메뉴 건너뛰기




Volumn 28, Issue 5, 2009, Pages 720-738

A unified framework for automated 3-D segmentation of surface-stained living cells and a comprehensive segmentation evaluation

Author keywords

Automated whole cell segmentation; Level set; Mathematical morphology; Region differencing; Segmentation evaluation; Watershed

Indexed keywords

3-D SEGMENTATIONS; AUTOMATED APPROACHES; AUTOMATED WHOLE CELL SEGMENTATION; CELL SEGMENTATIONS; CELL TYPES; DATA SETS; FLUORESCENT IMAGES; LEVEL SET; LIVING CELLS; MANUAL SEGMENTATIONS; PRE-FILTERING; REGION DIFFERENCING; RIGOROUS EVALUATIONS; SEGMENTATION EVALUATION; SEGMENTATION RESULTS; STATISTICAL ANALYSIS; UNIFIED FRAMEWORKS;

EID: 65549116620     PISSN: 02780062     EISSN: None     Source Type: Journal    
DOI: 10.1109/TMI.2008.2011522     Document Type: Article
Times cited : (29)

References (60)
  • 1
    • 0346728473 scopus 로고    scopus 로고
    • Systematic genome-wide screens of gene function
    • A. Carpenter and D. Sabatini, "Systematic genome-wide screens of gene function," Nature Reviews Genetics, vol. 5, pp. 11-22, 2004.
    • (2004) Nature Reviews Genetics , vol.5
    • Carpenter, A.1    Sabatini, D.2
  • 3
    • 3042547731 scopus 로고    scopus 로고
    • Combining intensity, edge and shape information for 2-D and 3-D segmentation of cell nuclei in tissue sections
    • C. Wählby, I.-M. Sintorn, F. Erlandsson, G. Borgefors, and E. Bengtsson, "Combining intensity, edge and shape information for 2-D and 3-D segmentation of cell nuclei in tissue sections," J. Microscopy, vol. 215, pp. 67-76, 2004.
    • (2004) J. Microscopy , vol.215
    • Wählby, C.1    Sintorn, I.-M.2    Erlandsson, F.3    Borgefors, G.4    Bengtsson, E.5
  • 4
    • 34248401978 scopus 로고    scopus 로고
    • Live cell imaging: A computational perspective
    • H. Bhaskar and S. Singh, "Live cell imaging: A computational perspective," J. Real-Time Image Process., vol. 1, no. 3, pp. 195-212, 2007.
    • (2007) J. Real-Time Image Process. , vol.1 , Issue.3
    • Bhaskar, H.1    Singh, S.2
  • 5
    • 33745124439 scopus 로고    scopus 로고
    • Computerized cell image analysis: Past, present, and future
    • E. Bengtsson. "Computerized cell image analysis: Past, present, and future," in Proc. SCIA03, 2003, pp. 395-407.
    • (2003) Proc. SCIA03
    • Bengtsson, E.1
  • 7
    • 0035388867 scopus 로고    scopus 로고
    • A minimum cost approach for segmenting networks of lines
    • Jul.
    • J. Geusebroek, A. Smeulders, and H. Geerts, "A minimum cost approach for segmenting networks of lines," Int. J. Comput. Vis. vol. 43, no. 2, pp. 99-111, Jul. 2001.
    • (2001) Int. J. Comput. Vis. , vol.43 , Issue.2
    • Geusebroek, J.1    Smeulders, A.2    Geerts, H.3
  • 9
    • 34548489369 scopus 로고    scopus 로고
    • Segmentation of cultured neurons using logical analysis of grey and distance differences
    • D. Yu, T. D. Pham, H. Yan, B. Whang, and D. I. Crane, "Segmentation of cultured neurons using logical analysis of grey and distance differences." J. Neurosci. Methods vol. 166, no. 1, pp. 125-137, 2007.
    • (2007) J. Neurosci. Methods , vol.166 , Issue.1
    • Yu, D.1    Pham, T.D.2    Yan, H.3    Whang, B.4    Crane, D.I.5
  • 10
    • 0344334039 scopus 로고    scopus 로고
    • Efficient cell segmentation tool for confocal microscopy tissue images and quantitative evaluation of FISH signals
    • P. Adiga and B. Chaudhuri, "Efficient cell segmentation tool for confocal microscopy tissue images and quantitative evaluation of FISH signals," Microscopy Res. Technique, vol. 44, no. 1, pp. 49-68, 1999.
    • (1999) Microscopy Res. Technique , vol.44 , Issue.1
    • Adiga, P.1    Chaudhuri, B.2
  • 11
    • 20644468814 scopus 로고    scopus 로고
    • Integrated approach for segmentation of 3-D confocal images of a tissue specimen
    • P. Adiga, "Integrated approach for segmentation of 3-D confocal images of a tissue specimen," Microscopy Res. Technique, vol. 54, no. 4, pp. 260-270, 2003.
