메뉴 건너뛰기




Volumn 11, Issue 1, 2010, Pages 40-51

Extraction of moving objects from their background based on multiple adaptive thresholds and boundary evaluation

Author keywords

Boundary evaluation; Change detection; Curvature; Edge; Foreground extraction; Thresholds

Indexed keywords

ADAPTIVE THRESHOLDS; BACKGROUND IMAGE; BOUNDARY EVALUATION; BOUNDARY SEGMENTS; BOUNDARY SET; CHANGE DETECTION; CLASSIFICATION ERROR RATE; DISPLACEMENT ERRORS; EDGE RESPONSE; EXISTING METHOD; FOREGROUND EDGE; FOREGROUND EXTRACTION; GROUND TRUTH; ILLUMINATION CONDITIONS; MOVING OBJECTS; SHADOW INDICES; VISUAL SURVEILLANCE;

EID: 77649273644     PISSN: 15249050     EISSN: None     Source Type: Journal    
DOI: 10.1109/TITS.2009.2026674     Document Type: Article
Times cited : (75)

References (27)
  • 1
    • 0034245048 scopus 로고    scopus 로고
    • W4: Real-time surveillance of people and their activities
    • Aug
    • I. Haritaoglu, D. Harwood, and L. S. Davis, "W4: Real-time surveillance of people and their activities," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, pp. 809-830, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.8 , pp. 809-830
    • Haritaoglu, I.1    Harwood, D.2    Davis, L.S.3
  • 3
    • 0034244889 scopus 로고    scopus 로고
    • Learning patterns of activity using real-time tracking
    • Aug
    • C. Stauffer and W. E. L. Grimson, "Learning patterns of activity using real-time tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, pp. 246-252, Aug. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell , vol.22 , Issue.8 , pp. 246-252
    • Stauffer, C.1    Grimson, W.E.L.2
  • 4
    • 33645307063 scopus 로고    scopus 로고
    • Background and foreground modeling using nonparametric kernel density estimation for visual surveillance
    • Jul
    • A. Elgammal, R. Duraiswami, D. Harwood, and L. S. Davis, "Background and foreground modeling using nonparametric kernel density estimation for visual surveillance," Proc. IEEE, vol. 90, no. 7, pp. 1151-1163, Jul. 2002.
    • (2002) Proc. IEEE , vol.90 , Issue.7 , pp. 1151-1163
    • Elgammal, A.1    Duraiswami, R.2    Harwood, D.3    Davis, L.S.4
  • 5
    • 58049211805 scopus 로고    scopus 로고
    • Independent component analysis-based back-ground subtraction for indoor surveillance
    • Jan
    • D. M. Tsai and S. C. Lai, "Independent component analysis-based back-ground subtraction for indoor surveillance," IEEE Trans. Image Process., vol. 18, no. 1, pp. 158-167, Jan. 2009.
    • (2009) IEEE Trans. Image Process , vol.18 , Issue.1 , pp. 158-167
    • Tsai, D.M.1    Lai, S.C.2
  • 6
    • 0021643876 scopus 로고
    • New likelihood test methods for change detection in image sequences
    • Apr
    • Y. Z. Hsu, H. Nagel, and G. Reckers, "New likelihood test methods for change detection in image sequences," Comput. Vis. Graph. Image Process., vol. 26, no. 1, pp. 73-106, Apr. 1984.
    • (1984) Comput. Vis. Graph. Image Process , vol.26 , Issue.1 , pp. 73-106
    • Hsu, Y.Z.1    Nagel, H.2    Reckers, G.3
  • 7
    • 0024471117 scopus 로고
    • Illumination independent change detection for real world image sequences
    • Jun
    • K. Skifstad and R. Jain, "Illumination independent change detection for real world image sequences," Comput. Vis., Graph. Image Process., vol. 46, no. 3, pp. 387-399, Jun. 1989.
    • (1989) Comput. Vis., Graph. Image Process , vol.46 , Issue.3 , pp. 387-399
    • Skifstad, K.1    Jain, R.2
  • 8
    • 0032163059 scopus 로고    scopus 로고
    • Statistical change detection with moments under time-varying illumination
    • Sep
    • S. Liu, C. Fu, and S. Chang, "Statistical change detection with moments under time-varying illumination," IEEE Trans. Image Process., vol. 7, no. 9, pp. 1258-1268, Sep. 1998.
