메뉴 건너뛰기




Volumn 21, Issue 11, 2012, Pages 4568-4580

Overlapping cell nuclei segmentation using a spatially adaptive active physical model

Author keywords

Active shape models; microscopic images; modal analysis; overlapping nuclei segmentation; Pap smear images; physically based deformable model; shape priors

Indexed keywords

ACTIVE SHAPE MODELS; MICROSCOPIC IMAGE; NUCLEI SEGMENTATION; PAP SMEAR; PHYSICALLY-BASED DEFORMABLE MODEL; SHAPE PRIORS;

EID: 84867839682     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2012.2206041     Document Type: Article
Times cited : (113)

References (32)
  • 1
    • 37049191651 scopus 로고
    • A new procedure for staining vaginal smears
    • G. N. Papanicolaou, "A new procedure for staining vaginal smears," Science, vol. 95, no. 2469, pp. 438-439, 1942.
    • (1942) Science , vol.95 , Issue.2469 , pp. 438-439
    • Papanicolaou, G.N.1
  • 2
    • 0032305559 scopus 로고    scopus 로고
    • Unsupervised cell nucleus segmentation with active contours
    • PII S0165168498001455
    • P. Bamford and B. Lovell, "Unsupervised cell nucleus segmentation with active contours," Signal Process., vol. 71, no. 2, pp. 203-213, 1998. (Pubitemid 128428381)
    • (1998) Signal Processing , vol.71 , Issue.2 , pp. 203-213
    • Bamford, P.1    Lovell, B.2
  • 3
    • 48149103903 scopus 로고    scopus 로고
    • Biomedical image segmentation based on shape stability
    • Sep.-Oct.
    • Z. Li and K. Najarian, "Biomedical image segmentation based on shape stability," in Proc. 14th IEEEInt. Conf. Image Process., Sep.-Oct. 2007, pp. 281-284.
    • (2007) Proc. 14th IEEEInt. Conf. Image Process , pp. 281-284
    • Li, Z.1    Najarian, K.2
  • 4
    • 43449100314 scopus 로고    scopus 로고
    • Nucleus and cytoplast contour detector of cervical smear image
    • M. H. Tsai, Y. K. Chan, Z. Z. Lin, S. F. Yang-Mao, and P. C. Huang, "Nucleus and cytoplast contour detector of cervical smear image," Pattern Recognit. Lett., vol. 29, no. 9, pp. 1441-1453, 2008.
    • (2008) Pattern Recognit. Lett. , vol.29 , Issue.9 , pp. 1441-1453
    • Tsai, M.H.1    Chan, Y.K.2    Lin, Z.Z.3    Yang-Mao, S.F.4    Huang, P.C.5
  • 5
    • 41649109418 scopus 로고    scopus 로고
    • Edge enhancement nucleus and cytoplast contour detector of cervical smear images
    • Apr
    • S. F. Yang-Mao, Y. K. Chan, and Y P. Chu, "Edge enhancement nucleus and cytoplast contour detector of cervical smear images," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 38, no. 2, pp. 353-366, Apr. 2008.
    • (2008) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.38 , Issue.2 , pp. 353-366
    • Yang-Mao, S.F.1    Chan, Y.K.2    Chu, Y.P.3
  • 6
    • 69749122836 scopus 로고    scopus 로고
    • Detection and segmentation of cervical cell cytoplasm and nucleus
    • C. H. Lin, Y. K. Chan, and C. C. Chen, "Detection and segmentation of cervical cell cytoplasm and nucleus," Int. J. Imag., Syst. Technol., vol. 19, no. 3, pp. 260-270, 2009.
    • (2009) Int. J. Imag., Syst. Technol. , vol.19 , Issue.3 , pp. 260-270
    • Lin, C.H.1    Chan, Y.K.2    Chen, C.C.3
  • 8
    • 79952464447 scopus 로고    scopus 로고
    • Automated detection of cell nuclei in pap smear images using morphological reconstruction and clustering
    • Mar
    • M. E. Plissiti, C. Nikou, and A. Charchanti, "Automated detection of cell nuclei in pap smear images using morphological reconstruction and clustering," IEEE Trans. Inf. Technol. Biomed., vol. 15, no. 2, pp. 233-241, Mar. 2011.
    • (2011) IEEE Trans. Inf. Technol. Biomed. , vol.15 , Issue.2 , pp. 233-241
    • Plissiti, M.E.1    Nikou, C.2    Charchanti, A.3
  • 9
    • 79851507983 scopus 로고    scopus 로고
