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Volumn 17, Issue 12, 2008, Pages 2403-2412

Segmentation of tracking sequences using dynamically updated adaptive learning

Author keywords

Bayesian segmentation; Kalman filtering; Motion estimation; Tracking

Indexed keywords

BAYESIAN NETWORKS; CONTROL THEORY; IMAGE SEGMENTATION; KALMAN FILTERS; PARAMETER ESTIMATION;

EID: 57049091600     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2008.2006455     Document Type: Article
Times cited : (1)

References (48)
  • 2
    • 1942486776 scopus 로고    scopus 로고
    • Improved watershed transform for medical image segmentation using prior information
    • Apr
    • V. Grau, A. Mewes, M. Alcaniz, R. Kikinis, and S. K. Warfield, "Improved watershed transform for medical image segmentation using prior information," IEEE Trans. Med. Imag., vol. 23, no. 4, pp. 447-458, Apr. 2004.
    • (2004) IEEE Trans. Med. Imag , vol.23 , Issue.4 , pp. 447-458
    • Grau, V.1    Mewes, A.2    Alcaniz, M.3    Kikinis, R.4    Warfield, S.K.5
  • 3
    • 0033908146 scopus 로고    scopus 로고
    • Real-time video-shot detection for scene surveillance applications
    • Jan
    • E. Stringa and C. S. Regazzoni, "Real-time video-shot detection for scene surveillance applications," IEEE Trans. Image Process., vol. 9, no. 1, pp. 69-79, Jan. 2000.
    • (2000) IEEE Trans. Image Process , vol.9 , Issue.1 , pp. 69-79
    • Stringa, E.1    Regazzoni, C.S.2
  • 5
    • 0024032793 scopus 로고
    • A maximum-likelihood approach to segmenting range data
    • Jun
    • R. D. Rimey and F. S. Cohen, "A maximum-likelihood approach to segmenting range data," IEEE Trans. Robot. Autom., vol. 4, no. 3, pp. 277-286, Jun. 1988.
    • (1988) IEEE Trans. Robot. Autom , vol.4 , Issue.3 , pp. 277-286
    • Rimey, R.D.1    Cohen, F.S.2
  • 6
    • 0032095657 scopus 로고    scopus 로고
    • Moving obstacle detection from a navigating robot
    • Jun
    • D. Nair and J. K. Aggarwal, "Moving obstacle detection from a navigating robot," IEEE Trans. Robot. Autom., vol. 14, no. 3, pp. 404-416, Jun. 1998.
    • (1998) IEEE Trans. Robot. Autom , vol.14 , Issue.3 , pp. 404-416
    • Nair, D.1    Aggarwal, J.K.2
  • 8
    • 18844406006 scopus 로고    scopus 로고
    • Tcp smart framing: A segmentation algorithm to reduce TCP latency
    • Apr
    • M. Mellia, M. Meo, and C. Casetti, "Tcp smart framing: A segmentation algorithm to reduce TCP latency," IEEE/ACM Trans. Netw., vol. 13, no. 2, pp. 316-329, Apr. 2005.
    • (2005) IEEE/ACM Trans. Netw , vol.13 , Issue.2 , pp. 316-329
    • Mellia, M.1    Meo, M.2    Casetti, C.3
  • 9
    • 0025028560 scopus 로고
    • Model-based segmentation of FLIR images
    • Jan
    • B. Bhanu and R. Holben, "Model-based segmentation of FLIR images," IEEE Trans. Aerosp. Electron. Syst., vol. 26, no. 1, pp. 2-11, Jan. 1990.
    • (1990) IEEE Trans. Aerosp. Electron. Syst , vol.26 , Issue.1 , pp. 2-11
    • Bhanu, B.1    Holben, R.2
  • 10
    • 0037258870 scopus 로고    scopus 로고
    • An automatic approach to the detection and extraction of mine features in sidescan sonar
    • Jan
    • S. Reed, Y. Petillot, and J. Bell, "An automatic approach to the detection and extraction of mine features in sidescan sonar," IEEE J. Ocean. Eng., vol. 28, no. 1, pp. 90-105, Jan. 2003.
    • (2003) IEEE J. Ocean. Eng , vol.28 , Issue.1 , pp. 90-105
