentiation of urban surfaces based on airborne hyperspectral imagery
    • Jul
    • S. Roessner, K. Segl, U. Heiden, and H. Kaufmann, "Automated differentiation of urban surfaces based on airborne hyperspectral imagery," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 7, pp. 1525-1532, Jul. 2001.
    • (2001) IEEE Trans. Geosci. Remote Sens , vol.39 , Issue.7 , pp. 1525-1532
    • Roessner, S.1    Segl, K.2    Heiden, U.3    Kaufmann, H.4
  • 24
    • 13344250690 scopus 로고    scopus 로고
    • Data fusion for visual tracking with particles
    • Mar
    • P. Perez, J. Vermaak, and A. Blake, "Data fusion for visual tracking with particles," Proc. IEEE, vol. 92, no. 3, pp. 495-513, Mar. 2004.
    • (2004) Proc. IEEE , vol.92 , Issue.3 , pp. 495-513
    • Perez, P.1    Vermaak, J.2    Blake, A.3
  • 25
    • 36349018126 scopus 로고    scopus 로고
    • J. Lafferty, A. McCallum, and F. Pereira, Conditional random, fields: Probabilistic models for segmenting and labeling sequence data, in Proc. Int. Conf. ML, 200.1, pp. 282-289.
    • J. Lafferty, A. McCallum, and F. Pereira, "Conditional random, fields: Probabilistic models for segmenting and labeling sequence data," in Proc. Int. Conf. ML, 200.1, pp. 282-289.
  • 26
    • 34247513606 scopus 로고    scopus 로고
    • Approximate parameter learning in discriminative fields
    • S. Kumar and M. Hebert, "Approximate parameter learning in discriminative fields," in Proc. Snowbird Learn. Workshop, 2004.
    • (2004) Proc. Snowbird Learn. Workshop
    • Kumar, S.1    Hebert, M.2
  • 27
    • 0742286180 scopus 로고    scopus 로고
    • What energy functions can be minimized via graph cuts?
    • Feb
    • V. Kolmogorov and R. Zabin, "What energy functions can be minimized via graph cuts?" IEEE Trans. Pattern Anal Mack Intell, vol. 26, no. 2, pp. 147-159, Feb. 2004.
    • (2004) IEEE Trans. Pattern Anal Mack Intell , vol.26 , Issue.2 , pp. 147-159
    • Kolmogorov, V.1    Zabin, R.2
  • 28
    • 0042850432 scopus 로고    scopus 로고
    • Stereo matching using belief propagation
    • Jul
    • J. Sun, N. Zheng, and H. Shum, "Stereo matching using belief propagation," IEEE Trans. Pattern Anal Mack Intell, vol. 25, no. 7, pp. 787-800, Jul. 2003.
    • (2003) IEEE Trans. Pattern Anal Mack Intell , vol.25 , Issue.7 , pp. 787-800
    • Sun, J.1    Zheng, N.2    Shum, H.3
  • 29
    • 0141686299 scopus 로고    scopus 로고
    • Classifying gene expression data of cancer using classifier ensemble with mutually exclusive features
    • Nov
    • S. B. Cho and J. W. Ryu, "Classifying gene expression data of cancer using classifier ensemble with mutually exclusive features," Proc. IEEE, vol. 90, no. 11, pp. 1744-1753, Nov. 2002.
    • (2002) Proc. IEEE , vol.90 , Issue.11 , pp. 1744-1753
    • Cho, S.B.1    Ryu, J.W.2
  • 30
    • 0042440720 scopus 로고    scopus 로고
    • Man-made structure detection in natural images using a causal multiscale random, field
    • S. Kumar and M. Hebert, "Man-made structure detection in natural images using a causal multiscale random, field," in Proc. Conf. CVPR, 2003, vol. 1, pp. 119-126.
    • (2003) Proc. Conf. CVPR , vol.1 , pp. 119-126
    • Kumar, S.1    Hebert, M.2
  • 31
    • 0030213052 scopus 로고    scopus 로고
    • Texture features for browsing and retrieval of image data
    • Aug
    • B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mack Intell, vol. 18, no. 8, pp. 837-842, Aug. 1996.
    • (1996) IEEE Trans. Pattern Anal. Mack Intell , vol.18 , Issue.8 , pp. 837-842
    • Manjunath, B.S.1    Ma, W.Y.2
  • 33
    • 34948834793 scopus 로고    scopus 로고
    • Models for learning spatial interactions in natural images for context-based classification,
    • Ph.D. dissertation, Carnegie Mellon Univ, Pittsburgh, PA
    • S. Kumar, "Models for learning spatial interactions in natural images for context-based classification," Ph.D. dissertation, Carnegie Mellon Univ., Pittsburgh, PA, 2005.
    • (2005)
    • Kumar, S.1
  • 34
    • 0022152801 scopus 로고
    • Relaxation labeling algorithms-A review
    • J. Kittler and J. Illingworth, "Relaxation labeling algorithms-A review," Image Vis. Comput, vol. 3, no. 4, pp. 206-216, 1985.
    • (1985) Image Vis. Comput , vol.3 , Issue.4 , pp. 206-216
    • Kittler, J.1    Illingworth, J.2
  • 35
    • 0141905889 scopus 로고    scopus 로고
    • Texture analysis and classification of ERS SAR images for map updating of urban areas in The Netherlands
    • Sep
    • R. J. Dekker, "Texture analysis and classification of ERS SAR images for map updating of urban areas in The Netherlands," IEEE Trans. Geosci, Remote Sens., vol. 41, no. 9, pp. 1950-1958, Sep. 2003.
    • (2003) IEEE Trans. Geosci, Remote Sens , vol.41 , Issue.9 , pp. 1950-1958
    • Dekker, R.J.1
  • 36
    • 30344464095 scopus 로고    scopus 로고
    • Semi-automatic choice of scale-dependent features for satellite SAR image classification
    • Mar
    • F. Dell'Acqua, P. Gamba, and G. Trianni, "Semi-automatic choice of scale-dependent features for satellite SAR image classification," Pattern Recognit Lett., vol. 27, no. 4, pp. 244-251, Mar. 2006.
    • (2006) Pattern Recognit Lett , vol.27 , Issue.4 , pp. 244-251
    • Dell'Acqua, F.1    Gamba, P.2    Trianni, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.