    • (1998) IEEE Trans. Image Process , vol.7 , Issue.9 , pp. 1258-1268
    • Liu, S.1    Fu, C.2    Chang, S.3
  • 9
    • 0036474806 scopus 로고    scopus 로고
    • Integrating intensity and texture differences for robust change detection
    • Feb
    • L. Li and M. K. H. Leung, "Integrating intensity and texture differences for robust change detection," IEEE Trans. Image Process., vol. 11, no. 2, pp. 105-112, Feb. 2002.
    • (2002) IEEE Trans. Image Process , vol.11 , Issue.2 , pp. 105-112
    • Li, L.1    Leung, M.K.H.2
  • 10
    • 33144466752 scopus 로고    scopus 로고
    • A texture-based method for modeling the background and detecting moving objects
    • Apr
    • M. Heikkilä and M. Pietikäinen, "A texture-based method for modeling the background and detecting moving objects," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 4, pp. 657-662, Apr. 2006.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , Issue.4 , pp. 657-662
    • Heikkilä, M.1    Pietikäinen, M.2
  • 11
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histograms
    • Jan
    • N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Syst., Man, Cybern., vol. SMC-9, no. 1, pp. 62-66, Jan. 1979.
    • (1979) IEEE Trans. Syst., Man, Cybern , vol.SMC-9 , Issue.1 , pp. 62-66
    • Otsu, N.1
  • 12
    • 0018004847 scopus 로고
    • Picture thresholding using an iterative selection method
    • Aug
    • T. W. Ridler and S. Calvard, "Picture thresholding using an iterative selection method," IEEE Trans. Syst., Man, Cybern., vol. SMC-8, no. 8, pp. 630-632, Aug. 1978.
    • (1978) IEEE Trans. Syst., Man, Cybern , vol.SMC-8 , Issue.8 , pp. 630-632
    • Ridler, T.W.1    Calvard, S.2
  • 13
    • 0017691474 scopus 로고
    • Automatic measurement of sister chromatid exchange frequency
    • G. W. Zack, "Automatic measurement of sister chromatid exchange frequency," J. Histochem. Cytochem., vol. 25, no. 7, pp. 741-753, 1977.
    • (1977) J. Histochem. Cytochem , vol.25 , Issue.7 , pp. 741-753
    • Zack, G.W.1
  • 14
    • 34047228596 scopus 로고    scopus 로고
    • Change detection using joint intensity histogram
    • Hong Kong
    • Y. Kita, "Change detection using joint intensity histogram," in Proc. Int. Conf. Pattern Recog., Hong Kong, 2006, pp. 351-356.
    • (2006) Proc. Int. Conf. Pattern Recog , pp. 351-356
    • Kita, Y.1
  • 15
    • 63449134234 scopus 로고    scopus 로고
    • Histogram thresholding using fuzzing and rough measures of associated error
    • Apr
    • D. Sen and S. K. Pal, "Histogram thresholding using fuzzing and rough measures of associated error," IEEE Trans. Image Process., vol. 18, no. 4, pp. 879-888, Apr. 2009.
    • (2009) IEEE Trans. Image Process , vol.18 , Issue.4 , pp. 879-888
    • Sen, D.1    Pal, S.K.2
  • 16
    • 0033707763 scopus 로고    scopus 로고
    • Automatic analysis of the difference image for unsupervised change detection
    • May
    • L. Bruzzone and D. F. Prieto, "Automatic analysis of the difference image for unsupervised change detection," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 3, pp. 1171-1182, May 2000.
    • (2000) IEEE Trans. Geosci. Remote Sens , vol.38 , Issue.3 , pp. 1171-1182
    • Bruzzone, L.1    Prieto, D.F.2
  • 17
    • 0003032053 scopus 로고
    • Image difference threshold strategies and shadow detection
    • Birmingham, U.K
    • P. L. Rosin and T. Ellis, "Image difference threshold strategies and shadow detection," in Proc. Brit. Mach. Vis. Conf., Birmingham, U.K., 1995, pp. 347-356.
    • (1995) Proc. Brit. Mach. Vis. Conf , pp. 347-356
    • Rosin, P.L.1    Ellis, T.2
  • 18
    • 0022266928 scopus 로고