    • (2003) Microscopy Res. Technique , vol.54 , Issue.4
    • Adiga, P.1
  • 13
    • 0035107394 scopus 로고    scopus 로고
    • Segmentation of nuclei and cells using membrane related protein markers
    • C. D. Solorzano, R. Malladi, S. Lelièvre, and S. Lockett, "Segmentation of nuclei and cells using membrane related protein markers," J. Micmscopy, vol. 201. pp. 404-415. 2001.
    • (2001) J. Micmscopy , vol.201
    • Solorzano, C.D.1    Malladi, R.2    Lelièvre, S.3    Lockett, S.4
  • 15
    • 0348134935 scopus 로고    scopus 로고
    • A hybrid 3-D watershed algorithm incorporating gradient cues and object models for automatic segmentation of nuclei in confocal image stacks
    • U. Lin, G. A. , K. Olson, J. Guzowski, C. Barnes, and B. Roysam, "A hybrid 3-D watershed algorithm incorporating gradient cues and object models for automatic segmentation of nuclei in confocal image stacks," Cytometry, Part A, vol. 56A, no. 1, pp. 23-26, 2003.
    • (2003) Cytometry, Part A , vol.56 A , Issue.1
    • Lin, U.1    Olson, K.2    Guzowski, J.3    Barnes, C.4    Roysam, B.5
  • 16
    • 34249294060 scopus 로고    scopus 로고
    • An unsupervised GVF snake approach for white blood cell segmentation based on nucleus
    • F. Zamani and R. Safabakhsh, "An unsupervised GVF snake approach for white blood cell segmentation based on nucleus," in 8th Int. Conf. Signal Process., 2006, vol. 2.
    • (2006) 8th Int. Conf. Signal Process. , vol.2
    • Zamani, F.1    Safabakhsh, R.2
  • 20
    • 0036650287 scopus 로고    scopus 로고
    • Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform
    • Jul.
    • A. Dima, M. Scholz, and K. Obermayer, "Automatic segmentation and skeletonization of neurons from confocal microscopy images based on the 3-D wavelet transform," IEEE Trans. Image Process. vol. 11, no. 7, pp. 790-801, Jul. 2002.
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.7
    • Dima, A.1    Scholz, M.2    Obermayer, K.3
  • 23
    • 0029801002 scopus 로고    scopus 로고
    • Automatic multiparameter fluorescence imaging for determining lymphocyte phenotype and activation status in melanoma tissue sections
    • A. I. Dow, S. A. Shafer, J. M. Kirkwood, R. A. Mascari, and A. S. Waggoner, "Automatic multiparameter fluorescence imaging for determining lymphocyte phenotype and activation status in melanoma tissue sections," Cytometry, vol. 25, pp. 71-81, 1996.
    • (1996) Cytometry , vol.25
    • Dow, A.I.1    Shafer, S.A.2    Kirkwood, J.M.3    Mascari, R.A.4    Waggoner, A.S.5
  • 26
    • 0001732499 scopus 로고
    • Theoretical foundations of anisotropic diffusion in image processing
    • New York: Springer
    • J. Weickert, "Theoretical foundations of anisotropic diffusion in image processing," in Theoretical Foundations of Computer Vision. New York: Springer, 1994, pp. 221-236.
    • (1994) Theoretical Foundations of Computer Vision
    • Weickert, J.1
  • 27
    • 0002164545 scopus 로고    scopus 로고
    • A review of nonlinear diffusion filtering
    • New York: Springer, Lecture Notes in Computer Science
    • J. Weichen, "A review of nonlinear diffusion filtering," in Scale-Space Theory in Computer Vision. New York: Springer, 1997, vol. 1252, Lecture Notes in Computer Science, pp. 1-28.
    • (1997) Scale-Space Theory in Computer Vision , vol.1252
    • Weichen, J.1
  • 28
    • 4544240733 scopus 로고    scopus 로고
    • Noise removal using smoothed normals and surface fitting
    • Oct.
    • M. Lysaker, S. Osher, and X.-C. Tai, "Noise removal using smoothed normals and surface fitting," IEEE Trans. Image Process., vol. 13, no. 10, pp. 1345-1357, Oct. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.10
    • Lysaker, M.1    Osher, S.2    Tai, X.-C.3
  • 29
    • 0035250066 scopus 로고    scopus 로고
    • The digital TV filter and non-linear denoising
    • Feb.
    • T. F. Chan, S. Osher, and J. Shen, "The digital TV filter and non-linear denoising," IEEE Trans. Image Process. vol. 10, no. 2, pp. 231-241. Feb. 2001.