    • Combining shape, texture and intensity features for cell nuclei extraction in Pap smear images
    • M. E. Plissiti, C. Nikou, and A. Charchanti, "Combining shape, texture and intensity features for cell nuclei extraction in Pap smear images," Pattern Recognit. Lett., vol. 32, no. 6, pp. 838-853, 2011.
    • (2011) Pattern Recognit. Lett. , vol.32 , Issue.6 , pp. 838-853
    • Plissiti, M.E.1    Nikou, C.2    Charchanti, A.3
  • 12
    • 48749115050 scopus 로고    scopus 로고
    • Particle swarm optimizaton for Pap-smear diagnosis
    • Y Marinakis, M. Marinaki, and G. Dounias, "Particle swarm optimizaton for Pap-smear diagnosis," Expert Syst. Appl., vol. 35, no. 4, pp. 1645-1656, 2008.
    • (2008) Expert Syst. Appl. , vol.35 , Issue.4 , pp. 1645-1656
    • Marinakis, Y.1    Marinaki, M.2    Dounias, G.3
  • 14
    • 78649247761 scopus 로고    scopus 로고
    • Unsupervised segmentation of overlapped nuclei using Bayesian classification
    • Dec
    • C. Jung C. Kim S. W. Chae and S. Oh "Unsupervised segmentation of overlapped nuclei using Bayesian classification," IEEE Trans. Biomed. Eng. vol. 55 no. 12 pp. 2825-2832 Dec. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.55 , Issue.12 , pp. 2825-2832
    • Jung, C.1    Kim, C.2    Chae, S.W.3    Oh, S.4
  • 15
    • 65349111374 scopus 로고    scopus 로고
    • Segmentation of clustered nuclei with shape markers and marking function
    • Mar
    • J. Cheng and J. C. Rajapakse, "Segmentation of clustered nuclei with shape markers and marking function," IEEE Trans. Biomed. Eng. vol. 56 no. 3 pp. 741-748 Mar. 2009.
    • (2009) IEEE Trans. Biomed. Eng. , vol.56 , Issue.3 , pp. 741-748
    • Cheng, J.1    Rajapakse, J.C.2
  • 16
    • 77956942046 scopus 로고    scopus 로고
    • Segmenting clustered nuclei using H-minima transform-based marker extraction and contour parameterization
    • Oct
    • C. Jung and C. Kim "Segmenting clustered nuclei using H-minima transform-based marker extraction and contour parameterization," IEEE Trans. Biomed. Eng. vol. 57 no. 10 pp. 2600-2604 Oct. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.10 , pp. 2600-2604
    • Jung, C.1    Kim, C.2
  • 17
    • 77950298805 scopus 로고    scopus 로고
    • Segmentation of complex nucleus configu-rations in biological images
    • F. Cloppet and A. Boucher "Segmentation of complex nucleus configu-rations in biological images," Pattern Recognit. Lett. vol. 31 no. 8 pp. 755-761 2010.
    • (2010) Pattern Recognit. Lett. , vol.31 , Issue.8 , pp. 755-761
    • Cloppet, F.1    Boucher, A.2
  • 18
    • 67649401711 scopus 로고    scopus 로고
    • Splitting touching cells based on concave points and ellipse fitting
    • X. Bai C. Sun and F. Zhou "Splitting touching cells based on concave points and ellipse fitting," Pattern Recognit vol 42 no 11 pp 2434-2446 2009.
    • (2009) Pattern Recognit , vol.42 , Issue.11 , pp. 2434-2446
    • Bai, X.1    Sun, C.2    Zhou, F.3
  • 19
    • 0030288155 scopus 로고    scopus 로고
    • Frequency-based nonrigid motion analysis: Application to four dimensional medical images
    • C. Nastar and N. Ayache, "Frequency-based nonrigid motion analysis: Application to four dimensional medical images," IEEE Trans. Pattern Anal. Mach. Intell., vol. 18, no. 11, pp. 1067-1079, Nov. 1996. (Pubitemid 126772841)
    • (1996) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.18 , Issue.11 , pp. 1067-1079
    • Nastar, C.1    Ayache, N.2
  • 20
    • 0029182228 scopus 로고
    • Active shape models-their training and application
    • T. F. Cootes, C. J. Taylor, and J. Graham, "Active shape models-their training and application," Comput. Vis. Image Understand., vol. 1, no. 1, pp. 38-59, 1995.
