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Volumn 38, Issue 7, 2011, Pages 4365-4371

Parallel fuzzy connected image segmentation on GPU

Author keywords

fuzzy affinity; fuzzy connectedness; GPU; image segmentation

Indexed keywords

CLUSTERING ALGORITHMS; COMPUTER HARDWARE; FUZZY SYSTEMS; GRAPHICS PROCESSING UNIT; LARGE DATASET; MEDICAL IMAGING; MULTIPROCESSING SYSTEMS; PARALLEL ALGORITHMS; PROGRAM PROCESSORS;

EID: 79960284417     PISSN: 00942405     EISSN: None     Source Type: Journal    
DOI: 10.1118/1.3599725     Document Type: Article
Times cited : (22)

References (36)
  • 1
    • 0027658896 scopus 로고
    • A review on image segmentation techniques
    • 10.1016/0031-3203(93)90135-J
    • N. R. Pal and S. K. Pal, " A review on image segmentation techniques.," Pattern Recogn. 26, 1277-1294 (1993). 10.1016/0031-3203(93) 90135-J
    • (1993) Pattern Recogn. , vol.26 , pp. 1277-1294
    • Pal, N.R.1    Pal, S.K.2
  • 2
    • 0034575445 scopus 로고    scopus 로고
    • Current methods in medical image segmentation
    • 10.1146/annurev.bioeng.2.1.315
    • D. Pham, C. Xu, and J. Prince, " Current methods in medical image segmentation.," Annu. Rev. Biomed. Eng. 2, 315-337 (2000). 10.1146/annurev.bioeng.2.1.315
    • (2000) Annu. Rev. Biomed. Eng. , vol.2 , pp. 315-337
    • Pham, D.1    Xu, C.2    Prince, J.3
  • 3
    • 0030145389 scopus 로고    scopus 로고
    • Fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation
    • DOI 10.1006/gmip.1996.0021
    • J. K. Udupa and S. Samarasekera, " Fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation.," Graphical Models Image Process. 58, 246-261 (1996). 10.1006/gmip.1996.0021 (Pubitemid 126381825)
    • (1996) Graphical Models and Image Processing , vol.58 , Issue.3 , pp. 246-261
    • Udupa, J.K.1    Samarasekera, S.2
  • 4
    • 0034141034 scopus 로고    scopus 로고
    • Scale-based fuzzy connected image segmentation: Theory, algorithms, and validation
    • DOI 10.1006/cviu.1999.0813
    • P. K. Saha, J. K. Udupa, and D. Odhner, " Scale-based fuzzy connected image segmentation: Theory, algorithms, and validation.," Comput. Vis. Image Underst. 77, 145-174 (2000). 10.1006/cviu.1999.0813 (Pubitemid 30557365)
    • (2000) Computer Vision and Image Understanding , vol.77 , Issue.2 , pp. 145-174
    • Saha, P.K.1    Udupa, J.K.2    Odhner, D.3
  • 5
    • 0036857217 scopus 로고    scopus 로고
    • Relative fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation
    • DOI 10.1109/TPAMI.2002.1046162
    • J. K. Udupa, P. K. Saha, and R. A. Lotufo, " Relative Fuzzy connectedness and object definition: Theory, algorithms, and applications in image segmentation.," IEEE Trans. Pattern Anal. Machine Intell. 24 (11), 1485-1500 (2002). 10.1109/TPAMI.2002.1046162 (Pubitemid 35421791)
    • (2002) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.24 , Issue.11 , pp. 1485-1500
    • Udupa, J.K.1    Saha, P.K.2    Lotufo, R.A.3
  • 7
    • 24944454544 scopus 로고    scopus 로고
    • Simultaneous fuzzy segmentation of multiple objects
    • DOI 10.1016/j.dam.2005.02.031, PII S0166218X05001228, IWCIA 2003-Ninth International Workshop on Combinatorial Image Analysis
    • B. M. Carvalho, G. T. Herman, and T. Y. Kong, " Simultaneous fuzzy segmentation of multiple objects.," Discrete Appl. Math. 151, 55-77 (2005). 10.1016/j.dam.2005.02.031 (Pubitemid 41329786)
    • (2005) Discrete Applied Mathematics , vol.151 , Issue.1-3 , pp. 55-77
    • Carvalho, B.M.1    Herman, G.T.2    Kong, T.Y.3