    • A new method for graylevel picture thresholding using the entropy of the histogram
    • J. N. Kapur, P. K. Sahoo, and A. K. C. Wong, "A new method for graylevel picture thresholding using the entropy of the histogram," Comput. Vis. Graph. Image Process., vol. 29, no. 3, pp. 273-285, 1985.
    • (1985) Comput. Vis. Graph. Image Process , vol.29 , Issue.3 , pp. 273-285
    • Kapur, J.N.1    Sahoo, P.K.2    Wong, A.K.C.3
  • 19
    • 0015064609 scopus 로고
    • Local properties of binary images in two dimensions
    • May
    • S. B. Gray, "Local properties of binary images in two dimensions," IEEE Trans. Comput., vol. C-20, no. 5, pp. 551-561, May 1971.
    • (1971) IEEE Trans. Comput , vol.C-20 , Issue.5 , pp. 551-561
    • Gray, S.B.1
  • 20
    • 0042392382 scopus 로고
    • Binarization and multi-thresholding of document images using connectivity
    • Las Vegas, NV
    • L. O'Gorman, "Binarization and multi-thresholding of document images using connectivity," in Proc. Symp. Document Anal. Inf. Retrieval, Las Vegas, NV, 1994, pp. 237-252.
    • (1994) Proc. Symp. Document Anal. Inf. Retrieval , pp. 237-252
    • O'Gorman, L.1
  • 22
    • 38849119973 scopus 로고    scopus 로고
    • H. Kim, R. Sakamoto, I. Kitahara, T. Toriyama, and K. Kogure, Robust foreground extraction technique using background subtraction with multiple thresholds, Opt. Eng., 46, no. 9, pp. 097 004-1-097 004-12, 2007.
    • H. Kim, R. Sakamoto, I. Kitahara, T. Toriyama, and K. Kogure, "Robust foreground extraction technique using background subtraction with multiple thresholds," Opt. Eng., vol. 46, no. 9, pp. 097 004-1-097 004-12, 2007.
  • 23
    • 2342650830 scopus 로고    scopus 로고
    • A highly accurate texture-based vehicle segmentation method
    • W. W. L. Lam, C. C. C. Pang, and N. H. C. Yung, "A highly accurate texture-based vehicle segmentation method," Opt. Eng., vol. 43, no. 3, pp. 591-603, 2003.
    • (2003) Opt. Eng , vol.43 , Issue.3 , pp. 591-603
    • Lam, W.W.L.1    Pang, C.C.C.2    Yung, N.H.C.3
  • 24
    • 0035501797 scopus 로고    scopus 로고
    • Unimodal thresholding
    • Nov
    • P. L. Rosin, "Unimodal thresholding," Pattern Recognit., vol. 34, no. 11, pp. 2083-2096, Nov. 2001.
    • (2001) Pattern Recognit , vol.34 , Issue.11 , pp. 2083-2096
    • Rosin, P.L.1
  • 25
    • 0142103248 scopus 로고    scopus 로고
    • Detecting moving objects, ghosts, and shadows in video streams
    • Oct
    • R. Cucchiara, M. Piccardi, and A. Prati, "Detecting moving objects, ghosts, and shadows in video streams," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 10, pp. 1337-1342, Oct. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell , vol.25 , Issue.10 , pp. 1337-1342
    • Cucchiara, R.1    Piccardi, M.2    Prati, A.3
  • 26
    • 14844339425 scopus 로고    scopus 로고
    • Image change detection algorithms: A systematic survey
    • Mar
    • R. J. Radke, S. Andra, O. Al-Kofahi, and B. Roysam, "Image change detection algorithms: A systematic survey," IEEE Trans. Image Process., vol. 14, no. 3, pp. 294-307, Mar. 2005.
    • (2005) IEEE Trans. Image Process , vol.14 , Issue.3 , pp. 294-307
    • Radke, R.J.1    Andra, S.2    Al-Kofahi, O.3    Roysam, B.4
  • 27
    • 0035680116 scopus 로고    scopus 로고
    • Rapid object detection using a boosted cascade of simple features
    • Kauai Marriott, HI
    • P. Viola and M. Jones, "Rapid object detection using a boosted cascade of simple features," in Proc. IEEE Conf. Comput. Vis. Pattern Recog., Kauai Marriott, HI, 2001, pp. 511-518.
    • (2001) Proc. IEEE Conf. Comput. Vis. Pattern Recog , pp. 511-518
    • Viola, P.1    Jones, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.