    • (1995) Comput. Vis. Image Understand. , vol.1 , Issue.1 , pp. 38-59
    • Cootes, T.F.1    Taylor, C.J.2    Graham, J.3
  • 21
    • 0035491165 scopus 로고    scopus 로고
    • A joint physics-based statistical deformable model for multimodal brain image analysis
    • PII S0278006201093089
    • C. Nikou, G. Bueno, F. Heitz, and J. P. Armspach, "Ajoint physics-based statistical deformable model for multimodal brain image analysis," IEEE Trans. Med. Imag., vol. 20, no. 10, pp. 1026-1037, Oct. 2001. (Pubitemid 33777720)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.10 , pp. 1026-1037
    • Nikou, C.1    Bueno, G.2    Heitz, F.3    Armspach, J.-P.4
  • 22
    • 58049195559 scopus 로고    scopus 로고
    • A skeleton family generator via physics-based deformable models
    • Jan
    • S. Krinidis and V. Chatzis, "A skeleton family generator via physics-based deformable models," IEEE Trans. Image Process., vol. 18, no. 1, pp. 1-11, Jan. 2009.
    • (2009) IEEE Trans. Image Process. , vol.18 , Issue.1 , pp. 1-11
    • Krinidis, S.1    Chatzis, V.2
  • 23
    • 1442264166 scopus 로고    scopus 로고
    • Reconstruction of serially acquired slices using physics-based modeling
    • Dec
    • S. Krinidis, C. Nikou, and I. Pitas, "Reconstruction of serially acquired slices using physics-based modeling," IEEE Trans. Inf. Technol. Biomed., vol. 7, no. 4, pp. 394-403, Dec. 2003.
    • (2003) IEEE Trans. Inf. Technol. Biomed. , vol.7 , Issue.4 , pp. 394-403
    • Krinidis, S.1    Nikou, C.2    Pitas, I.3
  • 24
    • 25844443624 scopus 로고    scopus 로고
    • An accurate active shape model for facial feature extraction
    • K. W. Wan, K. M. Lan, and K. C. Ng, "An accurate active shape model for facial feature extraction," Pattern Recognit. Lett., vol. 26, no. 15, pp. 2409-2423, 2005.
    • (2005) Pattern Recognit. Lett. , vol.26 , Issue.15 , pp. 2409-2423
    • Wan, K.W.1    Lan, K.M.2    Ng, K.C.3
  • 26
    • 0037328219 scopus 로고    scopus 로고
    • Handwritten Chinese radical recognition using nonlinear active shape models
    • Feb
    • D. Shi, S. R. Gunn, and R. I. Damper, "Handwritten Chinese radical recognition using nonlinear active shape models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 2, pp. 277-280, Feb. 2003.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell. , vol.25 , Issue.2 , pp. 277-280
    • Shi, D.1    Gunn, S.R.2    Damper, R.I.3
  • 27
    • 0032142076 scopus 로고    scopus 로고
    • Physically-based active shape models: Initialization and optimization
    • PII S0031320397001258
    • A. Garrido and N. P. de la Blanca, "Physically-based active shape models: Initialization and optimization," Pattern Recognit., vol. 31, no. 8, pp. 1003-1017, 1998. (Pubitemid 128369830)
    • (1998) Pattern Recognition , vol.31 , Issue.8 , pp. 1003-1017
    • Garrido, A.1    Perez De La Blanca, N.2
  • 28
    • 0024104158 scopus 로고
    • Hierarchical chamfer matching: A parametric edge matching algorithm
    • Nov
    • G. Borgefors, "Hierarchical chamfer matching: A parametric edge matching algorithm," IEEE Trans. Pattern Anal. Mach. Intell., vol. 10, no. 6, pp. 849-865, Nov. 1988.
    • (1988) IEEE Trans. Pattern Anal. Mach. Intell. , vol.10 , Issue.6 , pp. 849-865
    • Borgefors, G.1
  • 32
    • 0018306059 scopus 로고
    • Threshold selection method from gray-level histograms
    • N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Syst., Man, Cybern., vol. 9, no. 1, pp. 62-66, Jan. 1979. (Pubitemid 9413341)
    • (1979) IEEE Trans Syst Man Cybern , vol.SMC-9 , Issue.1 , pp. 62-66
    • Otsu, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.