  • 8
    • 28844462513 scopus 로고    scopus 로고
    • Vectorial scale-based fuzzy-connected image segmentation
    • DOI 10.1016/j.cviu.2005.07.009, PII S1077314205001219
    • Y. Zhuge, J. K. Udupa, and P. K. Saha, " Vectorial scale-based fuzzy connected image segmentation.," Comput. Vis. Image Underst. 101, 177-193 (2006). 10.1016/j.cviu.2005.07.009 (Pubitemid 41767426)
    • (2006) Computer Vision and Image Understanding , vol.101 , Issue.3 , pp. 177-193
    • Zhuge, Y.1    Udupa, J.K.2    Saha, P.K.3
  • 9
    • 0031240180 scopus 로고    scopus 로고
    • Multiple sclerosis lesion quantification using fuzzy-connectedness principles
    • PII S0278006297080385
    • J. K. Udupa, L. Wei, S. Samarasekera, Y. Miki, M. A. Buchem, and R. I. Grossman, " Multiple sclerosis lesion quantification using fuzzy connectedness principles.," IEEE Trans. Med. Imaging 16 (5), 598-609 (1997). 10.1109/42.640750 (Pubitemid 127767638)
    • (1997) IEEE Transactions on Medical Imaging , vol.16 , Issue.5 , pp. 598-609
    • Udupa, J.K.1
  • 10
    • 0037214149 scopus 로고    scopus 로고
    • System for upper airway segmentation and measurement with MR imaging and fuzzy connectedness
    • DOI 10.1016/S1076-6332(03)80783-3
    • J. Liu, J. K. Udupa, D. Odhner, J. M. McDonough, and R. Arens, " System for upper airway segmentation and measurement with MR imaging and fuzzy connectedness.," Acad. Radiol. 10 (1), 13-24 (2003). 10.1016/S1076-6332(03) 80783-3 (Pubitemid 36015353)
    • (2003) Academic Radiology , vol.10 , Issue.1 , pp. 13-24
    • Liu, J.1    Udupa, J.K.2    Odhnera, D.3    McDonough, J.M.4    Arens, R.5
  • 11
    • 44549084863 scopus 로고    scopus 로고
    • Segmentation of electron tomographic data sets using fuzzy set theory principles
    • Barnum, ",", 10.1016/j.jsb.2008.01.017
    • E. Garduno, M. Wong -Barnum, N. Volkmann, and M. Ellisman, " Segmentation of electron tomographic data sets using fuzzy set theory principles.," J. Struct. Biol. 162, 368-379 (2008). 10.1016/j.jsb.2008.01. 017
    • (2008) J. Struct. Biol. , vol.162 , pp. 368-379
    • Garduno, E.1    Wong, M.2    Volkmann, N.3    Ellisman, M.4
  • 12
    • 34248545650 scopus 로고    scopus 로고
    • Multiple abdominal organ segmentation: An atlas-based fuzzy connectedness approach
    • DOI 10.1109/TITB.2007.892695
    • Y. Zhou and J. Bai, " Multiple abdominal organ segmentation: An atlas-based fuzzy connectedness approach.," IEEE Trans. Inf. Technol. Biomed. 11, 348-352 (2007). 10.1109/TITB.2007.892695 (Pubitemid 46746185)
    • (2007) IEEE Transactions on Information Technology in Biomedicine , vol.11 , Issue.3 , pp. 348-352
    • Zhou, Y.1    Bai, J.2
  • 13
    • 0035413308 scopus 로고    scopus 로고
    • Artery-vein separation via MRA-an image processing approach
    • DOI 10.1109/42.938238, PII S0278006201065909
    • T. Lei, J. K. Udupa, P. K. Saha, and D. Odhner, " Artery -vein separation via MRA-An Image Processing Approach.," IEEE Trans. Med. Imaging 20 (8), 689-703 (2001). 10.1109/42.938238 (Pubitemid 32813542)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.8 , pp. 689-703
    • Lei, T.1    Udupa, J.K.2    Saha, P.K.3    Odhner, D.4
  • 14
    • 0036127479 scopus 로고    scopus 로고
    • Estimation of tumor volume with fuzzy-connectedness segmentation of MR images
    • G. Moonis, J. Liu, J. K. Udupa, and D. Hackney, " Estimation of tumor volume using fuzzy connectedness segmentation of MRI.," Am. J. Neuroradiol. 23, 356-363 (2002). (Pubitemid 34241312)