    • (2001) IEEE Trans. Image Process. , vol.10 , Issue.2
    • Chan, T.F.1    Osher, S.2    Shen, J.3
  • 33
    • 33644496877 scopus 로고    scopus 로고
    • An evaluation of ridge extraction methods for portal imaging
    • Washington, DC
    • J. Stoeckel, F. Vos, P. Vos, and A. Vossepoel, "An evaluation of ridge extraction methods for portal imaging," in Proc. Int. Conf. Pattern Recognit., Washington, DC, 2000, vol. 3, pp. 429-432.
    • (2000) Proc. Int. Conf. Pattern Recognit. , vol.3
    • Stoeckel, J.1    Vos, F.2    Vos, P.3    Vossepoel, A.4
  • 34
    • 34648848115 scopus 로고    scopus 로고
    • Robust detection of road junctions in VHR images using an improved ridge detector
    • S. Gautama, W. Goeman, and D. J. , "Robust detection of road junctions in VHR images using an improved ridge detector," in Proc. Int. Soc. Photogrammetiy Remote Sens. (ISPRS), 2004, vol. 35, pp. 815-819.
    • (2004) Proc. Int. Soc. Photogrammetiy Remote Sens. (ISPRS) , vol.35
    • Gautama, S.1    Goeman, W.2
  • 35
    • 0032207814 scopus 로고    scopus 로고
    • Edge detection and ridge detection with automatic scale selection
    • T. Lindeberg, "Edge detection and ridge detection with automatic scale selection," Int. J. Comput. Vis. vol. 30. no. 2, pp. 117-154, 1998.
    • (1998) Int. J. Comput. Vis. , vol.30 , Issue.2
    • Lindeberg, T.1
  • 37
    • 0032585839 scopus 로고    scopus 로고
    • Rapid automated tracing and feature extraction from retinal fundus images using direct exploratory algorithms
    • Jun.
    • A. Can, H. Shen, J. N. Turner, H. L. Tanenbaum, and B. Roysam, "Rapid automated tracing and feature extraction from retinal fundus images using direct exploratory algorithms," IEEE Trans. Inf. Technol. Biomed., vol. 3, no. 2, pp. 125-138, Jun. 1999.
    • (1999) IEEE Trans. Inf. Technol. Biomed. , vol.3 , Issue.2
    • Can, A.1    Shen, H.2    Turner, J.N.3    Tanenbaum, H.L.4    Roysam, B.5
  • 39
    • 1942486776 scopus 로고    scopus 로고
    • Improved watershed transform for medical image segmentation using prior information
    • Apr.
    • V. Grau, A. J. U. Mewes, M. A. Raya, 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
    • Grau, V.1    Mewes, A.J.U.2    Raya, M.A.3    Kikinis, R.4    Warfield, S.K.5
  • 40
    • 0026172104 scopus 로고
    • Watersheds in digital spaces: An efficient algorithm based on immersion simulations
    • Jun.
    • L. Vincent and P. Soille, "Watersheds in digital spaces: An efficient algorithm based on immersion simulations," IEEE Trans. Pattern Anal. Mack Intell., vol. 13, no. 6, pp. 583-598, Jun. 1991.
    • (1991) IEEE Trans. Pattern Anal. Mack Intell. , vol.13 , Issue.6
    • Vincent, L.1    Soille, P.2
  • 43
    • 0030216623 scopus 로고    scopus 로고
    • A survey on evaluation methods for image segmentation
    • Y. Zhang, "A survey on evaluation methods for image segmentation," Pattern Recognit., vol. 29, pp. 1335-1346, 1996.
    • (1996) Pattern Recognit. , vol.29
    • Zhang, Y.1
  • 44
    • 0031247240 scopus 로고    scopus 로고
    • Evaluation and comparison of different segmentation algorithms
    • Y. Zhang, "Evaluation and comparison of different segmentation algorithms," Pattern Recognit. Lett., vol. 18, no. 10, pp. 963-974, 1997.
    • (1997) Pattern Recognit. Lett. , vol.18 , Issue.10
    • Zhang, Y.1
  • 47
    • 0000084166 scopus 로고
    • Multiscale texture enhancement
    • Berlin, Germany: Springer
    • J. Weickert, "Multiscale texture enhancement," in Computer Analysis of Images and Patterns. Berlin, Germany: Springer, 1995, vol. 970/1995, pp. 230-237.
    • (1995) Computer Analysis of Images and Patterns , vol.970 , Issue.1995
    • Weickert, J.1
  • 48
    • 0034266690 scopus 로고    scopus 로고
    • Images as embedded maps and minimal surfaces: Movies, color, texture, and volumetric medical images
    • R. Kimmel, R. Malladi, and N. Sochen, "Images as embedded maps and minimal surfaces: Movies, color, texture, and volumetric medical images," Int. J. Comput. Vis., vol. 39, no. 2, pp. 111-129, 2000.