    • Reed, S.1    Petillot, Y.2    Bell, J.3
  • 11
    • 0027696845 scopus 로고
    • An analysis of histogram-based thresholding algorithms
    • C. A. Glasbey, "An analysis of histogram-based thresholding algorithms," Graphical Models and Image Process., vol. 55, pp. 532-537, 1993.
    • (1993) Graphical Models and Image Process , vol.55 , pp. 532-537
    • Glasbey, C.A.1
  • 13
    • 84990602490 scopus 로고
    • Optimal approximations by piecewise smooth functions and associated variational problems
    • D. Mumford and J. Shah, "Optimal approximations by piecewise smooth functions and associated variational problems," Commun. Pure Appl. Math., vol. 42, no. 5, pp. 577-685, 1989.
    • (1989) Commun. Pure Appl. Math , vol.42 , Issue.5 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 14
    • 0031237801 scopus 로고    scopus 로고
    • Simultaneous motion estimation and segmentation
    • Sep
    • M. M. Chang, A. M. Tekalp, and M. I. Sezan, "Simultaneous motion estimation and segmentation," IEEE Trans. Image Process., vol. 6, no. 9, pp. 1326-1333, Sep. 1997.
    • (1997) IEEE Trans. Image Process , vol.6 , Issue.9 , pp. 1326-1333
    • Chang, M.M.1    Tekalp, A.M.2    Sezan, M.I.3
  • 15
    • 0029409269 scopus 로고
    • Texture classification and segmentation using wavelet frames
    • Apr
    • M. Unser, "Texture classification and segmentation using wavelet frames," IEEE Trans. Image Process., vol. 11, no. 4, pp. 1549-1560, Apr. 1995.
    • (1995) IEEE Trans. Image Process , vol.11 , Issue.4 , pp. 1549-1560
    • Unser, M.1
  • 16
    • 8844268760 scopus 로고    scopus 로고
    • Wavelet-based level set evolution for classification of textured images
    • Dec
    • J.-F. Aujol, G. Aubert, and L. Blanc-Feraud, "Wavelet-based level set evolution for classification of textured images," IEEE Trans. Image Process., vol. 12, no. 12, pp. 1634-1641, Dec. 2003.
    • (2003) IEEE Trans. Image Process , vol.12 , Issue.12 , pp. 1634-1641
    • Aujol, J.-F.1    Aubert, G.2    Blanc-Feraud, L.3
  • 17
    • 0028498068 scopus 로고
    • Representing moving images with layers
    • Sep
    • J. Y. A. Wang and E. H. Adelson, "Representing moving images with layers," IEEE Trans. Image Process., vol. 3, no. 9, pp. 625-638, Sep. 1994.
    • (1994) IEEE Trans. Image Process , vol.3 , Issue.9 , pp. 625-638
    • Wang, J.Y.A.1    Adelson, E.H.2
  • 18
    • 0027574088 scopus 로고
    • Motion segmentation and qualitative dynamic scene analysis from an image sequence
    • P. Bouthemy and E. Francois, "Motion segmentation and qualitative dynamic scene analysis from an image sequence," Int. J. Comput. Vis. vol. 10, pp. 157-182, 1993.
    • (1993) Int. J. Comput. Vis , vol.10 , pp. 157-182
    • Bouthemy, P.1    Francois, E.2
  • 19
    • 0026112788 scopus 로고
    • Object-oriented motion estimation and segmentation in image sequences
    • N. Diehl, "Object-oriented motion estimation and segmentation in image sequences," Signal Process.: Image Commun., vol. 3, pp. 23-56, 1991.
    • (1991) Signal Process.: Image Commun , vol.3 , pp. 23-56
    • Diehl, N.1
  • 20
    • 0035248865 scopus 로고    scopus 로고
    • Active contours without edges
    • Feb
    • T. F. Chan and L. A. Vese, "Active contours without edges," IEEE Trans. Image Process., vol. 10, no. 2, pp. 266-277, Feb. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.2 , pp. 266-277