    • (2002) American Journal of Neuroradiology , vol.23 , Issue.3 , pp. 356-363
    • Moonis, G.1    Liu, J.2    Udupa, J.K.3    Hackney, D.B.4
  • 15
    • 0035413316 scopus 로고    scopus 로고
    • Breast tissue density quantification via digitized mammograms
    • DOI 10.1109/42.938247, PII S0278006201065867
    • P. K. Saha, J. K. Udupa, E. F. Conant, D. P. Chakraborty, and D. Sullivan, " Breast tissue density quantification via digitized mammograms.," IEEE Trans. Med. Imaging 20 (11), 792-803 (2001). 10.1109/42.938247 (Pubitemid 32813550)
    • (2001) IEEE Transactions on Medical Imaging , vol.20 , Issue.8 , pp. 792-803
    • Saha, P.K.1    Udupa, J.K.2    Conant, E.F.3    Chakraborty, D.P.4    Sullivan, D.5
  • 16
    • 35448936883 scopus 로고    scopus 로고
    • CAVASS: A computer-assisted visualization and analysis software system
    • DOI 10.1007/s10278-007-9060-5
    • G. Grevera, J. K. Udupa, D. Odhner, Y. Zhuge, A. Souza, S. Mishra, and T. Iwanaga, " CAVASS-A computer assisted visualization and analysis software system.," J. Digit. Imaging, 20 (Suppl. 1), 101-118 (2007). 10.1007/s10278-007-9060-5 (Pubitemid 47622156)
    • (2007) Journal of Digital Imaging , vol.20 , Issue.SUPPL. 1 , pp. 101-118
    • Grevera, G.1    Udupa, J.2    Odhner, D.3    Zhuge, Y.4    Souza, A.5    Iwanaga, T.6    Mishra, S.7
  • 17
    • 57549111493 scopus 로고    scopus 로고
    • Parallel fuzzy segmentation of multiple objects
    • 10.1002/ima.20170
    • B. M. Carvalho and G. T. Herman, " Parallel fuzzy segmentation of multiple objects.," Int. J. Imaging Syst. Technol. 18, 336-344 (2008). 10.1002/ima.20170
    • (2008) Int. J. Imaging Syst. Technol. , vol.18 , pp. 336-344
    • Carvalho, B.M.1    Herman, G.T.2
  • 18
    • 0038708574 scopus 로고    scopus 로고
    • Fuzzy-connected 3D image segmentation at interactive speeds
    • 10.1016/S1077-3169(02)00005-9
    • L. G. Nyul, A. X. Falcao, and J. K. Udupa, " Fuzzy-connected 3D image segmentation at interactive speeds.," Graphical Models 64 (5), 259-281 (2003). 10.1016/S1077-3169(02)00005-9
    • (2003) Graphical Models , vol.64 , Issue.5 , pp. 259-281
    • Nyul, L.G.1    Falcao, A.X.2    Udupa, J.K.3
  • 19
    • 85027238869 scopus 로고    scopus 로고
    • GPGPU-general purpose computation using graphics hardware.
    • GPGPU-general purpose computation using graphics hardware, http://www.gpgpu.org/.
  • 21
    • 48349093945 scopus 로고    scopus 로고
    • High performance computing for deformable image registration: Towards a new paradigm in adaptive radiotherapy
    • Ozcelik, and, "," , 10.1118/1.2948318
    • S. S. Samant, J. Xia, P. Muyan -Ozcelik, and J. D. Owens, " High performance computing for deformable image registration: Towards a new paradigm in adaptive radiotherapy.," Med. Phys. 35 (8), 3546-3553 (2008). 10.1118/1.2948318
    • (2008) Med. Phys. , vol.35 , Issue.8 , pp. 3546-3553
    • Samant, S.S.1    Xia, J.2    Muyan, P.3    Owens, J.D.4
  • 22
    • 78149430704 scopus 로고    scopus 로고
    • GPU-accelerated Monte Carlo convolution/superposition implementation for dose calculation
    • 10.1118/1.3490083
    • B. Zhou, C. X. Yu, D. Z. Chen, and X. S. Hu, " GPU-accelerated Monte Carlo convolution/superposition implementation for dose calculation.," Med. Phys. 37 (11), 5593-5603 (2010). 10.1118/1.3490083
    • (2010) Med. Phys. , vol.37 , Issue.11 , pp. 5593-5603
    • Zhou, B.1    Yu, C.X.2    Chen, D.Z.3    Hu, X.S.4
  • 23
    • 4444363271 scopus 로고    scopus 로고