    • (2000) Int. J. Comput. Vis. , vol.39 , Issue.2
    • Kimmel, R.1    Malladi, R.2    Sochen, N.3
  • 49
    • 0036650311 scopus 로고    scopus 로고
    • Forward-and-backward diffusion processes for adaptive image enhancement and denoising
    • Jul.
    • G. Gilboa, N. A. Sochen, and Y. Y. Zeevi, "Forward-and-backward diffusion processes for adaptive image enhancement and denoising," IEEE Trans. Image Process., vol. 11, no. 7, pp. 689-703, Jul. 2002.
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.7
    • Gilboa, G.1    Sochen, N.A.2    Zeevi, Y.Y.3
  • 51
    • 0034259592 scopus 로고    scopus 로고
    • Spatially adaptive wavelet thresholding with context modeling for image denoising
    • Sep.
    • S. G. Chang, B. Yu, and M. Vetterli, "Spatially adaptive wavelet thresholding with context modeling for image denoising," IEEE Trans. Image Process., vol. 9, no. 9, pp. 1522-1531, Sep. 2000.
    • (2000) IEEE Trans. Image Process. , vol.9 , Issue.9
    • Chang, S.G.1    Yu, B.2    Vetterli, M.3
  • 52
    • 0000950331 scopus 로고    scopus 로고
    • The watershed transform: Definitions, algorithms and parallelization strategies
    • Jan.
    • J. B. T. M. Roerdink and A. Meijster, "The watershed transform: Definitions, algorithms and parallelization strategies," Fundamenta Informaticae, vol. 41, no. 1-2, pp. 187-228, Jan. 2000.
    • (2000) Fundamenta Informaticae , vol.41 , Issue.1-2
    • Roerdink, J.B.T.M.1    Meijster, A.2
  • 55
    • 0021703403 scopus 로고
    • Mutants of PC12 cells with altered cyclic AMP responses
    • T. Block, C. Kin, and B. Breckenridge, "Mutants of PC12 cells with altered cyclic AMP responses," Molecular Cellular Biol. vol. 4, no. 10, pp. 2091-2097, 1984.
    • (1984) Molecular Cellular Biol. , vol.4 , Issue.10
    • Block, T.1    Kin, C.2    Breckenridge, B.3
  • 56
    • 0034762729 scopus 로고    scopus 로고
    • Dynamics of immature secretory granules: Role of cytoskeletal elements during transport, cortical restriction, and F-actin-dependent tethering
    • R. Rudolf, T. Salm, A. Rustom, and H.-H. Gerdes, "Dynamics of immature secretory granules: Role of cytoskeletal elements during transport, cortical restriction, and F-actin-dependent tethering," Molecular Biol. Cell, vol. 12, pp. 1353-1365, 2001.
    • (2001) Molecular Biol. Cell , vol.12
    • Rudolf, R.1    Salm, T.2    Rustom, A.3    Gerdes, H.-H.4
  • 57
    • 3242887228 scopus 로고    scopus 로고
    • Annexin 2 is a phosphatidylinositol (4,5)-bisphosphate binding protein recruited to actin assembly sites at cellular membranes
    • U. Reseller, D. Ruhe, C. Ludwig, N. Zobiack, and V. Gerke, "Annexin 2 is a phosphatidylinositol (4,5)-bisphosphate binding protein recruited to actin assembly sites at cellular membranes," J. Cell Sci., vol. 117, pp. 3473-3480, 2004.
    • (2004) J. Cell Sci. , vol.117
    • Reseller, U.1    Ruhe, D.2    Ludwig, C.3    Zobiack, N.4    Gerke, V.5
  • 59
    • 0015083890 scopus 로고
    • Different effects of thymidine and 5-fluorouracil 2′-deoxyriboside on biosynthetic events in cultured p 815y mast cells
    • J. Bergeron, "Different effects of thymidine and 5-fluorouracil 2′-deoxyriboside on biosynthetic events in cultured p 815y mast cells," Biochem. J., vol. 123, pp. 385-390, 1971.
    • (1971) Biochem. J. , vol.123
    • Bergeron, J.1
  • 60
    • 0036566427 scopus 로고    scopus 로고
    • Subcellular localization of phosphatidylinositol 4,5-bisphosphate using the pleckstrin homology domain of phospholipase c dl
    • S. A. Watt, G. Kular, I. Fleming, P. Downes, and J. M. Lucocq. "Subcellular localization of phosphatidylinositol 4,5-bisphosphate using the pleckstrin homology domain of phospholipase c dl," Biochem. J, vol. 363, pp. 657-666, 2002.
    • (2002) Biochem. J , vol.363
    • Watt, S.A.1    Kular, G.2    Fleming, I.3    Downes, P.4    Lucocq, J.M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.