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Using wavelet denoising and mathematical morphology in the segmentation technique applied to blood cells images
1. | Universitat Politècnica de València, Plaza Ferrándiz y Carbonell, n.2, Alcoy (Alicante), 03801, Spain, Spain |
References:
[1] |
D. Anoraganingrum, Cell segmentation with median filter and mathematical morphology operation, in "International Conference on Image Analysis and Processing," 9 (1999), 183-188. |
[2] |
D. A. Bader, J. Jájá, D. Harwood and L. L. Davis, Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study, Journal of Supercomputing, 10 (1996), 141-168. |
[3] |
C. C. Chiang, Y. P. Hung and G. C. Lee, A learning state-space model for image retrieval, IEEE. Trans. Mult., 10 (2008), 1-10. |
[4] |
H. Chan, J. Li-Jun and B. Jiang, Wavelet transform and morphology image segmentation algorism for blood cell, in "Industrial Electronics and Applications" ICIEA 2009, 4th IEEE Conference (2009), 542-545. |
[5] |
L. Costrarido, "Medical Image Analysis Methods: Medical-image Processing and Analysis for CAD Systems," $2^{nd}$ edition, Taylor and Francis, New York, 2005. |
[6] |
D. L. Donoho, An ideal spatial adaptation by wavelet shrinkage, Biometrika, 81 (1994), 425-455.
doi: 10.1093/biomet/81.3.425. |
[7] |
D. L. Donoho, De-noising by soft thresholding, IEEE. Trans. Inf. Theory, 41 (1995), 613-627.
doi: 10.1109/18.382009. |
[8] |
F. Gibou, D. Levy, C. Cárdenas, P. Liu and A. Boyer, Partial differential equations-based segmentation for radiotherapy treatment planning, Mathematical Biosciences and Engineering, 2 (2005), 209-226.
doi: 10.3934/mbe.2005.2.209. |
[9] |
V. Grau, A. U. Mewes, M. Alcáñiz, R. Kikinis and S. K. Warfield, Improved watershed transform for medical image segmentation using prior information, IEEE. Trans. Med. Imaging, 23 (2004), 447-458. |
[10] |
K. B. How, A. S. Kok Bin, N. T. Siong and K. K. Soo, Red blood cell segmentation utilizing various image segmentation techniques, in "Proceedings of International Conference on Man-Machine Systems," Malaysia, (2006). |
[11] |
K. Jiang, Qing-Min and S. Y. Dai, A novel white blood cell segmentation scheme using scale-space filtering and watershed clustering, in "Proceedings of The Second International Conference on Machine Learning and Cybernetics," Xian, (2003). |
[12] |
R. S. Kumar, A. Verma and J. Singh, Color image segmentation and multi-level thresholding by maximization of conditional entrophy, Int. Sig. Processing, 3 (2006). |
[13] |
J. Liang, S. Elangovan and J. Devotta, Application of wavelet transform in travelling wave protection, Int. Elect. Pow. Energy, 22 (2000), 537-542. |
[14] |
D. Liu and T. Chen, DISCOV: A framework for discovering objects in video, Int. Trans. Multimedia, 10 (2008), 200-208. |
[15] |
S. Mallat, Zero-crossings of a wavelet transform, Int. Trans. Inf. Theory, 37 (1991), 1019-1033.
doi: 10.1109/18.86995. |
[16] |
S. Mallat and W. L. Hwang, Singularity detection and processing with wavelets, Int. Trans. Inf. Theory, 38 (1992), 617-643.
doi: 10.1109/18.119727. |
[17] |
S. Mallat and S. Zhong, Charaterization of signals from multiscale edges, Int. Trans. Patt. Anal. Mac. Int., 14 (1992), 710-732. |
[18] |
B. Ninga, D. Qinyuna, H. Darena and F. Jib, Image coding based on multiband wavelet and adaptive quad-tree partition, Journal of Computational and Applied Mathematics, 195 (2006), 2-7.
doi: 10.1016/j.cam.2005.07.013. |
[19] |
P.Soille, "Morphological Image Analysis: Principles and Applications," $2^{nd}$ edition, Springer-Verlag, New York, 1999. |
[20] |
M. Wang, X. Zhou, F. Li, J. Huckins, R. W. King and S. T. Wong, Novel cell segmentation and online learning algorithms for cell phase identification in automated time-lapse microscopy, in "Proceedings of Biomedical Imaging: From Nano to Macro 2007, ISBI 2007 4th IEEE International Symposium," (2007). |
[21] |
M. A. Wani, D. Zhang and H. Arabnia, Parallel edge-region-based segmentation algorithm targeted at reconfigurable multiRing network, Journal of Supercomputing, 25 (2003), 43-62. |
[22] |
J. Wu, P. Zeng, Y. Zhou and C. Olivier, A novel color segmentation method and its application to white blood cell image analysis, in "IEEE Proceeding, ICSP 2006", (2006). |
[23] |
Y. Zhai, D. Zhang, J. Sun and B. Wu, A novel variational model for image segmentation, Journal of Computational and Applied Mathematics, 235 (2011), 2234-2241.
doi: 10.1016/j.cam.2010.10.020. |
[24] |
J. Y. Zhou, X. Fang and K. Ghosh, Multiresolution filtering with application to image segmentation, Math. Comp. Model., 24 (1996), 177-195.