    • Chan, T.F.1    Vese, L.A.2
  • 21
  • 23
    • 11844302259 scopus 로고    scopus 로고
    • Segmentation of kidney from ultrasound images based on texture and shape priors
    • Jan
    • J. Xie, Y. Jiang, and H.-T. Tsui, "Segmentation of kidney from ultrasound images based on texture and shape priors," IEEE Trans. Med. Imag., vol. 24, no. 1, pp. 45-57, Jan. 2005.
    • (2005) IEEE Trans. Med. Imag , vol.24 , Issue.1 , pp. 45-57
    • Xie, J.1    Jiang, Y.2    Tsui, H.-T.3
  • 24
    • 0003858870 scopus 로고
    • Color Segmentation Survey, Univ. Berlin., Berlin, Germany
    • Tech. Rep
    • W. Sharbek and A. Koschan, Color Segmentation Survey, Univ. Berlin., Berlin, Germany, 1994, Tech. Rep..
    • (1994)
    • Sharbek, W.1    Koschan, A.2
  • 25
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • N. R. Pal and S. K. Pal, "A review on image segmentation techniques," Pattern Recognit., vol. 26, no. 9, pp. 1277-1294, 1994.
    • (1994) Pattern Recognit , vol.26 , Issue.9 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.K.2
  • 28
    • 0031283421 scopus 로고    scopus 로고
    • Creating connected representations of cortical gray matter for functional MRI visualization
    • Dec
    • P. Teo, G. Sapiro, and B. Wandell, "Creating connected representations of cortical gray matter for functional MRI visualization," IEEE Trans. Med. Imag., vol. 16, no. 6, pp. 852-863, Dec. 1997.
    • (1997) IEEE Trans. Med. Imag , vol.16 , Issue.6 , pp. 852-863
    • Teo, P.1    Sapiro, G.2    Wandell, B.3
  • 29
    • 0033906832 scopus 로고    scopus 로고
    • Knowledge-based segmentation of SAR data with learned priors
    • Feb
    • S. Haker, G. Sapiro, and A. Tannenbaum, "Knowledge-based segmentation of SAR data with learned priors," IEEE Trans. Image Process., vol. 9, no. 2, pp. 299-301, Feb. 2000.
    • (2000) IEEE Trans. Image Process , vol.9 , Issue.2 , pp. 299-301
    • Haker, S.1    Sapiro, G.2    Tannenbaum, A.3
  • 32
    • 0019597413 scopus 로고
    • Determining optical flow
    • Aug
    • B. K. P. Horn and B. G. Schunck, "Determining optical flow," Artif. Intell., vol. 17, pp. 185-203, Aug. 1981.
    • (1981) Artif. Intell , vol.17 , pp. 185-203
    • Horn, B.K.P.1    Schunck, B.G.2
  • 33
    • 0142256369 scopus 로고    scopus 로고
    • Fundamentals of Kalman filtering: A practical approach
    • P. Zarchan and H. Musoff, "Fundamentals of Kalman filtering: A practical approach," Progr. Astronaut. Aeronaut., vol. 190, 2000.
    • (2000) Progr. Astronaut. Aeronaut , vol.190
    • Zarchan, P.1    Musoff, H.2
  • 34
    • 0035301670 scopus 로고    scopus 로고
    • Underwater vehicle obstacle avoidance and path planning using a multi-beam forward looking sonar
    • Apr
    • Y. Petillot, I. T. Ruiz, and D. M. Lane, "Underwater vehicle obstacle avoidance and path planning using a multi-beam forward looking sonar," IEEE J. Ocean. Eng., vol. 26, no. 2, pp. 240-251, Apr. 2001.
    • (2001) IEEE J. Ocean. Eng , vol.26 , Issue.2 , pp. 240-251
    • Petillot, Y.1    Ruiz, I.T.2    Lane, D.M.3
  • 35
    • 0036447974 scopus 로고    scopus 로고
    • Segmentation-based object tracking using image warping and Kalman filtering
    • presented at the
    • Y. Huang, T. S. Huang, and H. Niemann, "Segmentation-based object tracking using image warping and Kalman filtering," presented at the IEEE Int. Conf. Image Processing, 2002.