    • GIST: An interactive, GPU-based level set segmentation tool for 3D medical images
    • DOI 10.1016/j.media.2004.06.022, PII S1361841504000246
    • J. E. Cates, A. E. Lefohn, and R. T. Whitaker, " GIST: an interactive, GPU-based level set segmentation tool for 3D medical images.," Med. Image Anal. 8, 217-231 (2004). 10.1016/j.media.2004.06.022 (Pubitemid 39185906)
    • (2004) Medical Image Analysis , vol.8 , Issue.3 , pp. 217-231
    • Cates, J.E.1    Lefohn, A.E.2    Whitaker, R.T.3
  • 27
    • 79954596629 scopus 로고    scopus 로고
    • A framework for comparing different image segmentation methods and its use in studying equivalences between level set and fuzzy connectedness frameworks
    • 10.1016/j.cviu.2011.01.003
    • K. C. Ciesielski and J. K. Udupa, " A framework for comparing different image segmentation methods and its use in studying equivalences between level set and fuzzy connectedness frameworks.," Comput. Vis. Image Underst. 115, 721-734 (2011). 10.1016/j.cviu.2011.01.003
    • (2011) Comput. Vis. Image Underst. , vol.115 , pp. 721-734
    • Ciesielski, K.C.1    Udupa, J.K.2
  • 31
    • 79960232533 scopus 로고    scopus 로고
    • Region-based segmentation: Fuzzy connectedness, graph cut and other related algorithms
    • in, edited by Thomas M. Deserno, (Springer Verlag).
    • K. C. Ciesielski and J. K. Udupa, " Region-based segmentation: fuzzy connectedness, graph cut and other related algorithms.," in Biomedical Image Processing, edited by, Thomas M. Deserno, (Springer Verlag), 251-278 (2011).
    • (2011) Biomedical Image Processing , pp. 251-278
    • Ciesielski, K.C.1    Udupa, J.K.2
  • 32
    • 71549159743 scopus 로고    scopus 로고
    • Affinity functions in fuzzy connectedness based image segmentation II: Defining and recognizing truly novel affinities
    • 10.1016/j.cviu.2009.09.005
    • K. C. Ciesielski and J. K. Udupa, " Affinity functions in fuzzy connectedness based image segmentation II: Defining and recognizing truly novel affinities.," Comput. Vis. Image Underst., 114, 155-166 (2010). 10.1016/j.cviu.2009.09.005
    • (2010) Comput. Vis. Image Underst. , vol.114 , pp. 155-166
    • Ciesielski, K.C.1    Udupa, J.K.2
  • 33
    • 85027230027 scopus 로고    scopus 로고
    • NVIDIA Corporation, NVIDIA CUDA programming guide 2.3, July.
    • NVIDIA Corporation, NVIDIA CUDA programming guide 2.3, http://developer.nvidia.com/cuda, July, 2009.
    • (2009)
  • 34
    • 0034249839 scopus 로고    scopus 로고
    • A simple implementation of dijkstra's shortest path algorithm on associative parallel processors
    • A. S. Nepomniaschaya and M. A. Dvoskina, " A simple implementation of dijkstra's shortest path algorithm on associative parallel processors.," Fund. Inform. 43 (1-4), 227-243 (2000).
    • (2000) Fund. Inform. , vol.43 , Issue.14 , pp. 227-243
    • Nepomniaschaya, A.S.1    Dvoskina, M.A.2
  • 35
    • 38349041620 scopus 로고    scopus 로고
    • Accelerating large graph algorithms on the GPU using CUDA
    • in, Vol., Lecture Notes in Computer Science (Springer, New York)
    • P. Harish and P. J. Narayanan, " Accelerating large graph algorithms on the GPU using CUDA.," in High Performance Computing 2007, Vol. 4873, Lecture Notes in Computer Science (Springer, New York, 2007), pp. 197-208.
    • (2007) High Performance Computing 2007 , vol.4873 , pp. 197-208
    • Harish, P.1    Narayanan, P.J.2
  • 36
    • 85027224154 scopus 로고    scopus 로고
    • http://www.na-mic.org


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.