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Volumn 48, Issue 2, 2015, Pages 485-497

Fully automatic segmentation of breast ultrasound images based on breast characteristics in space and frequency domains

Author keywords

Automatic segmentation; Breast ultrasound (BUS) images; Computer aided diagnosis (CAD); Region of interest (ROI) generation

Indexed keywords

BUSES; COMPUTER AIDED DIAGNOSIS; COST FUNCTIONS; MEDICAL IMAGING; TUMORS; ULTRASONICS;

EID: 84910148299     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2014.07.026     Document Type: Article
Times cited : (138)

References (40)
  • 1
    • 68949164775 scopus 로고    scopus 로고
    • Automated breast cancer detection and classification using ultrasound images: A survey
    • H.D. Cheng, J. Shan, W. Ju, Y.H. Guo, and L. Zhang Automated breast cancer detection and classification using ultrasound images: a survey Pattern Recognit. 43 2010 299 317
    • (2010) Pattern Recognit. , vol.43 , pp. 299-317
    • Cheng, H.D.1    Shan, J.2    Ju, W.3    Guo, Y.H.4    Zhang, L.5
  • 3
    • 32044457119 scopus 로고    scopus 로고
    • Approaches for automated detection and classification of masses in mammograms
    • H.D. Cheng, X.J. Shi, R. Min, L.M. Hu, X.R. Cai, and H.N. Du Approaches for automated detection and classification of masses in mammograms Pattern Recognit. 39 2006 646 668
    • (2006) Pattern Recognit. , vol.39 , pp. 646-668
    • Cheng, H.D.1    Shi, X.J.2    Min, R.3    Hu, L.M.4    Cai, X.R.5    Du, H.N.6
  • 5
    • 2042525202 scopus 로고    scopus 로고
    • Computerized detection and classification of cancer on breast ultrasound
    • K. Drukker, M.L. Giger, C.J. Vyborny, and E.B. Mendelson Computerized detection and classification of cancer on breast ultrasound Acad. Radiol. 11 2004 526 535
    • (2004) Acad. Radiol. , vol.11 , pp. 526-535
    • Drukker, K.1    Giger, M.L.2    Vyborny, C.J.3    Mendelson, E.B.4
  • 7
    • 0034074630 scopus 로고    scopus 로고
    • Breast cancer diagnosis using self-organizing map for sonography
    • D.R. Chen, R.F. Chang, and Y.L. Huang Breast cancer diagnosis using self-organizing map for sonography Ultrasound Med. Biol. 26 2000 405 411
    • (2000) Ultrasound Med. Biol. , vol.26 , pp. 405-411
    • Chen, D.R.1    Chang, R.F.2    Huang, Y.L.3
  • 8
    • 20444473752 scopus 로고    scopus 로고
    • Breast cancer diagnosis using image retrieval for different ultrasonic systems
    • Y.L. Huang, D.R. Chen, Y.K. Liu, Breast cancer diagnosis using image retrieval for different ultrasonic systems, in: Proceedings of IEEE ICIP, 2004, pp. 2957-2960.
    • (2004) Proceedings of IEEE ICIP , pp. 2957-2960
    • Huang, Y.L.1    Chen, D.R.2    Liu, Y.K.3
  • 9
    • 1442330150 scopus 로고    scopus 로고
    • Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography
    • K. Horsch, M.L. Giger, C.J. Vyborny, and L.A. Venta Performance of computer-aided diagnosis in the interpretation of lesions on breast sonography Acad. Radiol. 11 2004 272 280
    • (2004) Acad. Radiol. , vol.11 , pp. 272-280
    • Horsch, K.1    Giger, M.L.2    Vyborny, C.J.3    Venta, L.A.4
  • 10
    • 68949159836 scopus 로고    scopus 로고
    • Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images
    • B. Liu, H.D. Cheng, J.H. Huang, J.W. Tian, X.L. Tang, and J.F. Liu Fully automatic and segmentation-robust classification of breast tumors based on local texture analysis of ultrasound images Pattern Recognit. 43 2010 280 298
    • (2010) Pattern Recognit. , vol.43 , pp. 280-298
    • Liu, B.1    Cheng, H.D.2    Huang, J.H.3    Tian, J.W.4    Tang, X.L.5    Liu, J.F.6
  • 12
    • 77957938677 scopus 로고    scopus 로고
    • A novel automatic seed point selection algorithm for breast ultrasound images
    • J. Shan, H.D. Cheng, Y.X. Wang, A novel automatic seed point selection algorithm for breast ultrasound images, in: Proceedings of ICPR, 2008, pp. 3990-3993.