    • (2002) IEEE Int. Conf. Image Processing
    • Huang, Y.1    Huang, T.S.2    Niemann, H.3
  • 36
    • 20444411827 scopus 로고    scopus 로고
    • Fast incorporation of optical flow into active polygons
    • Jun
    • G. Unal, H. Krim, and A. Yezzi, "Fast incorporation of optical flow into active polygons," IEEE Trans. Image Process., vol. 14, no. 6, pp. 745-759, Jun. 2005.
    • (2005) IEEE Trans. Image Process , vol.14 , Issue.6 , pp. 745-759
    • Unal, G.1    Krim, H.2    Yezzi, A.3
  • 38
    • 2342533082 scopus 로고    scopus 로고
    • On convergence properties of the EM algorithm for Gaussian mixtures
    • Jan
    • L. Xu and M. I. Jordan, "On convergence properties of the EM algorithm for Gaussian mixtures," Neural Comput., vol. 8, no. 1, pp. 129-151, Jan. 1996.
    • (1996) Neural Comput , vol.8 , Issue.1 , pp. 129-151
    • Xu, L.1    Jordan, M.I.2
  • 39
    • 0019678181 scopus 로고
    • A theoretical analysis of the properties of the median filter
    • Jun
    • N. C. Gallagher and G. L. Wise, "A theoretical analysis of the properties of the median filter," IEEE Trans. Acoust., Speech, Signal Process., vol. ASSP-29, no. 6, pp. 1136-1141, Jun. 1981.
    • (1981) IEEE Trans. Acoust., Speech, Signal Process , vol.ASSP-29 , Issue.6 , pp. 1136-1141
    • Gallagher, N.C.1    Wise, G.L.2
  • 40
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • May
    • D. L. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.L.1
  • 41
    • 44049111982 scopus 로고
    • Nonlinear total variation based noise removal algorithms
    • L. Rudin, S. Osher, and E. Fatemi, "Nonlinear total variation based noise removal algorithms," Phys. D, vol. 60, pp. 259-268, 1992.
    • (1992) Phys. D , vol.60 , pp. 259-268
    • Rudin, L.1    Osher, S.2    Fatemi, E.3
  • 42
    • 0001041397 scopus 로고
    • On invariant curve evolution and image analysis
    • G. Sapiro and A. Tannenbaum, "On invariant curve evolution and image analysis," Indiana Univ. J. Math., vol. 42, pp. 985-1009, 1993.
    • (1993) Indiana Univ. J. Math , vol.42 , pp. 985-1009
    • Sapiro, G.1    Tannenbaum, A.2
  • 43
    • 0037272333 scopus 로고    scopus 로고
    • Fast local and global projection-based methods for affine motion estimation
    • D. Robinson and P. Milanfar, "Fast local and global projection-based methods for affine motion estimation," J. Math. Imag. Vis., vol. 18, pp. 35-54, 2003.
    • (2003) J. Math. Imag. Vis , vol.18 , pp. 35-54
    • Robinson, D.1    Milanfar, P.2
  • 44
    • 0042527109 scopus 로고    scopus 로고
    • Elastic registration in the presence of intensity variations
    • Jul
    • S. Periaswamy and H. Farid, "Elastic registration in the presence of intensity variations," IEEE Trans. Med. Imag., vol. 22, no. 7, pp. 865-874, Jul. 2003.
    • (2003) IEEE Trans. Med. Imag , vol.22 , Issue.7 , pp. 865-874
    • Periaswamy, S.1    Farid, H.2
  • 47
    • 44649203379 scopus 로고    scopus 로고
    • Dynamic de-noising of tracking sequences
    • Jun
    • O. Michailovich and A. Tannenbaum, "Dynamic de-noising of tracking sequences," IEEE Trans. Image Process., vol. 17, no. 6, pp. 847-856, Jun. 2008.
    • (2008) IEEE Trans. Image Process , vol.17 , Issue.6 , pp. 847-856
    • Michailovich, O.1    Tannenbaum, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.