doi: 10.1016/0895-7177(96)00121-5. |
[25] |
J. Y. Zhou, E. P. Ong and C. C. Ko, Video object segmentation and tracking for content-based video coding, in "Proceedings of IEEE International Conference on Multimedia and Expo, ICME 2000," USA (2000). |
show all references
References:
[1] |
D. Anoraganingrum, Cell segmentation with median filter and mathematical morphology operation, in "International Conference on Image Analysis and Processing," 9 (1999), 183-188. |
[2] |
D. A. Bader, J. Jájá, D. Harwood and L. L. Davis, Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study, Journal of Supercomputing, 10 (1996), 141-168. |
[3] |
C. C. Chiang, Y. P. Hung and G. C. Lee, A learning state-space model for image retrieval, IEEE. Trans. Mult., 10 (2008), 1-10. |
[4] |
H. Chan, J. Li-Jun and B. Jiang, Wavelet transform and morphology image segmentation algorism for blood cell, in "Industrial Electronics and Applications" ICIEA 2009, 4th IEEE Conference (2009), 542-545. |
[5] |
L. Costrarido, "Medical Image Analysis Methods: Medical-image Processing and Analysis for CAD Systems," $2^{nd}$ edition, Taylor and Francis, New York, 2005. |
[6] |
D. L. Donoho, An ideal spatial adaptation by wavelet shrinkage, Biometrika, 81 (1994), 425-455.
doi: 10.1093/biomet/81.3.425. |
[7] |
D. L. Donoho, De-noising by soft thresholding, IEEE. Trans. Inf. Theory, 41 (1995), 613-627.
doi: 10.1109/18.382009. |
[8] |
F. Gibou, D. Levy, C. Cárdenas, P. Liu and A. Boyer, Partial differential equations-based segmentation for radiotherapy treatment planning, Mathematical Biosciences and Engineering, 2 (2005), 209-226.
doi: 10.3934/mbe.2005.2.209. |
[9] |
V. Grau, A. U. Mewes, M. Alcáñiz, R. Kikinis and S. K. Warfield, Improved watershed transform for medical image segmentation using prior information, IEEE. Trans. Med. Imaging, 23 (2004), 447-458. |
[10] |
K. B. How, A. S. Kok Bin, N. T. Siong and K. K. Soo, Red blood cell segmentation utilizing various image segmentation techniques, in "Proceedings of International Conference on Man-Machine Systems," Malaysia, (2006). |
[11] |
K. Jiang, Qing-Min and S. Y. Dai, A novel white blood cell segmentation scheme using scale-space filtering and watershed clustering, in "Proceedings of The Second International Conference on Machine Learning and Cybernetics," Xian, (2003). |
[12] |
R. S. Kumar, A. Verma and J. Singh, Color image segmentation and multi-level thresholding by maximization of conditional entrophy, Int. Sig. Processing, 3 (2006). |
[13] |
J. Liang, S. Elangovan and J. Devotta, Application of wavelet transform in travelling wave protection, Int. Elect. Pow. Energy, 22 (2000), 537-542. |
[14] |
D. Liu and T. Chen, DISCOV: A framework for discovering objects in video, Int. Trans. Multimedia, 10 (2008), 200-208. |
[15] |
S. Mallat, Zero-crossings of a wavelet transform, Int. Trans. Inf. Theory, 37 (1991), 1019-1033.
doi: 10.1109/18.86995. |
[16] |
S. Mallat and W. L. Hwang, Singularity detection and processing with wavelets, Int. Trans. Inf. Theory, 38 (1992), 617-643.
doi: 10.1109/18.119727. |
[17] |
S. Mallat and S. Zhong, Charaterization of signals from multiscale edges, Int. Trans. Patt. Anal. Mac. Int., 14 (1992), 710-732. |
[18] |
B. Ninga, D. Qinyuna, H. Darena and F. Jib, Image coding based on multiband wavelet and adaptive quad-tree partition, Journal of Computational and Applied Mathematics, 195 (2006), 2-7.
doi: 10.1016/j.cam.2005.07.013. |
[19] |
P.Soille, "Morphological Image Analysis: Principles and Applications," $2^{nd}$ edition, Springer-Verlag, New York, 1999. |
[20] |
M. Wang, X. Zhou, F. Li, J. Huckins, R. W. King and S. T. Wong, Novel cell segmentation and online learning algorithms for cell phase identification in automated time-lapse microscopy, in "Proceedings of Biomedical Imaging: From Nano to Macro 2007, ISBI 2007 4th IEEE International Symposium," (2007). |
[21] |
M. A. Wani, D. Zhang and H. Arabnia, Parallel edge-region-based segmentation algorithm targeted at reconfigurable multiRing network, Journal of Supercomputing, 25 (2003), 43-62. |
[22] |
J. Wu, P. Zeng, Y. Zhou and C. Olivier, A novel color segmentation method and its application to white blood cell image analysis, in "IEEE Proceeding, ICSP 2006", (2006). |
[23] |
Y. Zhai, D. Zhang, J. Sun and B. Wu, A novel variational model for image segmentation, Journal of Computational and Applied Mathematics, 235 (2011), 2234-2241.
doi: 10.1016/j.cam.2010.10.020. |
[24] |
J. Y. Zhou, X. Fang and K. Ghosh, Multiresolution filtering with application to image segmentation, Math. Comp. Model., 24 (1996), 177-195.
doi: 10.1016/0895-7177(96)00121-5. |
[25] |
J. Y. Zhou, E. P. Ong and C. C. Ko, Video object segmentation and tracking for content-based video coding, in "Proceedings of IEEE International Conference on Multimedia and Expo, ICME 2000," USA (2000). |
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