    • (2008) Proceedings of ICPR , pp. 3990-3993
    • Shan, J.1    Cheng, H.D.2    Wang, Y.X.3
  • 13
    • 78651072153 scopus 로고    scopus 로고
    • Completely automatic segmentation for breast ultrasound using multiple-domain features
    • J. Shan, Y. Wang, H.-D. Cheng, Completely automatic segmentation for breast ultrasound using multiple-domain features, in: Proceedings of IEEE ICIP, 2010, pp. 1713-1716.
    • (2010) Proceedings of IEEE ICIP , pp. 1713-1716
    • Shan, J.1    Wang, Y.2    Cheng, H.-D.3
  • 15
    • 0038398643 scopus 로고    scopus 로고
    • Combining low-, high-level and empirical domain knowledge for automated segmentation of ultrasonic breast lesions
    • A. Madabhushi, and D.N. Metaxas Combining low-, high-level and empirical domain knowledge for automated segmentation of ultrasonic breast lesions IEEE Trans. Med. Imaging 22 2003 155 169
    • (2003) IEEE Trans. Med. Imaging , vol.22 , pp. 155-169
    • Madabhushi, A.1    Metaxas, D.N.2
  • 16
    • 67650220924 scopus 로고    scopus 로고
    • Automated segmentation of ultrasonic breast lesions using statistical texture classification and active contour based on probability distance
    • B. Liu, H.D. Cheng, J.H. Huang, J.W. Tian, J.F. Liu, and X.L. Tang Automated segmentation of ultrasonic breast lesions using statistical texture classification and active contour based on probability distance Ultrasound Med. Biol. 35 2009 1309 1324
    • (2009) Ultrasound Med. Biol. , vol.35 , pp. 1309-1324
    • Liu, B.1    Cheng, H.D.2    Huang, J.H.3    Tian, J.W.4    Liu, J.F.5    Tang, X.L.6
  • 17
    • 84862926199 scopus 로고    scopus 로고
    • Completely automated segmentation approach for breast ultrasound images using multiple-domain features
    • J. Shan, H.D. Cheng, and Y.X. Wang Completely automated segmentation approach for breast ultrasound images using multiple-domain features Ultrasound Med. Biol. 38 2012 262 275
    • (2012) Ultrasound Med. Biol. , vol.38 , pp. 262-275
    • Shan, J.1    Cheng, H.D.2    Wang, Y.X.3
  • 19
    • 35148845680 scopus 로고    scopus 로고
    • Automatic ultrasonic breast lesions detection using support vector machine based algorithm
    • (1-8)
    • C.K. Yeh, S.J. Miao, W.C. Fan, Y.S. Chen, Automatic ultrasonic breast lesions detection using support vector machine based algorithm, in: Proceedings of SPIE, vol. 6513, 2007, pp. 651317(1-8).
    • (2007) Proceedings of SPIE , vol.6513 , pp. 651317
    • Yeh, C.K.1    Miao, S.J.2    Fan, W.C.3    Chen, Y.S.4
  • 21
    • 2942557015 scopus 로고    scopus 로고
    • Watershed segmentation for breast tumor in 2-D sonography
    • Y.L. Huang, and D.R. Chen Watershed segmentation for breast tumor in 2-D sonography Ultrasound Med. Biol. 30 2004 625 632
    • (2004) Ultrasound Med. Biol. , vol.30 , pp. 625-632
    • Huang, Y.L.1    Chen, D.R.2
  • 22
    • 36249000008 scopus 로고    scopus 로고
    • Fully automatic lesion boundary detection in ultrasound breast images
    • (1-8)
    • M. Yap, E.A. Edirisinghe, and H.E. Bez Fully automatic lesion boundary detection in ultrasound breast images Proc. SPIE 6512 2007 65123I (1-8)
    • (2007) Proc. SPIE , vol.6512 , pp. 65123I
    • Yap, M.1    Edirisinghe, E.A.2    Bez, H.E.3
  • 23
    • 84875819649 scopus 로고    scopus 로고
    • Multiple-domain knowledge based MRF model for tumor segmentation in breast ultrasound images
    • M. Xian, J. Huang, Y. Zhang, X. Tang, Multiple-domain knowledge based MRF model for tumor segmentation in breast ultrasound images, in: Proceedings of IEEE ICIP, 2012, pp. 2021-2024.
    • (2012) Proceedings of IEEE ICIP , pp. 2021-2024
    • Xian, M.1    Huang, J.2    Zhang, Y.3    Tang, X.4
  • 24
    • 84910140856 scopus 로고    scopus 로고
    • Image smoothing using frequncy domain filters
    • third ed. Prentice-Hall, Inc.
    • C.G. Rafael, E.W. Richard, Image smoothing using frequncy domain filters, in: Digital Image Processing, third ed. Prentice-Hall, Inc., 2006, pp. 298-299.
    • (2006) Digital Image Processing , pp. 298-299
    • Rafael, C.G.1    Richard, E.W.2
  • 25
    • 79960850584 scopus 로고    scopus 로고
    • Measuring skewness: A forgotten statistic?
    • D.P. Doane, and L.E. Seward Measuring skewness: a forgotten statistic? J. Stat. Educ. 19 2011 1 18
    • (2011) J. Stat. Educ. , vol.19 , pp. 1-18
    • Doane, D.P.1    Seward, L.E.2
  • 26
    • 36148938201 scopus 로고    scopus 로고
    • Breast Anatomy: The Basis for Understanding Sonography
    • A.T. Stavros, Breast anatomy: the basis for Understanding Sonography, in: Breast ultrasound. LWW, Philadelphia, 2004, pp. 56-59.
    • (2004) Breast Ultrasound. LWW, Philadelphia , pp. 56-59
    • Stavros, A.T.1
  • 28
    • 0036565814 scopus 로고    scopus 로고
    • Mean shift: A robust approach toward feature space analysis
    • D. Comaniciu, and P. Meer Mean shift: a robust approach toward feature space analysis IEEE Trans. Pattern Anal. Mach. Intell. 24 2002 603 619
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , pp. 603-619
    • Comaniciu, D.1    Meer, P.2
  • 29
    • 0027576716 scopus 로고
    • Morphological grayscale reconstruction in image analysis: Applications and efficient algorithms
    • L. Vincent Morphological grayscale reconstruction in image analysis: applications and efficient algorithms IEEE Trans. Image Process 2 1993 176 201
    • (1993) IEEE Trans. Image Process , vol.2 , pp. 176-201
    • Vincent, L.1
  • 30
    • 49349108623 scopus 로고
    • A threshold selection method from gray-level histograms
    • N. Otsu A threshold selection method from gray-level histograms Automatica 11 1975 23 27
    • (1975) Automatica , vol.11 , pp. 23-27
    • Otsu, N.1
  • 32
    • 76849117676 scopus 로고    scopus 로고
    • Ultrasound image segmentation and tissue characterization
    • J.A. Noble Ultrasound image segmentation and tissue characterization Proc. Inst. Mech. Eng. Part H - J. Eng. Med. 224 2010 307 316
    • (2010) Proc. Inst. Mech. Eng. Part H - J. Eng. Med. , vol.224 , pp. 307-316
    • Noble, J.A.1
  • 35
    • 0006420689 scopus 로고    scopus 로고
    • Image features from phase congruency
    • P. Kovesi Image features from phase congruency Videre: J. Comput. Vis. Res. 1 1999 1 26
    • (1999) Videre: J. Comput. Vis. Res. , vol.1 , pp. 1-26
    • Kovesi, P.1
  • 36
    • 0026187946 scopus 로고
    • Zero-crossings of a wavelet transform
    • S. Mallat Zero-crossings of a wavelet transform IEEE Trans. Inf. Theory 37 1991 1019 1033
    • (1991) IEEE Trans. Inf. Theory , vol.37 , pp. 1019-1033
    • Mallat, S.1
  • 38
    • 10044267593 scopus 로고    scopus 로고
    • Fusion of frequency and spatial domain information for motion analysis
    • A. Briassouli, N. Ahuja, Fusion of frequency and spatial domain information for motion analysis, in: Proceedings of ICPR, 2004, pp. 175-178.
    • (2004) Proceedings of ICPR , pp. 175-178
    • Briassouli, A.1    Ahuja, N.2
  • 39
    • 33745950309 scopus 로고    scopus 로고
    • Integrated spatial and frequency domain 2D motion segmentation and estimation
    • A. Briassouli, N. Ahuja, Integrated spatial and frequency domain 2D motion segmentation and estimation, in: Proceedings of ICCV, 2005, pp. 244-250.
    • (2005) Proceedings of ICCV , pp. 244-250
    • Briassouli, A.1    Ahuja, N.2
  • 40
    • 33747078407 scopus 로고    scopus 로고
    • A Markov random field image segmentation model for color textured images
    • Z. Kato, and T.C. Pong A Markov random field image segmentation model for color textured images Image Vis. Comput. 24 2006 1103 1114
    • (2006) Image Vis. Comput. , vol.24 , pp. 1103-1114
    • Kato, Z.1    Pong, T.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.